From 3b776c2d31cd3c9bc89d5491446ef0ec590fbc77 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Sat, 5 Mar 2022 17:59:13 -0500
Subject: [PATCH 01/43] Add AudioFile with buggy streaming support.

---
 pedalboard/io/AudioFile.h       | 205 ++++++++++++++++++++++++++++++++
 pedalboard/io/FileLikeWrapper.h | 175 +++++++++++++++++++++++++++
 pedalboard/python_bindings.cpp  |   6 +
 setup.py                        |   1 +
 4 files changed, 387 insertions(+)
 create mode 100644 pedalboard/io/AudioFile.h
 create mode 100644 pedalboard/io/FileLikeWrapper.h

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
new file mode 100644
index 000000000..e0eeddcc8
--- /dev/null
+++ b/pedalboard/io/AudioFile.h
@@ -0,0 +1,205 @@
+/*
+ * pedalboard
+ * Copyright 2022 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+#include <pybind11/numpy.h>
+#include <pybind11/pybind11.h>
+
+#include "../JuceHeader.h"
+#include "./FileLikeWrapper.h"
+
+namespace py = pybind11;
+
+// Returned by the Ogg Vorbis code if an error occurs:
+// 2^32 - 131 ("OV_EINVAL")
+long OGG_FORMAT_ERROR = 4294967165;
+
+namespace Pedalboard {
+
+/**
+ * A juce::AudioFile subclass that fetches its
+ * data from a provided Python file-like object.
+ */
+class AudioFile {
+public:
+  static constexpr const int BUFFER_SIZE = 1024 * 16;
+
+  AudioFile(std::string filename) {
+      formatManager.registerBasicFormats();
+      juce::File file(filename);
+      reader.reset(formatManager.createReaderFor(file));
+      if (!reader) {
+          throw std::domain_error("Unable to open audio file: " + filename);
+      }
+  }
+
+  AudioFile(std::unique_ptr<PythonInputStream> inputStream, std::string formatHint) {
+    if (!inputStream) {
+      throw std::domain_error("file-like must not be None");
+    }
+
+    // There are a couple important edge cases to consider here:
+    //  - To auto-detect the audio format, an input stream must be seekable 
+    //  - Some formats detect length by doing three commands in sequence:
+    //     - setPosition(getTotalLength())
+    //     - getPosition()
+    //     - setPosition(0)
+    // TODO: Write a custom BufferedInputStream-like subclass that buffers:
+    //  - the first ~10kB of the file
+    //  - the previous ~10kB prior to the current read pointer
+    //  - allows seeking to the start of the file and back to the pointer
+    if (inputStream->isSeekable() && formatHint.empty()) {
+      formatManager.registerBasicFormats();
+      reader.reset(formatManager.createReaderFor(std::move(inputStream)));  
+    } else {
+      if (formatHint.empty()) {
+        // TODO: Try to identify the file type somehow
+        // TODO: Can we subclass InputStream to allow peeking at the first 4 bytes?
+        // urllib3.response.HTTPResponse provides `getheader("Content-Type")`
+        throw std::runtime_error("Passing a file-like requires a file format hint to be passed as the second argument.");
+      }
+
+      if (formatHint.find("ogg") != std::string::npos) {
+        juce::OggVorbisAudioFormat format;
+        reader.reset(format.createReaderFor(inputStream.get(), false));
+      } else if (formatHint.find("mp3") != std::string::npos) {
+        juce::MP3AudioFormat format;
+        reader.reset(format.createReaderFor(inputStream.get(), false));
+      } else if (formatHint.find("wav") != std::string::npos) {
+        juce::WavAudioFormat format;
+        reader.reset(format.createReaderFor(inputStream.get(), false));
+      } else {
+        throw std::domain_error("Unknown format hint: expected one of 'ogg', 'mp3', or 'wav'.");
+      }
+
+      if (reader) inputStream.release();
+    }
+    
+
+    if (!reader) {
+      throw std::domain_error("Unable to open audio file from stream.");
+    }
+
+    raisePythonErrorIfNecessary();
+  }
+
+  void raisePythonErrorIfNecessary() {
+    ((PythonInputStream *)reader->input)->raisePythonErrorIfNecessary();
+  }
+
+  bool isSeekable() {
+    ((PythonInputStream *)reader->input)->isSeekable();
+  }
+
+  double getSampleRate() {
+    raisePythonErrorIfNecessary();
+    return reader->sampleRate;
+  }
+
+  long getLengthInSamples() {
+    raisePythonErrorIfNecessary();
+
+    if (reader->lengthInSamples < 0 || reader->lengthInSamples == OGG_FORMAT_ERROR) {
+      throw std::domain_error("Unknown number of samples available in file.");
+    }
+    return reader->lengthInSamples;
+  }
+
+  long getNumChannels() {
+    raisePythonErrorIfNecessary();
+    return reader->numChannels;
+  }
+
+  py::array_t<float> read(long long numSamples) {
+    raisePythonErrorIfNecessary();
+
+    if (numSamples == 0) throw std::domain_error("AudioFile will not read an entire file at once, due to the possibility that a file may be larger than available memory");
+
+    const juce::ScopedLock scopedLock(objectLock);
+
+    // Allocate a buffer to return of up to numSamples:
+    int numChannels = reader->numChannels;
+    numSamples = std::min(numSamples, reader->lengthInSamples - currentPosition);
+    py::array_t<float> buffer = py::array_t<float>({(int) numChannels, (int)numSamples});
+
+    py::buffer_info outputInfo = buffer.request();
+
+    {
+      py::gil_scoped_release release;
+
+      float *readPointers[numChannels];
+      for (int c = 0; c < numChannels; c++) {
+        readPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
+      }
+
+      reader->read(readPointers, numChannels, currentPosition, numSamples);
+    }
+
+    currentPosition += numSamples;
+    return buffer;
+  }
+
+  void seek(long long targetPosition) {
+    if (!isSeekable()) throw std::runtime_error("Underlying stream is not seekable.");
+    raisePythonErrorIfNecessary();
+
+    const juce::ScopedLock scopedLock(objectLock);
+    if (targetPosition > reader->lengthInSamples) throw std::domain_error("Seek out of bounds");
+    if (targetPosition < 0) throw std::domain_error("Seek out of bounds");
+    currentPosition = targetPosition;
+  }
+
+  long long tell() {
+    raisePythonErrorIfNecessary();
+
+    const juce::ScopedLock scopedLock(objectLock);
+    return currentPosition;
+  }
+
+private:
+  juce::AudioFormatManager formatManager;
+  std::unique_ptr<juce::AudioFormatReader> reader = nullptr;
+  juce::CriticalSection objectLock;
+
+  int currentPosition = 0;
+};
+
+
+inline void init_audiofile(py::module &m) {
+  py::class_<AudioFile>(
+      m, "AudioFile",
+      "An audio file reader interface, with native support for Ogg Vorbis, MP3, Wave, FLAC, and AIFF files.")
+      .def(py::init([](std::string filename) {
+             return std::make_unique<AudioFile>(filename);
+           }),
+           py::arg("filename"))
+      .def(py::init([](py::object fileLike, std::string formatHint) {
+            return std::make_unique<AudioFile>(std::make_unique<PythonInputStream>(fileLike), formatHint);
+           }),
+           py::arg("file_like"), py::arg("format_hint") = "")
+      .def("read", &AudioFile::read)
+      .def("seek", &AudioFile::seek)
+      .def("tell", &AudioFile::tell)
+      .def_property_readonly("samplerate", &AudioFile::getSampleRate)
+      .def_property_readonly("channels", &AudioFile::getNumChannels)
+      .def_property_readonly("frames", &AudioFile::getLengthInSamples);
+}
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/FileLikeWrapper.h b/pedalboard/io/FileLikeWrapper.h
new file mode 100644
index 000000000..72d9cb56a
--- /dev/null
+++ b/pedalboard/io/FileLikeWrapper.h
@@ -0,0 +1,175 @@
+/*
+ * pedalboard
+ * Copyright 2021 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+namespace py = pybind11;
+
+#include "../JuceHeader.h"
+
+namespace Pedalboard {
+
+/**
+ * A juce::InputStream subclass that fetches its
+ * data from a provided Python file-like object.
+ */
+class PythonInputStream : public juce::InputStream {
+public:
+
+    PythonInputStream(py::object fileLike): fileLike(fileLike) {
+        if (!py::hasattr(fileLike, "read") || !py::hasattr(fileLike, "seek") || !py::hasattr(fileLike, "tell") || !py::hasattr(fileLike, "seekable")) {
+            throw py::type_error("Expected a file-like object (with read, seek, seekable, and tell methods).");
+        }
+    }
+
+    bool isSeekable() {
+        try {
+            return fileLike.attr("seekable")().cast<bool>();
+        } catch (py::error_already_set) {
+            printf("[PythonInputStream] Error raised\n");
+            pythonErrorRaised = true;
+            return false;
+        }
+    }
+
+    juce::int64 getTotalLength() {
+        py::gil_scoped_acquire acquire;
+
+        // TODO: Try reading a couple of Python properties that may contain the total length:
+        // urllib3.response.HTTPResponse provides `length_remaining`
+
+        try {
+            if (!fileLike.attr("seekable")().cast<bool>()) {
+                printf("[PythonInputStream] getTotalLength => -1\n");
+                return -1;
+            }
+        } catch (py::error_already_set) {
+            printf("[PythonInputStream] Error raised\n");
+            pythonErrorRaised = true;
+            return 0;
+        }
+        
+        if (totalLength == -1) {
+            try {
+                juce::int64 pos = fileLike.attr("tell")().cast<juce::int64>();
+                fileLike.attr("seek")(0, 2);
+                totalLength = fileLike.attr("tell")().cast<juce::int64>();
+                fileLike.attr("seek")(pos, 0);
+            } catch (py::error_already_set) {
+                pythonErrorRaised = true;
+                return -1;
+            }
+        }
+        
+        printf("[PythonInputStream] getTotalLength => %d\n", totalLength);
+        return totalLength;
+    }
+
+    int read (void* buffer, int bytesToRead)
+    {
+        // The buffer should never be null, and a negative size is probably a
+        // sign that something is broken!
+        jassert (buffer != nullptr && bytesToRead >= 0);
+
+        py::bytes result;
+        {
+            py::gil_scoped_acquire acquire;
+            try {
+                result = fileLike.attr("read")(bytesToRead).cast<py::bytes>();    
+            } catch (py::error_already_set) {
+                printf("[PythonInputStream] Error raised\n");
+                pythonErrorRaised = true;
+                return 0;
+            }
+        }
+
+        std::string resultAsString = result;
+        std::memcpy((char *)buffer, (char *)resultAsString.data(), resultAsString.size());
+
+        int bytesCopied = resultAsString.size();
+        printf("[PythonInputStream] read(%p, %d) => %d\n", buffer, bytesToRead, bytesCopied);
+
+        lastReadWasSmallerThanExpected = bytesToRead > bytesCopied;
+        return bytesCopied;
+    }
+
+    bool isExhausted()
+    {
+        if (lastReadWasSmallerThanExpected) {
+            return true;
+        }
+        
+        try {
+            py::gil_scoped_acquire acquire;
+            return fileLike.attr("tell")().cast<juce::int64>() == getTotalLength();
+        } catch (py::error_already_set) {
+            printf("[PythonInputStream] Error raised\n");
+            pythonErrorRaised = true;
+            return true;
+        }
+    }
+
+    juce::int64 getPosition() {
+        printf("[PythonInputStream] getPosition() => %d\n", fileLike.attr("tell")().cast<juce::int64>());
+        try {
+            py::gil_scoped_acquire acquire;
+            return fileLike.attr("tell")().cast<juce::int64>();
+        } catch (py::error_already_set) {
+            printf("[PythonInputStream] Error raised\n");
+            pythonErrorRaised = true;
+            return 0;
+        }
+    }
+
+    bool setPosition (juce::int64 pos)
+    {   
+        printf("[PythonInputStream] setPosition(%d)\n", pos);
+        try {
+            py::gil_scoped_acquire acquire;
+
+            if (fileLike.attr("seekable")().cast<bool>()) {
+                fileLike.attr("seek")(pos);
+            }
+
+            return fileLike.attr("tell")().cast<juce::int64>() == pos;
+        } catch (py::error_already_set) {
+            printf("[PythonInputStream] Error raised\n");
+            pythonErrorRaised = true;
+            return false;
+        }
+    }
+
+    void raisePythonErrorIfNecessary() {
+        py::gil_scoped_acquire acquire;
+        if (pythonErrorRaised) throw py::error_already_set();
+    }
+
+private:
+    py::object fileLike;
+    juce::int64 totalLength = -1;
+    bool lastReadWasSmallerThanExpected = false;
+
+    // the juce::InputStream interface is not exception-safe, so we have to
+    // change the behaviour of this subclass if an exception gets thrown,
+    // then throw the exception ourselves when we have the opportunity.
+    bool pythonErrorRaised = false;
+};
+
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/python_bindings.cpp b/pedalboard/python_bindings.cpp
index 26ba37332..f2757333a 100644
--- a/pedalboard/python_bindings.cpp
+++ b/pedalboard/python_bindings.cpp
@@ -61,6 +61,8 @@ namespace py = pybind11;
 #include "plugins/PitchShift.h"
 #include "plugins/Reverb.h"
 
+#include "io/AudioFile.h"
+
 using namespace Pedalboard;
 
 PYBIND11_MODULE(pedalboard_native, m) {
@@ -186,4 +188,8 @@ PYBIND11_MODULE(pedalboard_native, m) {
   init_resample_with_latency(internal);
   init_fixed_size_block_test_plugin(internal);
   init_force_mono_test_plugin(internal);
+
+  // I/O helpers and utilities:
+  py::module io = m.def_submodule("io");
+  init_audiofile(io);
 };
diff --git a/setup.py b/setup.py
index c43ecae01..0b5d24368 100644
--- a/setup.py
+++ b/setup.py
@@ -72,6 +72,7 @@
         "-DJUCE_DISABLE_JUCE_VERSION_PRINTING=1",
         "-DJUCE_WEB_BROWSER=0",
         "-DJUCE_USE_CURL=0",
+        "-DJUCE_USE_MP3AUDIOFORMAT=1",
         # "-DJUCE_USE_FREETYPE=0",
         "-DJUCE_MODAL_LOOPS_PERMITTED=1",
     ]

From 2e3ca23fca54fb3f9b5afda1fea6559ceb948feb Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Sat, 5 Mar 2022 18:56:30 -0500
Subject: [PATCH 02/43] Remove stream functionality and added tests for file
 reading.

---
 pedalboard/io/AudioFile.h                     | 208 +++++++++---------
 pedalboard/io/FileLikeWrapper.h               | 175 ---------------
 tests/audio/correct/mono_sine_at_44100.aiff   | Bin 0 -> 441054 bytes
 tests/audio/correct/mono_sine_at_44100Hz.flac | Bin 0 -> 101311 bytes
 tests/audio/correct/mono_sine_at_44100Hz.mp3  | Bin 0 -> 50720 bytes
 tests/audio/correct/mono_sine_at_44100Hz.ogg  | Bin 0 -> 11863 bytes
 tests/audio/correct/mono_sine_at_44100Hz.wav  | Bin 0 -> 441044 bytes
 tests/audio/correct/mono_sine_at_48000.aiff   | Bin 0 -> 480054 bytes
 tests/audio/correct/mono_sine_at_48000Hz.flac | Bin 0 -> 108140 bytes
 tests/audio/correct/mono_sine_at_48000Hz.mp3  | Bin 0 -> 52608 bytes
 tests/audio/correct/mono_sine_at_48000Hz.ogg  | Bin 0 -> 13404 bytes
 tests/audio/correct/mono_sine_at_48000Hz.wav  | Bin 0 -> 480044 bytes
 tests/audio/incorrect/mono_sine_at_44100.m4a  | Bin 0 -> 45861 bytes
 tests/audio/incorrect/mono_sine_at_48000.m4a  | Bin 0 -> 45471 bytes
 tests/test_io_read.py                         |  82 +++++++
 15 files changed, 181 insertions(+), 284 deletions(-)
 delete mode 100644 pedalboard/io/FileLikeWrapper.h
 create mode 100644 tests/audio/correct/mono_sine_at_44100.aiff
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.flac
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.mp3
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.ogg
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.wav
 create mode 100644 tests/audio/correct/mono_sine_at_48000.aiff
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.flac
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.mp3
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.ogg
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.wav
 create mode 100644 tests/audio/incorrect/mono_sine_at_44100.m4a
 create mode 100644 tests/audio/incorrect/mono_sine_at_48000.m4a
 create mode 100644 tests/test_io_read.py

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index e0eeddcc8..50382d09f 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -24,121 +24,58 @@
 #include <pybind11/pybind11.h>
 
 #include "../JuceHeader.h"
-#include "./FileLikeWrapper.h"
 
 namespace py = pybind11;
 
-// Returned by the Ogg Vorbis code if an error occurs:
-// 2^32 - 131 ("OV_EINVAL")
-long OGG_FORMAT_ERROR = 4294967165;
-
 namespace Pedalboard {
 
-/**
- * A juce::AudioFile subclass that fetches its
- * data from a provided Python file-like object.
- */
-class AudioFile {
+class AudioFile : public std::enable_shared_from_this<AudioFile> {
 public:
-  static constexpr const int BUFFER_SIZE = 1024 * 16;
-
   AudioFile(std::string filename) {
-      formatManager.registerBasicFormats();
-      juce::File file(filename);
-      reader.reset(formatManager.createReaderFor(file));
-      if (!reader) {
-          throw std::domain_error("Unable to open audio file: " + filename);
-      }
-  }
-
-  AudioFile(std::unique_ptr<PythonInputStream> inputStream, std::string formatHint) {
-    if (!inputStream) {
-      throw std::domain_error("file-like must not be None");
-    }
-
-    // There are a couple important edge cases to consider here:
-    //  - To auto-detect the audio format, an input stream must be seekable 
-    //  - Some formats detect length by doing three commands in sequence:
-    //     - setPosition(getTotalLength())
-    //     - getPosition()
-    //     - setPosition(0)
-    // TODO: Write a custom BufferedInputStream-like subclass that buffers:
-    //  - the first ~10kB of the file
-    //  - the previous ~10kB prior to the current read pointer
-    //  - allows seeking to the start of the file and back to the pointer
-    if (inputStream->isSeekable() && formatHint.empty()) {
-      formatManager.registerBasicFormats();
-      reader.reset(formatManager.createReaderFor(std::move(inputStream)));  
-    } else {
-      if (formatHint.empty()) {
-        // TODO: Try to identify the file type somehow
-        // TODO: Can we subclass InputStream to allow peeking at the first 4 bytes?
-        // urllib3.response.HTTPResponse provides `getheader("Content-Type")`
-        throw std::runtime_error("Passing a file-like requires a file format hint to be passed as the second argument.");
-      }
-
-      if (formatHint.find("ogg") != std::string::npos) {
-        juce::OggVorbisAudioFormat format;
-        reader.reset(format.createReaderFor(inputStream.get(), false));
-      } else if (formatHint.find("mp3") != std::string::npos) {
-        juce::MP3AudioFormat format;
-        reader.reset(format.createReaderFor(inputStream.get(), false));
-      } else if (formatHint.find("wav") != std::string::npos) {
-        juce::WavAudioFormat format;
-        reader.reset(format.createReaderFor(inputStream.get(), false));
-      } else {
-        throw std::domain_error("Unknown format hint: expected one of 'ogg', 'mp3', or 'wav'.");
-      }
-
-      if (reader) inputStream.release();
-    }
-    
-
+    formatManager.registerBasicFormats();
+    juce::File file(filename);
+    reader.reset(formatManager.createReaderFor(file));
     if (!reader) {
-      throw std::domain_error("Unable to open audio file from stream.");
+      throw std::domain_error("Unable to open audio file: " + filename);
     }
-
-    raisePythonErrorIfNecessary();
-  }
-
-  void raisePythonErrorIfNecessary() {
-    ((PythonInputStream *)reader->input)->raisePythonErrorIfNecessary();
-  }
-
-  bool isSeekable() {
-    ((PythonInputStream *)reader->input)->isSeekable();
   }
 
-  double getSampleRate() {
-    raisePythonErrorIfNecessary();
+  double getSampleRate() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
     return reader->sampleRate;
   }
 
-  long getLengthInSamples() {
-    raisePythonErrorIfNecessary();
-
-    if (reader->lengthInSamples < 0 || reader->lengthInSamples == OGG_FORMAT_ERROR) {
-      throw std::domain_error("Unknown number of samples available in file.");
-    }
+  long getLengthInSamples() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
     return reader->lengthInSamples;
   }
 
-  long getNumChannels() {
-    raisePythonErrorIfNecessary();
+  long getNumChannels() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
     return reader->numChannels;
   }
 
   py::array_t<float> read(long long numSamples) {
-    raisePythonErrorIfNecessary();
-
-    if (numSamples == 0) throw std::domain_error("AudioFile will not read an entire file at once, due to the possibility that a file may be larger than available memory");
+    if (numSamples == 0)
+      throw std::domain_error(
+          "AudioFile will not read an entire file at once, due to the "
+          "possibility that a file may be larger than available memory. Please "
+          "pass a number of frames to read (available from the 'frames' "
+          "attribute).");
 
     const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
 
     // Allocate a buffer to return of up to numSamples:
     int numChannels = reader->numChannels;
-    numSamples = std::min(numSamples, reader->lengthInSamples - currentPosition);
-    py::array_t<float> buffer = py::array_t<float>({(int) numChannels, (int)numSamples});
+    numSamples =
+        std::min(numSamples, reader->lengthInSamples - currentPosition);
+    py::array_t<float> buffer =
+        py::array_t<float>({(int)numChannels, (int)numSamples});
 
     py::buffer_info outputInfo = buffer.request();
 
@@ -158,22 +95,35 @@ class AudioFile {
   }
 
   void seek(long long targetPosition) {
-    if (!isSeekable()) throw std::runtime_error("Underlying stream is not seekable.");
-    raisePythonErrorIfNecessary();
-
     const juce::ScopedLock scopedLock(objectLock);
-    if (targetPosition > reader->lengthInSamples) throw std::domain_error("Seek out of bounds");
-    if (targetPosition < 0) throw std::domain_error("Seek out of bounds");
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    if (targetPosition > reader->lengthInSamples)
+      throw std::domain_error("Seek out of bounds");
+    if (targetPosition < 0)
+      throw std::domain_error("Seek out of bounds");
     currentPosition = targetPosition;
   }
 
   long long tell() {
-    raisePythonErrorIfNecessary();
-
     const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
     return currentPosition;
   }
 
+  void close() {
+    const juce::ScopedLock scopedLock(objectLock);
+    reader.reset();
+  }
+
+  std::shared_ptr<AudioFile> enter() { return shared_from_this(); }
+
+  void exit(const py::object &type, const py::object &value,
+            const py::object &traceback) {
+    close();
+  }
+
 private:
   juce::AudioFormatManager formatManager;
   std::unique_ptr<juce::AudioFormatReader> reader = nullptr;
@@ -182,24 +132,64 @@ class AudioFile {
   int currentPosition = 0;
 };
 
-
 inline void init_audiofile(py::module &m) {
-  py::class_<AudioFile>(
+  py::class_<AudioFile, std::shared_ptr<AudioFile>>(
       m, "AudioFile",
-      "An audio file reader interface, with native support for Ogg Vorbis, MP3, Wave, FLAC, and AIFF files.")
+      "An audio file reader interface, with native support for "
+      "for Ogg Vorbis, MP3, WAV, FLAC, and AIFF files on all operating "
+      "systems. On some platforms, the output")
       .def(py::init([](std::string filename) {
              return std::make_unique<AudioFile>(filename);
            }),
            py::arg("filename"))
-      .def(py::init([](py::object fileLike, std::string formatHint) {
-            return std::make_unique<AudioFile>(std::make_unique<PythonInputStream>(fileLike), formatHint);
-           }),
-           py::arg("file_like"), py::arg("format_hint") = "")
-      .def("read", &AudioFile::read)
-      .def("seek", &AudioFile::seek)
-      .def("tell", &AudioFile::tell)
-      .def_property_readonly("samplerate", &AudioFile::getSampleRate)
-      .def_property_readonly("channels", &AudioFile::getNumChannels)
-      .def_property_readonly("frames", &AudioFile::getLengthInSamples);
+      .def("read", &AudioFile::read, py::arg("num_frames") = 0,
+           "Read the given number of frames (samples in each channel) from the "
+           "audio file at the current position.")
+      .def("seek", &AudioFile::seek, py::arg("position"),
+           "Seek the file to the provided location in frames.")
+      .def("tell", &AudioFile::tell,
+           "Fetch the position in the audio file, in frames.")
+      .def("close", &AudioFile::close,
+           "Close the file, rendering this object unusable.")
+      .def("__enter__", &AudioFile::enter)
+      .def("__exit__", &AudioFile::exit)
+      .def_property_readonly("samplerate", &AudioFile::getSampleRate,
+                             "Fetch the sample rate of the file in samples "
+                             "(per channel) per second (Hz).")
+      .def_property_readonly("channels", &AudioFile::getNumChannels,
+                             "Fetch the number of channels in the file.")
+      .def_property_readonly("frames", &AudioFile::getLengthInSamples,
+                             "Fetch the total number of frames (samples per "
+                             "channel) in the file.")
+      .def_property_readonly_static(
+          "supported_formats", [](py::object /* cls */) {
+            juce::AudioFormatManager manager;
+            manager.registerBasicFormats();
+
+            std::vector<std::string> formatNames(manager.getNumKnownFormats());
+            juce::StringArray extensions;
+            for (int i = 0; i < manager.getNumKnownFormats(); i++) {
+              auto *format = manager.getKnownFormat(i);
+              extensions.addArray(format->getFileExtensions());
+            }
+
+            extensions.trim();
+            extensions.removeEmptyStrings();
+            extensions.removeDuplicates(true);
+
+            std::vector<std::string> output;
+            for (juce::String s : extensions) {
+              output.push_back(s.toStdString());
+            }
+
+            std::sort(output.begin(), output.end(),
+              [](const std::string lhs,
+                 const std::string rhs) {
+                return lhs < rhs;
+              });
+
+            
+            return output;
+          });
 }
 } // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/FileLikeWrapper.h b/pedalboard/io/FileLikeWrapper.h
deleted file mode 100644
index 72d9cb56a..000000000
--- a/pedalboard/io/FileLikeWrapper.h
+++ /dev/null
@@ -1,175 +0,0 @@
-/*
- * pedalboard
- * Copyright 2021 Spotify AB
- *
- * Licensed under the GNU Public License, Version 3.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    https://www.gnu.org/licenses/gpl-3.0.html
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#pragma once
-
-#include <mutex>
-#include <optional>
-
-namespace py = pybind11;
-
-#include "../JuceHeader.h"
-
-namespace Pedalboard {
-
-/**
- * A juce::InputStream subclass that fetches its
- * data from a provided Python file-like object.
- */
-class PythonInputStream : public juce::InputStream {
-public:
-
-    PythonInputStream(py::object fileLike): fileLike(fileLike) {
-        if (!py::hasattr(fileLike, "read") || !py::hasattr(fileLike, "seek") || !py::hasattr(fileLike, "tell") || !py::hasattr(fileLike, "seekable")) {
-            throw py::type_error("Expected a file-like object (with read, seek, seekable, and tell methods).");
-        }
-    }
-
-    bool isSeekable() {
-        try {
-            return fileLike.attr("seekable")().cast<bool>();
-        } catch (py::error_already_set) {
-            printf("[PythonInputStream] Error raised\n");
-            pythonErrorRaised = true;
-            return false;
-        }
-    }
-
-    juce::int64 getTotalLength() {
-        py::gil_scoped_acquire acquire;
-
-        // TODO: Try reading a couple of Python properties that may contain the total length:
-        // urllib3.response.HTTPResponse provides `length_remaining`
-
-        try {
-            if (!fileLike.attr("seekable")().cast<bool>()) {
-                printf("[PythonInputStream] getTotalLength => -1\n");
-                return -1;
-            }
-        } catch (py::error_already_set) {
-            printf("[PythonInputStream] Error raised\n");
-            pythonErrorRaised = true;
-            return 0;
-        }
-        
-        if (totalLength == -1) {
-            try {
-                juce::int64 pos = fileLike.attr("tell")().cast<juce::int64>();
-                fileLike.attr("seek")(0, 2);
-                totalLength = fileLike.attr("tell")().cast<juce::int64>();
-                fileLike.attr("seek")(pos, 0);
-            } catch (py::error_already_set) {
-                pythonErrorRaised = true;
-                return -1;
-            }
-        }
-        
-        printf("[PythonInputStream] getTotalLength => %d\n", totalLength);
-        return totalLength;
-    }
-
-    int read (void* buffer, int bytesToRead)
-    {
-        // The buffer should never be null, and a negative size is probably a
-        // sign that something is broken!
-        jassert (buffer != nullptr && bytesToRead >= 0);
-
-        py::bytes result;
-        {
-            py::gil_scoped_acquire acquire;
-            try {
-                result = fileLike.attr("read")(bytesToRead).cast<py::bytes>();    
-            } catch (py::error_already_set) {
-                printf("[PythonInputStream] Error raised\n");
-                pythonErrorRaised = true;
-                return 0;
-            }
-        }
-
-        std::string resultAsString = result;
-        std::memcpy((char *)buffer, (char *)resultAsString.data(), resultAsString.size());
-
-        int bytesCopied = resultAsString.size();
-        printf("[PythonInputStream] read(%p, %d) => %d\n", buffer, bytesToRead, bytesCopied);
-
-        lastReadWasSmallerThanExpected = bytesToRead > bytesCopied;
-        return bytesCopied;
-    }
-
-    bool isExhausted()
-    {
-        if (lastReadWasSmallerThanExpected) {
-            return true;
-        }
-        
-        try {
-            py::gil_scoped_acquire acquire;
-            return fileLike.attr("tell")().cast<juce::int64>() == getTotalLength();
-        } catch (py::error_already_set) {
-            printf("[PythonInputStream] Error raised\n");
-            pythonErrorRaised = true;
-            return true;
-        }
-    }
-
-    juce::int64 getPosition() {
-        printf("[PythonInputStream] getPosition() => %d\n", fileLike.attr("tell")().cast<juce::int64>());
-        try {
-            py::gil_scoped_acquire acquire;
-            return fileLike.attr("tell")().cast<juce::int64>();
-        } catch (py::error_already_set) {
-            printf("[PythonInputStream] Error raised\n");
-            pythonErrorRaised = true;
-            return 0;
-        }
-    }
-
-    bool setPosition (juce::int64 pos)
-    {   
-        printf("[PythonInputStream] setPosition(%d)\n", pos);
-        try {
-            py::gil_scoped_acquire acquire;
-
-            if (fileLike.attr("seekable")().cast<bool>()) {
-                fileLike.attr("seek")(pos);
-            }
-
-            return fileLike.attr("tell")().cast<juce::int64>() == pos;
-        } catch (py::error_already_set) {
-            printf("[PythonInputStream] Error raised\n");
-            pythonErrorRaised = true;
-            return false;
-        }
-    }
-
-    void raisePythonErrorIfNecessary() {
-        py::gil_scoped_acquire acquire;
-        if (pythonErrorRaised) throw py::error_already_set();
-    }
-
-private:
-    py::object fileLike;
-    juce::int64 totalLength = -1;
-    bool lastReadWasSmallerThanExpected = false;
-
-    // the juce::InputStream interface is not exception-safe, so we have to
-    // change the behaviour of this subclass if an exception gets thrown,
-    // then throw the exception ourselves when we have the opportunity.
-    bool pythonErrorRaised = false;
-};
-
-} // namespace Pedalboard
\ No newline at end of file
diff --git a/tests/audio/correct/mono_sine_at_44100.aiff b/tests/audio/correct/mono_sine_at_44100.aiff
new file mode 100644
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GIT binary patch
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diff --git a/tests/audio/correct/mono_sine_at_44100Hz.flac b/tests/audio/correct/mono_sine_at_44100Hz.flac
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diff --git a/tests/audio/correct/mono_sine_at_44100Hz.mp3 b/tests/audio/correct/mono_sine_at_44100Hz.mp3
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diff --git a/tests/audio/correct/mono_sine_at_48000.aiff b/tests/audio/correct/mono_sine_at_48000.aiff
new file mode 100644
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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.flac b/tests/audio/correct/mono_sine_at_48000Hz.flac
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diff --git a/tests/audio/incorrect/mono_sine_at_44100.m4a b/tests/audio/incorrect/mono_sine_at_44100.m4a
new file mode 100644
index 0000000000000000000000000000000000000000..3d8f6417362f74f5b006ae2879c3aeabecbdfed7
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diff --git a/tests/audio/incorrect/mono_sine_at_48000.m4a b/tests/audio/incorrect/mono_sine_at_48000.m4a
new file mode 100644
index 0000000000000000000000000000000000000000..85dc411102617a7daa360efec729087f20782a14
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diff --git a/tests/test_io_read.py b/tests/test_io_read.py
new file mode 100644
index 000000000..d5575227e
--- /dev/null
+++ b/tests/test_io_read.py
@@ -0,0 +1,82 @@
+#! /usr/bin/env python
+#
+# Copyright 2022 Spotify AB
+#
+# Licensed under the GNU Public License, Version 3.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    https://www.gnu.org/licenses/gpl-3.0.html
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import os
+import glob
+import pytest
+import pedalboard
+
+TEST_AUDIO_FILES = {
+    44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
+    48000: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*48000*")),
+}
+
+FILENAMES_AND_SAMPLERATES = [
+    (filename, samplerate)
+    for samplerate, filenames in TEST_AUDIO_FILES.items()
+    for filename in filenames
+    # On some platforms, not all extensions will be available.
+    if any(filename.endswith(extension) for extension in pedalboard.io.AudioFile.supported_formats)
+]
+
+
+@pytest.mark.parametrize("extension", [".mp3", ".wav", ".ogg", ".flac"])
+def test_basic_formats_available_on_all_platforms(extension: str):
+    assert extension in pedalboard.io.AudioFile.supported_formats
+
+
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_basic_load(audio_filename: str, samplerate: float):
+    af = pedalboard.io.AudioFile(audio_filename)
+    assert af.samplerate == samplerate
+    assert af.channels == 1
+    assert af.frames == int(samplerate * 5)
+
+    samples = af.read(af.frames)
+    assert samples.shape == (1, int(samplerate * 5))
+
+    # File should no longer be useful:
+    af.read(1).nbytes == 0
+
+
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_use_as_context_manager(audio_filename: str, samplerate: float):
+    with pedalboard.io.AudioFile(audio_filename) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == 1
+        assert af.frames == int(samplerate * 5)
+
+        samples = af.read(af.frames)
+        assert samples.shape == (1, int(samplerate * 5))
+
+        # File should no longer be useful:
+        af.read(1).nbytes == 0
+
+    with pytest.raises(RuntimeError):
+        af.channels
+
+    with pytest.raises(RuntimeError):
+        af.read(1)
+
+
+def test_fails_gracefully():
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(__file__)
+
+    with pytest.raises(ValueError):
+        with pedalboard.io.AudioFile(__file__) as f:
+            pass

From f706c2b8ef39acc0995fc89e4e391221f093a961 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Sat, 5 Mar 2022 18:56:54 -0500
Subject: [PATCH 03/43] Move m4a tests to correct directory.

---
 .../{incorrect => correct}/mono_sine_at_44100.m4a   | Bin
 .../{incorrect => correct}/mono_sine_at_48000.m4a   | Bin
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename tests/audio/{incorrect => correct}/mono_sine_at_44100.m4a (100%)
 rename tests/audio/{incorrect => correct}/mono_sine_at_48000.m4a (100%)

diff --git a/tests/audio/incorrect/mono_sine_at_44100.m4a b/tests/audio/correct/mono_sine_at_44100.m4a
similarity index 100%
rename from tests/audio/incorrect/mono_sine_at_44100.m4a
rename to tests/audio/correct/mono_sine_at_44100.m4a
diff --git a/tests/audio/incorrect/mono_sine_at_48000.m4a b/tests/audio/correct/mono_sine_at_48000.m4a
similarity index 100%
rename from tests/audio/incorrect/mono_sine_at_48000.m4a
rename to tests/audio/correct/mono_sine_at_48000.m4a

From 6cea690cce4862f4b4d2b117f94d5d27f5ab8210 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Sat, 5 Mar 2022 19:00:47 -0500
Subject: [PATCH 04/43] Add tests for empty/unsupported files.

---
 tests/audio/correct/empty_44100.fake |  0
 tests/audio/correct/empty_48000.fake |  0
 tests/test_io_read.py                | 14 ++++++++++++++
 3 files changed, 14 insertions(+)
 create mode 100644 tests/audio/correct/empty_44100.fake
 create mode 100644 tests/audio/correct/empty_48000.fake

diff --git a/tests/audio/correct/empty_44100.fake b/tests/audio/correct/empty_44100.fake
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/audio/correct/empty_48000.fake b/tests/audio/correct/empty_48000.fake
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/test_io_read.py b/tests/test_io_read.py
index d5575227e..2d41f00fb 100644
--- a/tests/test_io_read.py
+++ b/tests/test_io_read.py
@@ -33,6 +33,14 @@
     if any(filename.endswith(extension) for extension in pedalboard.io.AudioFile.supported_formats)
 ]
 
+UNSUPPORTED_FILENAMES = [
+    filename
+    for filename in sum(TEST_AUDIO_FILES.values(), [])
+    if not any(
+        filename.endswith(extension) for extension in pedalboard.io.AudioFile.supported_formats
+    )
+]
+
 
 @pytest.mark.parametrize("extension", [".mp3", ".wav", ".ogg", ".flac"])
 def test_basic_formats_available_on_all_platforms(extension: str):
@@ -80,3 +88,9 @@ def test_fails_gracefully():
     with pytest.raises(ValueError):
         with pedalboard.io.AudioFile(__file__) as f:
             pass
+
+
+@pytest.mark.parametrize("audio_filename", UNSUPPORTED_FILENAMES)
+def test_fails_on_unsupported_format(audio_filename: str):
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(audio_filename)

From 5fc74315a9cf8f3153fc1b670137f9e4f751d7b3 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Sun, 6 Mar 2022 10:40:23 -0500
Subject: [PATCH 05/43] Add more test files.

---
 pedalboard/io/AudioFile.h                     |  46 +++++++++-----
 tests/audio/correct/empty.fake                |   0
 tests/audio/correct/mono_sine_at_44100Hz.ac3  | Bin 0 -> 60186 bytes
 tests/audio/correct/mono_sine_at_44100Hz.adts | Bin 0 -> 45705 bytes
 ...t_44100.aiff => mono_sine_at_44100Hz.aifc} | Bin
 tests/audio/correct/mono_sine_at_44100Hz.aiff | Bin 0 -> 441054 bytes
 tests/audio/correct/mono_sine_at_44100Hz.caf  | Bin 0 -> 441130 bytes
 ..._at_44100.m4a => mono_sine_at_44100Hz.m4a} | Bin
 tests/audio/correct/mono_sine_at_44100Hz.mp2  | Bin 0 -> 240744 bytes
 tests/audio/correct/mono_sine_at_44100Hz.mp4  | Bin 0 -> 45861 bytes
 tests/audio/correct/mono_sine_at_48000Hz.ac3  | Bin 0 -> 60288 bytes
 tests/audio/correct/mono_sine_at_48000Hz.adts | Bin 0 -> 45372 bytes
 ...t_48000.aiff => mono_sine_at_48000Hz.aifc} | Bin
 tests/audio/correct/mono_sine_at_48000Hz.aiff | Bin 0 -> 480054 bytes
 tests/audio/correct/mono_sine_at_48000Hz.caf  | Bin 0 -> 480130 bytes
 ..._at_48000.m4a => mono_sine_at_48000Hz.m4a} | Bin
 tests/audio/correct/mono_sine_at_48000Hz.mp2  | Bin 0 -> 240768 bytes
 tests/audio/correct/mono_sine_at_48000Hz.mp4  | Bin 0 -> 45471 bytes
 tests/test_io_read.py                         |  59 ++++++++++++++++--
 19 files changed, 85 insertions(+), 20 deletions(-)
 create mode 100644 tests/audio/correct/empty.fake
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.ac3
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.adts
 rename tests/audio/correct/{mono_sine_at_44100.aiff => mono_sine_at_44100Hz.aifc} (100%)
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.aiff
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.caf
 rename tests/audio/correct/{mono_sine_at_44100.m4a => mono_sine_at_44100Hz.m4a} (100%)
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.mp2
 create mode 100644 tests/audio/correct/mono_sine_at_44100Hz.mp4
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.ac3
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.adts
 rename tests/audio/correct/{mono_sine_at_48000.aiff => mono_sine_at_48000Hz.aifc} (100%)
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.aiff
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.caf
 rename tests/audio/correct/{mono_sine_at_48000.m4a => mono_sine_at_48000Hz.m4a} (100%)
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.mp2
 create mode 100644 tests/audio/correct/mono_sine_at_48000Hz.mp4

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 50382d09f..e628a15d8 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -82,12 +82,12 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
     {
       py::gil_scoped_release release;
 
-      float *readPointers[numChannels];
+      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
       for (int c = 0; c < numChannels; c++) {
-        readPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
+        channelPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
       }
 
-      reader->read(readPointers, numChannels, currentPosition, numSamples);
+      reader->read(channelPointers, numChannels, currentPosition, numSamples);
     }
 
     currentPosition += numSamples;
@@ -99,9 +99,9 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
     if (!reader)
       throw std::runtime_error("I/O operation on a closed file.");
     if (targetPosition > reader->lengthInSamples)
-      throw std::domain_error("Seek out of bounds");
+      throw std::domain_error("Cannot seek beyond end of file (" + std::to_string(reader->lengthInSamples) + " frames).");
     if (targetPosition < 0)
-      throw std::domain_error("Seek out of bounds");
+      throw std::domain_error("Cannot seek before start of file.");
     currentPosition = targetPosition;
   }
 
@@ -117,6 +117,18 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
     reader.reset();
   }
 
+  bool isClosed() {
+    const juce::ScopedLock scopedLock(objectLock);
+    return reader == nullptr;
+  }
+
+  bool isSeekable() {
+    const juce::ScopedLock scopedLock(objectLock);
+
+    // At the moment, AudioFile instances are always seekable, as they're backed by files.
+    return !isClosed();
+  }
+
   std::shared_ptr<AudioFile> enter() { return shared_from_this(); }
 
   void exit(const py::object &type, const py::object &value,
@@ -135,16 +147,22 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
 inline void init_audiofile(py::module &m) {
   py::class_<AudioFile, std::shared_ptr<AudioFile>>(
       m, "AudioFile",
-      "An audio file reader interface, with native support for "
-      "for Ogg Vorbis, MP3, WAV, FLAC, and AIFF files on all operating "
-      "systems. On some platforms, the output")
+      "An audio file reader interface, with native support for for Ogg Vorbis, "
+      "MP3, WAV, FLAC, and AIFF files on all operating systems. On some "
+      "platforms, other formats may also be supported. (Use "
+      "AudioFile.supported_formats to see which formats are supported on the "
+      "current platform.)")
       .def(py::init([](std::string filename) {
              return std::make_unique<AudioFile>(filename);
            }),
            py::arg("filename"))
       .def("read", &AudioFile::read, py::arg("num_frames") = 0,
            "Read the given number of frames (samples in each channel) from the "
-           "audio file at the current position.")
+           "audio file at the current position. Audio samples are returned in "
+           "the shape (channels, samples); i.e.: a stereo audio file will have "
+           "shape (2, <length>).")
+      .def("seekable", &AudioFile::isSeekable,
+           "Returns True if the file is currently open and calls to seek() will work.")
       .def("seek", &AudioFile::seek, py::arg("position"),
            "Seek the file to the provided location in frames.")
       .def("tell", &AudioFile::tell,
@@ -153,6 +171,8 @@ inline void init_audiofile(py::module &m) {
            "Close the file, rendering this object unusable.")
       .def("__enter__", &AudioFile::enter)
       .def("__exit__", &AudioFile::exit)
+      .def_property_readonly("closed", &AudioFile::isClosed,
+                             "If the file has been closed, this property will be True.")
       .def_property_readonly("samplerate", &AudioFile::getSampleRate,
                              "Fetch the sample rate of the file in samples "
                              "(per channel) per second (Hz).")
@@ -183,12 +203,10 @@ inline void init_audiofile(py::module &m) {
             }
 
             std::sort(output.begin(), output.end(),
-              [](const std::string lhs,
-                 const std::string rhs) {
-                return lhs < rhs;
-              });
+                      [](const std::string lhs, const std::string rhs) {
+                        return lhs < rhs;
+                      });
 
-            
             return output;
           });
 }
diff --git a/tests/audio/correct/empty.fake b/tests/audio/correct/empty.fake
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/audio/correct/mono_sine_at_44100Hz.ac3 b/tests/audio/correct/mono_sine_at_44100Hz.ac3
new file mode 100644
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diff --git a/tests/audio/correct/mono_sine_at_44100Hz.adts b/tests/audio/correct/mono_sine_at_44100Hz.adts
new file mode 100644
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diff --git a/tests/audio/correct/mono_sine_at_44100.aiff b/tests/audio/correct/mono_sine_at_44100Hz.aifc
similarity index 100%
rename from tests/audio/correct/mono_sine_at_44100.aiff
rename to tests/audio/correct/mono_sine_at_44100Hz.aifc
diff --git a/tests/audio/correct/mono_sine_at_44100Hz.aiff b/tests/audio/correct/mono_sine_at_44100Hz.aiff
new file mode 100644
index 0000000000000000000000000000000000000000..f627182473131d7a40a0b5d776559ff6430ab587
GIT binary patch
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diff --git a/tests/audio/correct/mono_sine_at_44100Hz.caf b/tests/audio/correct/mono_sine_at_44100Hz.caf
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diff --git a/tests/audio/correct/mono_sine_at_44100.m4a b/tests/audio/correct/mono_sine_at_44100Hz.m4a
similarity index 100%
rename from tests/audio/correct/mono_sine_at_44100.m4a
rename to tests/audio/correct/mono_sine_at_44100Hz.m4a
diff --git a/tests/audio/correct/mono_sine_at_44100Hz.mp2 b/tests/audio/correct/mono_sine_at_44100Hz.mp2
new file mode 100644
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diff --git a/tests/audio/correct/mono_sine_at_44100Hz.mp4 b/tests/audio/correct/mono_sine_at_44100Hz.mp4
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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.ac3 b/tests/audio/correct/mono_sine_at_48000Hz.ac3
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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.adts b/tests/audio/correct/mono_sine_at_48000Hz.adts
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diff --git a/tests/audio/correct/mono_sine_at_48000.aiff b/tests/audio/correct/mono_sine_at_48000Hz.aifc
similarity index 100%
rename from tests/audio/correct/mono_sine_at_48000.aiff
rename to tests/audio/correct/mono_sine_at_48000Hz.aifc
diff --git a/tests/audio/correct/mono_sine_at_48000Hz.aiff b/tests/audio/correct/mono_sine_at_48000Hz.aiff
new file mode 100644
index 0000000000000000000000000000000000000000..7dd012298c1b97d03d547b694e04c2eff801d477
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HcmV?d00001

diff --git a/tests/audio/correct/mono_sine_at_48000Hz.caf b/tests/audio/correct/mono_sine_at_48000Hz.caf
new file mode 100644
index 0000000000000000000000000000000000000000..fde5e698174e5daa3cf2053c93adccc76bc53936
GIT binary patch
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diff --git a/tests/audio/correct/mono_sine_at_48000.m4a b/tests/audio/correct/mono_sine_at_48000Hz.m4a
similarity index 100%
rename from tests/audio/correct/mono_sine_at_48000.m4a
rename to tests/audio/correct/mono_sine_at_48000Hz.m4a
diff --git a/tests/audio/correct/mono_sine_at_48000Hz.mp2 b/tests/audio/correct/mono_sine_at_48000Hz.mp2
new file mode 100644
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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.mp4 b/tests/audio/correct/mono_sine_at_48000Hz.mp4
new file mode 100644
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HcmV?d00001

diff --git a/tests/test_io_read.py b/tests/test_io_read.py
index 2d41f00fb..212a100df 100644
--- a/tests/test_io_read.py
+++ b/tests/test_io_read.py
@@ -20,6 +20,9 @@
 import pytest
 import pedalboard
 
+EXPECTED_DURATION_SECONDS = 5
+EXPECT_LENGTH_TO_BE_EXACT = {"mp3", "wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
+
 TEST_AUDIO_FILES = {
     44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
     48000: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*48000*")),
@@ -52,28 +55,64 @@ def test_basic_load(audio_filename: str, samplerate: float):
     af = pedalboard.io.AudioFile(audio_filename)
     assert af.samplerate == samplerate
     assert af.channels == 1
-    assert af.frames == int(samplerate * 5)
+    if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
+        assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
+    else:
+        assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
 
-    samples = af.read(af.frames)
-    assert samples.shape == (1, int(samplerate * 5))
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
 
     # File should no longer be useful:
     af.read(1).nbytes == 0
 
+    # Seeking back to the start of the file should work:
+    assert af.seekable()
+    af.seek(0)
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+    # Seeking to an arbitrary point should also work
+    af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+
+    af.close()
+
+    with pytest.raises(RuntimeError):
+        af.channels
+
+    with pytest.raises(RuntimeError):
+        af.read(1)
+
 
 @pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
 def test_use_as_context_manager(audio_filename: str, samplerate: float):
     with pedalboard.io.AudioFile(audio_filename) as af:
         assert af.samplerate == samplerate
         assert af.channels == 1
-        assert af.frames == int(samplerate * 5)
+        if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
+            assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
+        else:
+            assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
 
-        samples = af.read(af.frames)
-        assert samples.shape == (1, int(samplerate * 5))
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
 
         # File should no longer be useful:
         af.read(1).nbytes == 0
 
+        # Seeking back to the start of the file should work:
+        assert af.seekable()
+        af.seek(0)
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+        # Seeking to an arbitrary point should also work
+        af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+
     with pytest.raises(RuntimeError):
         af.channels
 
@@ -81,6 +120,14 @@ def test_use_as_context_manager(audio_filename: str, samplerate: float):
         af.read(1)
 
 
+def test_context_manager_allows_exceptions():
+    with pytest.raises(AssertionError):
+        with pedalboard.io.AudioFile(FILENAMES_AND_SAMPLERATES[0][0]) as af:
+            assert False
+
+    assert af.closed
+
+
 def test_fails_gracefully():
     with pytest.raises(ValueError):
         pedalboard.io.AudioFile(__file__)

From 6c0938c519f293158ca6f92fc813475ade57992a Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Mon, 7 Mar 2022 15:01:06 -0500
Subject: [PATCH 06/43] Add ReadableAudioFile and WriteableAudioFile
 subclasses.

---
 README.md                 |  40 ++-
 pedalboard/BufferUtils.h  | 175 ++++++++++++
 pedalboard/io/AudioFile.h | 541 ++++++++++++++++++++++++++++++++++----
 pedalboard/io/__init__.py |   1 +
 pedalboard/process.h      | 151 +----------
 tests/test_io.py          | 299 +++++++++++++++++++++
 tests/test_io_read.py     | 143 ----------
 tests/utils.py            |   4 +-
 8 files changed, 990 insertions(+), 364 deletions(-)
 create mode 100644 pedalboard/BufferUtils.h
 create mode 100644 pedalboard/io/__init__.py
 create mode 100644 tests/test_io.py
 delete mode 100644 tests/test_io_read.py

diff --git a/README.md b/README.md
index 953aef30a..a50b90338 100644
--- a/README.md
+++ b/README.md
@@ -27,11 +27,16 @@ Internally at Spotify, `pedalboard` is used for [data augmentation](https://en.w
    - Quality reduction: `Resample`, `Bitcrush`
  - Supports VST3® plugins on macOS, Windows, and Linux (`pedalboard.load_plugin`)
  - Supports Audio Units on macOS
+ - Built-in audio I/O utilities (`pedalboard.io.AudioFile`)
+   - Support for reading AIFF, FLAC, MP3, OGG, and WAV files on all platforms with no dependencies
+   - Support for writing AIFF, FLAC, OGG, and WAV on all platforms with no dependencies
+   - Additional support for reading AAC, AC3, WMA, and other formats depending on platform
  - Strong thread-safety, memory usage, and speed guarantees
    - Releases Python's Global Interpreter Lock (GIL) to allow use of multiple CPU cores
      - No need to use `multiprocessing`!
    - Even when only using one thread:
      - Processes audio up to **300x** faster than [pySoX](https://github.com/rabitt/pysox) for single transforms, and 2-5x faster<sup>[1](https://github.com/iCorv/pedalboard_with_tfdata)</sup> than [SoxBindings](https://github.com/pseeth/soxbindings)
+     - Reads audio files up to **20x** faster than [`librosa.load`](https://librosa.org/doc/main/generated/librosa.load.html)
  - Tested compatibility with TensorFlow - can be used in `tf.data` pipelines!
 
 ## Installation
@@ -88,30 +93,35 @@ to the next in an undesired fashion, try:
 ### Quick Start
 
 ```python
-import soundfile as sf
 from pedalboard import Pedalboard, Chorus, Reverb
+from pedalboard.io import AudioFile
 
-# Read in an audio file:
-audio, sample_rate = sf.read('some-file.wav')
+# Read in a whole audio file:
+with AudioFile('some-file.wav', 'r') as f:
+  audio = f.read(f.frames)
+  samplerate = f.samplerate
 
 # Make a Pedalboard object, containing multiple plugins:
 board = Pedalboard([Chorus(), Reverb(room_size=0.25)])
 
 # Run the audio through this pedalboard!
-effected = board(audio, sample_rate)
+effected = board(audio, samplerate)
 
 # Write the audio back as a wav file:
-sf.write('./processed-output.wav', effected, sample_rate)
+with AudioFile('processed-output.wav', 'w', samplerate) as f:
+  f.write(effected)
 ```
 
 ### Making a guitar-style pedalboard
 
 ```python
-import soundfile as sf
 # Don't do import *! (It just makes this example smaller)
 from pedalboard import *
+from pedalboard.io import AudioFile
 
-audio, sample_rate = sf.read('./guitar-input.wav')
+with AudioFile('guitar-input.wav', 'r') as f:
+  audio = f.read(f.frames)
+  samplerate = f.samplerate
 
 # Make a pretty interesting sounding guitar pedalboard:
 board = Pedalboard([
@@ -133,17 +143,18 @@ board.append(Limiter())
 board[0].threshold_db = -40
 
 # Run the audio through this pedalboard!
-effected = board(audio, sample_rate)
+effected = board(audio, samplerate)
 
 # Write the audio back as a wav file:
-sf.write('./guitar-output.wav', effected, sample_rate)
+with AudioFile('processed-output.wav', 'w', samplerate) as f:
+  f.write(effected)
 ```
 
 ### Using VST3® or Audio Unit plugins
 
 ```python
-import soundfile as sf
 from pedalboard import Pedalboard, Reverb, load_plugin
+from pedalboard.io import AudioFile
 
 # Load a VST3 or Audio Unit plugin from a known path on disk:
 vst = load_plugin("./VSTs/RoughRider3.vst3")
@@ -160,13 +171,15 @@ print(vst.parameters.keys())
 vst.ratio = 15
 
 # Use this VST to process some audio:
-audio, sample_rate = sf.read('some-file.wav')
-effected = vst(audio, sample_rate)
+with AudioFile('some-file.wav', 'r') as f:
+  audio = f.read(f.frames)
+  samplerate = f.samplerate
+effected = vst(audio, samplerate)
 
 # ...or put this VST into a chain with other plugins:
 board = Pedalboard([vst, Reverb()])
 # ...and run that pedalboard with the same VST instance!
-effected = board(audio, sample_rate)
+effected = board(audio, samplerate)
 ```
 
 ### Creating parallel effects chains
@@ -177,7 +190,6 @@ objects are themselves `Plugin` objects, so you can nest them
 as much as you like:
 
 ```python
-import soundfile as sf
 from pedalboard import Pedalboard, Compressor, Delay, Distortion, Gain, PitchShift, Reverb, Mix
 
 passthrough = Gain(gain_db=0)
diff --git a/pedalboard/BufferUtils.h b/pedalboard/BufferUtils.h
new file mode 100644
index 000000000..d5f2e40b4
--- /dev/null
+++ b/pedalboard/BufferUtils.h
@@ -0,0 +1,175 @@
+/*
+ * pedalboard
+ * Copyright 2021 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+#include "JuceHeader.h"
+
+#include <pybind11/numpy.h>
+#include <pybind11/pybind11.h>
+
+namespace Pedalboard {
+enum class ChannelLayout {
+  Interleaved,
+  NotInterleaved,
+};
+
+template <typename T>
+ChannelLayout
+detectChannelLayout(const py::array_t<T, py::array::c_style> inputArray) {
+  py::buffer_info inputInfo = inputArray.request();
+
+  if (inputInfo.ndim == 1) {
+    return ChannelLayout::NotInterleaved;
+  } else if (inputInfo.ndim == 2) {
+    // Try to auto-detect the channel layout from the shape
+    if (inputInfo.shape[1] < inputInfo.shape[0]) {
+      return ChannelLayout::Interleaved;
+    } else if (inputInfo.shape[0] < inputInfo.shape[1]) {
+      return ChannelLayout::NotInterleaved;
+    } else {
+      throw std::runtime_error(
+          "Unable to determine channel layout from shape!");
+    }
+  } else {
+    throw std::runtime_error("Number of input dimensions must be 1 or 2 (got " +
+                             std::to_string(inputInfo.ndim) + ").");
+  }
+}
+
+template <typename T>
+juce::AudioBuffer<T>
+copyPyArrayIntoJuceBuffer(const py::array_t<T, py::array::c_style> inputArray) {
+  // Numpy/Librosa convention is (num_samples, num_channels)
+  py::buffer_info inputInfo = inputArray.request();
+
+  unsigned int numChannels = 0;
+  unsigned int numSamples = 0;
+  ChannelLayout inputChannelLayout = detectChannelLayout(inputArray);
+
+  if (inputInfo.ndim == 1) {
+    numSamples = inputInfo.shape[0];
+    numChannels = 1;
+  } else if (inputInfo.ndim == 2) {
+    // Try to auto-detect the channel layout from the shape
+    if (inputInfo.shape[1] < inputInfo.shape[0]) {
+      numSamples = inputInfo.shape[0];
+      numChannels = inputInfo.shape[1];
+    } else if (inputInfo.shape[0] < inputInfo.shape[1]) {
+      numSamples = inputInfo.shape[1];
+      numChannels = inputInfo.shape[0];
+    } else {
+      throw std::runtime_error("Unable to determine shape of audio input!");
+    }
+  } else {
+    throw std::runtime_error("Number of input dimensions must be 1 or 2 (got " +
+                             std::to_string(inputInfo.ndim) + ").");
+  }
+
+  if (numChannels == 0) {
+    throw std::runtime_error("No channels passed!");
+  } else if (numChannels > 2) {
+    throw std::runtime_error("More than two channels received!");
+  }
+
+  juce::AudioBuffer<T> ioBuffer(numChannels, numSamples);
+
+  // Depending on the input channel layout, we need to copy data
+  // differently. This loop is duplicated here to move the if statement
+  // outside of the tight loop, as we don't need to re-check that the input
+  // channel is still the same on every iteration of the loop.
+  switch (inputChannelLayout) {
+  case ChannelLayout::Interleaved:
+    for (unsigned int i = 0; i < numChannels; i++) {
+      T *channelBuffer = ioBuffer.getWritePointer(i);
+      // We're de-interleaving the data here, so we can't use copyFrom.
+      for (unsigned int j = 0; j < numSamples; j++) {
+        channelBuffer[j] = static_cast<T *>(inputInfo.ptr)[j * numChannels + i];
+      }
+    }
+    break;
+  case ChannelLayout::NotInterleaved:
+    for (unsigned int i = 0; i < numChannels; i++) {
+      ioBuffer.copyFrom(
+          i, 0, static_cast<T *>(inputInfo.ptr) + (numSamples * i), numSamples);
+    }
+    break;
+  default:
+    throw std::runtime_error("Internal error: got unexpected channel layout.");
+  }
+
+  return ioBuffer;
+}
+
+template <typename T>
+py::array_t<T> copyJuceBufferIntoPyArray(const juce::AudioBuffer<T> juceBuffer,
+                                         ChannelLayout channelLayout,
+                                         int offsetSamples, int ndim = 2) {
+  unsigned int numChannels = juceBuffer.getNumChannels();
+  unsigned int numSamples = juceBuffer.getNumSamples();
+  unsigned int outputSampleCount =
+      std::max((int)numSamples - (int)offsetSamples, 0);
+
+  // TODO: Avoid the need to copy here if offsetSamples is 0!
+  py::array_t<T> outputArray;
+  if (ndim == 2) {
+    switch (channelLayout) {
+    case ChannelLayout::Interleaved:
+      outputArray = py::array_t<T>({outputSampleCount, numChannels});
+      break;
+    case ChannelLayout::NotInterleaved:
+      outputArray = py::array_t<T>({numChannels, outputSampleCount});
+      break;
+    default:
+      throw std::runtime_error(
+          "Internal error: got unexpected channel layout.");
+    }
+  } else {
+    outputArray = py::array_t<T>(outputSampleCount);
+  }
+
+  py::buffer_info outputInfo = outputArray.request();
+
+  // Depending on the input channel layout, we need to copy data
+  // differently. This loop is duplicated here to move the if statement
+  // outside of the tight loop, as we don't need to re-check that the input
+  // channel is still the same on every iteration of the loop.
+  T *outputBasePointer = static_cast<T *>(outputInfo.ptr);
+
+  switch (channelLayout) {
+  case ChannelLayout::Interleaved:
+    for (unsigned int i = 0; i < numChannels; i++) {
+      const T *channelBuffer = juceBuffer.getReadPointer(i, offsetSamples);
+      // We're interleaving the data here, so we can't use copyFrom.
+      for (unsigned int j = 0; j < outputSampleCount; j++) {
+        outputBasePointer[j * numChannels + i] = channelBuffer[j];
+      }
+    }
+    break;
+  case ChannelLayout::NotInterleaved:
+    for (unsigned int i = 0; i < numChannels; i++) {
+      const T *channelBuffer = juceBuffer.getReadPointer(i, offsetSamples);
+      std::copy(channelBuffer, channelBuffer + outputSampleCount,
+                &outputBasePointer[outputSampleCount * i]);
+    }
+    break;
+  default:
+    throw std::runtime_error("Internal error: got unexpected channel layout.");
+  }
+
+  return outputArray;
+}
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index e628a15d8..a660c1d95 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -23,21 +23,38 @@
 #include <pybind11/numpy.h>
 #include <pybind11/pybind11.h>
 
+#include "../BufferUtils.h"
 #include "../JuceHeader.h"
 
 namespace py = pybind11;
 
 namespace Pedalboard {
 
-class AudioFile : public std::enable_shared_from_this<AudioFile> {
+class AudioFile {};
+
+class ReadableAudioFile
+    : public AudioFile,
+      public std::enable_shared_from_this<ReadableAudioFile> {
 public:
-  AudioFile(std::string filename) {
+  ReadableAudioFile(std::string filename) : filename(filename) {
     formatManager.registerBasicFormats();
     juce::File file(filename);
+
+    if (!file.existsAsFile()) {
+      throw std::domain_error(
+          "Failed to open audio file: file does not exist: " + filename);
+    }
+
+    // createReaderFor(juce::File) is fast, as it only looks at file extension:
     reader.reset(formatManager.createReaderFor(file));
     if (!reader) {
-      throw std::domain_error("Unable to open audio file: " + filename);
+      // This is slower but more thorough:
+      reader.reset(formatManager.createReaderFor(file.createInputStream()));
     }
+
+    if (!reader)
+      throw std::domain_error("Unable to open audio file for reading: " +
+                              filename);
   }
 
   double getSampleRate() const {
@@ -61,7 +78,7 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
   py::array_t<float> read(long long numSamples) {
     if (numSamples == 0)
       throw std::domain_error(
-          "AudioFile will not read an entire file at once, due to the "
+          "ReadableAudioFile will not read an entire file at once, due to the "
           "possibility that a file may be larger than available memory. Please "
           "pass a number of frames to read (available from the 'frames' "
           "attribute).");
@@ -99,13 +116,15 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
     if (!reader)
       throw std::runtime_error("I/O operation on a closed file.");
     if (targetPosition > reader->lengthInSamples)
-      throw std::domain_error("Cannot seek beyond end of file (" + std::to_string(reader->lengthInSamples) + " frames).");
+      throw std::domain_error("Cannot seek beyond end of file (" +
+                              std::to_string(reader->lengthInSamples) +
+                              " frames).");
     if (targetPosition < 0)
       throw std::domain_error("Cannot seek before start of file.");
     currentPosition = targetPosition;
   }
 
-  long long tell() {
+  long long tell() const {
     const juce::ScopedLock scopedLock(objectLock);
     if (!reader)
       throw std::runtime_error("I/O operation on a closed file.");
@@ -117,19 +136,22 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
     reader.reset();
   }
 
-  bool isClosed() {
+  bool isClosed() const {
     const juce::ScopedLock scopedLock(objectLock);
-    return reader == nullptr;
+    return !reader;
   }
 
-  bool isSeekable() {
+  bool isSeekable() const {
     const juce::ScopedLock scopedLock(objectLock);
 
-    // At the moment, AudioFile instances are always seekable, as they're backed by files.
+    // At the moment, ReadableAudioFile instances are always seekable, as
+    // they're backed by files.
     return !isClosed();
   }
 
-  std::shared_ptr<AudioFile> enter() { return shared_from_this(); }
+  std::string getFilename() const { return filename; }
+
+  std::shared_ptr<ReadableAudioFile> enter() { return shared_from_this(); }
 
   void exit(const py::object &type, const py::object &value,
             const py::object &traceback) {
@@ -138,76 +160,485 @@ class AudioFile : public std::enable_shared_from_this<AudioFile> {
 
 private:
   juce::AudioFormatManager formatManager;
-  std::unique_ptr<juce::AudioFormatReader> reader = nullptr;
+  std::string filename;
+  std::unique_ptr<juce::AudioFormatReader> reader;
   juce::CriticalSection objectLock;
 
   int currentPosition = 0;
+}; // namespace Pedalboard
+
+bool isInteger(double value) {
+  double intpart;
+  return modf(value, &intpart) == 0.0;
+}
+
+class WriteableAudioFile
+    : public AudioFile,
+      public std::enable_shared_from_this<WriteableAudioFile> {
+public:
+  WriteableAudioFile(std::string filename, double writeSampleRate,
+                     int numChannels = 1, int bitsPerSample = 16,
+                     int qualityOptionIndex = 0)
+      : filename(filename) {
+    pybind11::gil_scoped_release release;
+
+    if (!isInteger(writeSampleRate)) {
+      throw std::domain_error(
+          "Opening an audio file for writing requires an integer sample rate.");
+    }
+
+    if (writeSampleRate == 0) {
+      throw std::domain_error(
+          "Opening an audio file for writing requires a non-zero sample rate.");
+    }
+
+    if (numChannels == 0) {
+      throw py::type_error("Opening an audio file for writing requires a "
+                           "non-zero num_channels.");
+    }
+
+    formatManager.registerBasicFormats();
+    juce::File file(filename);
+
+    std::unique_ptr<juce::FileOutputStream> outputStream =
+        std::make_unique<juce::FileOutputStream>(file);
+    if (!outputStream->openedOk()) {
+      throw std::domain_error("Unable to open audio file for writing: " +
+                              filename);
+    }
+
+    outputStream->setPosition(0);
+    outputStream->truncate();
+
+    juce::AudioFormat *format =
+        formatManager.findFormatForFileExtension(file.getFileExtension());
+
+    if (!format) {
+      if (file.getFileExtension().isEmpty()) {
+        throw std::domain_error("No file extension provided - cannot detect "
+                                "audio format to write with for file path: " +
+                                filename);
+      }
+
+      throw std::domain_error(
+          "Unable to detect audio format for file extension: " +
+          file.getFileExtension().toStdString());
+    }
+
+    juce::StringPairArray emptyMetadata;
+    writer.reset(format->createWriterFor(outputStream.get(), writeSampleRate,
+                                         numChannels, bitsPerSample,
+                                         emptyMetadata, qualityOptionIndex));
+    if (!writer) {
+      // Check common errors first:
+      juce::Array<int> possibleSampleRates = format->getPossibleSampleRates();
+
+      if (possibleSampleRates.isEmpty()) {
+        throw std::domain_error(
+            file.getFileExtension().toStdString() +
+            " audio files are not writable with Pedalboard.");
+      }
+
+      if (!possibleSampleRates.contains((int)writeSampleRate)) {
+        std::ostringstream sampleRateString;
+        for (int i = 0; i < possibleSampleRates.size(); i++) {
+          sampleRateString << possibleSampleRates[i];
+          if (i < possibleSampleRates.size() - 1)
+            sampleRateString << ", ";
+        }
+        throw std::domain_error(
+            format->getFormatName().toStdString() +
+            " audio files do not support the provided sample rate of " +
+            std::to_string(writeSampleRate) +
+            "Hz. Supported sample rates: " + sampleRateString.str());
+      }
+
+      throw std::domain_error("Unable to create audio file writer: " +
+                              filename);
+    } else {
+      outputStream.release();
+    }
+  }
+
+  // TODO: Support int16, int32, etc
+  void write(py::array_t<float, py::array::c_style> inputArray) {
+    const juce::ScopedLock scopedLock(objectLock);
+
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    // Numpy/Librosa convention is (num_samples, num_channels)
+    py::buffer_info inputInfo = inputArray.request();
+
+    unsigned int numChannels = 0;
+    unsigned int numSamples = 0;
+    ChannelLayout inputChannelLayout = detectChannelLayout(inputArray);
+
+    // Release the GIL when we do the writing, after we
+    // already have a reference to the input array:
+    pybind11::gil_scoped_release release;
+
+    if (inputInfo.ndim == 1) {
+      numSamples = inputInfo.shape[0];
+      numChannels = 1;
+    } else if (inputInfo.ndim == 2) {
+      // Try to auto-detect the channel layout from the shape
+      if (inputInfo.shape[0] == getNumChannels() &&
+          inputInfo.shape[1] == getNumChannels()) {
+        throw std::runtime_error(
+            "Unable to determine shape of audio input! Both dimensions have "
+            "the same shape. Expected " +
+            std::to_string(getNumChannels()) +
+            "-channel audio, with one dimension larger than the other.");
+      } else if (inputInfo.shape[1] == getNumChannels()) {
+        numSamples = inputInfo.shape[0];
+        numChannels = inputInfo.shape[1];
+      } else if (inputInfo.shape[0] == getNumChannels()) {
+        numSamples = inputInfo.shape[1];
+        numChannels = inputInfo.shape[0];
+      } else {
+        throw std::runtime_error(
+            "Unable to determine shape of audio input! Expected " +
+            std::to_string(getNumChannels()) + "-channel audio.");
+      }
+    } else {
+      throw std::runtime_error(
+          "Number of input dimensions must be 1 or 2 (got " +
+          std::to_string(inputInfo.ndim) + ").");
+    }
+
+    if (numChannels == 0) {
+      // No work to do.
+      return;
+    } else if (numChannels != getNumChannels()) {
+      throw std::runtime_error(
+          "WritableAudioFile was opened with num_channels=" +
+          std::to_string(getNumChannels()) +
+          ", but was passed an array containing " +
+          std::to_string(numChannels) + "-channel audio!");
+    }
+
+    // Depending on the input channel layout, we need to copy data
+    // differently. This loop is duplicated here to move the if statement
+    // outside of the tight loop, as we don't need to re-check that the input
+    // channel is still the same on every iteration of the loop.
+    switch (inputChannelLayout) {
+    case ChannelLayout::Interleaved: {
+      // Use a temporary buffer to chunk the audio input
+      // and pass it into the writer, chunk by chunk, rather
+      // than de-interleaving the entire buffer at once:
+      deinterleaveBuffers.resize(numChannels);
+
+      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
+      for (int startSample = 0; startSample < numSamples;
+           startSample += DEINTERLEAVE_BUFFER_SIZE_FRAMES) {
+        int samplesToWrite =
+            std::min(numSamples - startSample, DEINTERLEAVE_BUFFER_SIZE_FRAMES);
+
+        for (int c = 0; c < numChannels; c++) {
+          deinterleaveBuffers[c].resize(samplesToWrite);
+          channelPointers[c] = deinterleaveBuffers[c].data();
+
+          // We're de-interleaving the data here, so we can't use copyFrom.
+          for (unsigned int i = 0; i < samplesToWrite; i++) {
+            deinterleaveBuffers[c][i] = ((
+                float *)(inputInfo.ptr))[((i + startSample) * numChannels) + c];
+          }
+        }
+
+        if (!writer->writeFromFloatArrays(channelPointers, numChannels,
+                                          samplesToWrite)) {
+          throw std::runtime_error("Unable to write data to audio file.");
+        }
+      }
+
+      break;
+    }
+    case ChannelLayout::NotInterleaved: {
+      // We can just pass all the data to writeFromFloatArrays:
+      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
+      for (int c = 0; c < numChannels; c++) {
+        channelPointers[c] = ((float *)inputInfo.ptr) + (numSamples * c);
+      }
+      if (!writer->writeFromFloatArrays(channelPointers, numChannels,
+                                        numSamples)) {
+        throw std::runtime_error("Unable to write data to audio file.");
+      }
+      break;
+    }
+    default:
+      throw std::runtime_error(
+          "Internal error: got unexpected channel layout.");
+    }
+
+    framesWritten += numSamples;
+  }
+
+  void flush() {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    const juce::ScopedLock scopedLock(objectLock);
+    pybind11::gil_scoped_release release;
+
+    if (!writer->flush()) {
+      throw std::runtime_error(
+          "Unable to flush audio file; is the underlying file seekable?");
+    }
+  }
+
+  void close() {
+    if (!writer)
+      throw std::runtime_error("Cannot close closed file.");
+    const juce::ScopedLock scopedLock(objectLock);
+    writer.reset();
+  }
+
+  bool isClosed() const {
+    const juce::ScopedLock scopedLock(objectLock);
+    return !writer;
+  }
+
+  double getSampleRate() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return writer->getSampleRate();
+  }
+
+  std::string getFilename() const { return filename; }
+
+  long getFramesWritten() const { return framesWritten; }
+
+  long getNumChannels() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return writer->getNumChannels();
+  }
+
+  std::shared_ptr<WriteableAudioFile> enter() { return shared_from_this(); }
+
+  void exit(const py::object &type, const py::object &value,
+            const py::object &traceback) {
+    close();
+  }
+
+private:
+  juce::AudioFormatManager formatManager;
+  std::string filename;
+  std::unique_ptr<juce::AudioFormatWriter> writer;
+  std::vector<std::vector<float>> deinterleaveBuffers;
+  juce::CriticalSection objectLock;
+  int framesWritten = 0;
+
+  static constexpr const unsigned int DEINTERLEAVE_BUFFER_SIZE_FRAMES = 1024;
 };
 
 inline void init_audiofile(py::module &m) {
   py::class_<AudioFile, std::shared_ptr<AudioFile>>(
-      m, "AudioFile",
-      "An audio file reader interface, with native support for for Ogg Vorbis, "
+      m, "AudioFile", "A base class for readable and writeable audio files.")
+      .def(py::init<>()) // Make this class effectively abstract; we can only
+                         // instantiate subclasses.
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename, std::string mode) {
+            if (mode == "r") {
+              return std::make_shared<ReadableAudioFile>(filename);
+            } else if (mode == "w") {
+              throw py::type_error("Opening an audio file for writing requires "
+                                   "samplerate and num_channels arguments.");
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") and write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("filename"), py::arg("mode") = "r")
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename, std::string mode,
+             double sampleRate, int numChannels) {
+            if (mode == "r") {
+              throw py::type_error(
+                  "Opening an audio file for reading does not require "
+                  "samplerate and num_channels arguments - these parameters "
+                  "will be read from the file.");
+            } else if (mode == "w") {
+              if (sampleRate == -1) {
+                throw py::type_error(
+                    "Opening an audio file for writing requires a samplerate "
+                    "argument to be provided.");
+              }
+
+              return std::make_shared<WriteableAudioFile>(filename, sampleRate,
+                                                          numChannels);
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") and write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
+          py::arg("samplerate") = -1, py::arg("num_channels") = 1);
+
+  py::class_<ReadableAudioFile, AudioFile, std::shared_ptr<ReadableAudioFile>>(
+      m, "ReadableAudioFile",
+      "An audio file reader interface, with native support for Ogg Vorbis, "
       "MP3, WAV, FLAC, and AIFF files on all operating systems. On some "
-      "platforms, other formats may also be supported. (Use "
-      "AudioFile.supported_formats to see which formats are supported on the "
-      "current platform.)")
+      "platforms, other formats may also be readable. (Use "
+      "AudioFile.supported_read_formats and AudioFile.supported_write_formats "
+      "to see which formats are supported on the current platform.)")
       .def(py::init([](std::string filename) {
-             return std::make_unique<AudioFile>(filename);
+             return std::make_shared<ReadableAudioFile>(filename);
            }),
            py::arg("filename"))
-      .def("read", &AudioFile::read, py::arg("num_frames") = 0,
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename) {
+            return std::make_shared<ReadableAudioFile>(filename);
+          },
+          py::arg("cls"), py::arg("filename"))
+      .def("read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
            "Read the given number of frames (samples in each channel) from the "
            "audio file at the current position. Audio samples are returned in "
            "the shape (channels, samples); i.e.: a stereo audio file will have "
            "shape (2, <length>).")
-      .def("seekable", &AudioFile::isSeekable,
-           "Returns True if the file is currently open and calls to seek() will work.")
-      .def("seek", &AudioFile::seek, py::arg("position"),
+      .def("seekable", &ReadableAudioFile::isSeekable,
+           "Returns True if the file is currently open and calls to seek() "
+           "will work.")
+      .def("seek", &ReadableAudioFile::seek, py::arg("position"),
            "Seek the file to the provided location in frames.")
-      .def("tell", &AudioFile::tell,
+      .def("tell", &ReadableAudioFile::tell,
            "Fetch the position in the audio file, in frames.")
-      .def("close", &AudioFile::close,
+      .def("close", &ReadableAudioFile::close,
            "Close the file, rendering this object unusable.")
-      .def("__enter__", &AudioFile::enter)
-      .def("__exit__", &AudioFile::exit)
-      .def_property_readonly("closed", &AudioFile::isClosed,
-                             "If the file has been closed, this property will be True.")
-      .def_property_readonly("samplerate", &AudioFile::getSampleRate,
+      .def("__enter__", &ReadableAudioFile::enter)
+      .def("__exit__", &ReadableAudioFile::exit)
+      .def("__repr__",
+           [](const ReadableAudioFile &file) {
+             std::ostringstream ss;
+             ss << "<pedalboard.io.ReadableAudioFile";
+             if (!file.getFilename().empty()) {
+               ss << " filename=" << file.getFilename();
+             }
+             if (file.isClosed()) {
+               ss << " closed";
+             } else {
+               ss << " samplerate=" << file.getSampleRate();
+               ss << " channels=" << file.getNumChannels();
+               ss << " frames=" << file.getLengthInSamples();
+             }
+             ss << " at " << &file;
+             ss << ">";
+             return ss.str();
+           })
+      .def_property_readonly(
+          "name", &ReadableAudioFile::getFilename,
+          "If the file has been closed, this property will be True.")
+      .def_property_readonly(
+          "closed", &ReadableAudioFile::isClosed,
+          "If the file has been closed, this property will be True.")
+      .def_property_readonly("samplerate", &ReadableAudioFile::getSampleRate,
                              "Fetch the sample rate of the file in samples "
                              "(per channel) per second (Hz).")
-      .def_property_readonly("channels", &AudioFile::getNumChannels,
+      .def_property_readonly("channels", &ReadableAudioFile::getNumChannels,
                              "Fetch the number of channels in the file.")
-      .def_property_readonly("frames", &AudioFile::getLengthInSamples,
+      .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
                              "Fetch the total number of frames (samples per "
-                             "channel) in the file.")
-      .def_property_readonly_static(
-          "supported_formats", [](py::object /* cls */) {
-            juce::AudioFormatManager manager;
-            manager.registerBasicFormats();
-
-            std::vector<std::string> formatNames(manager.getNumKnownFormats());
-            juce::StringArray extensions;
-            for (int i = 0; i < manager.getNumKnownFormats(); i++) {
-              auto *format = manager.getKnownFormat(i);
-              extensions.addArray(format->getFileExtensions());
+                             "channel) in the file.");
+
+  py::class_<WriteableAudioFile, AudioFile,
+             std::shared_ptr<WriteableAudioFile>>(
+      m, "WriteableAudioFile",
+      "An audio file writer interface, with native support for Ogg Vorbis, "
+      "MP3, WAV, FLAC, and AIFF files on all operating systems.")
+      .def(py::init([](std::string filename, double sampleRate,
+                       int numChannels) {
+             return std::make_shared<WriteableAudioFile>(filename, sampleRate,
+                                                         numChannels);
+           }),
+           py::arg("filename"), py::arg("samplerate"),
+           py::arg("num_channels") = 1)
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename, double sampleRate,
+             int numChannels) {
+            if (sampleRate == -1) {
+              throw py::type_error(
+                  "Opening an audio file for writing requires a samplerate "
+                  "argument to be provided.");
             }
+            return std::make_shared<WriteableAudioFile>(filename, sampleRate,
+                                                        numChannels);
+          },
+          py::arg("cls"), py::arg("filename"), py::arg("samplerate") = -1,
+          py::arg("num_channels") = 1)
+      .def("write", &WriteableAudioFile::write, py::arg("samples"))
+      .def("flush", &WriteableAudioFile::flush)
+      .def("close", &WriteableAudioFile::close,
+           "Close the file, rendering this object unusable.")
+      .def("__enter__", &WriteableAudioFile::enter)
+      .def("__exit__", &WriteableAudioFile::exit)
+      .def("__repr__",
+           [](const WriteableAudioFile &file) {
+             std::ostringstream ss;
+             ss << "<pedalboard.io.WriteableAudioFile";
+             if (!file.getFilename().empty()) {
+               ss << " filename=" << file.getFilename();
+             }
+             if (file.isClosed()) {
+               ss << " closed";
+             } else {
+               ss << " samplerate=" << file.getSampleRate();
+               ss << " channels=" << file.getNumChannels();
+               ss << " frames=" << file.getFramesWritten();
+             }
+             ss << " at " << &file;
+             ss << ">";
+             return ss.str();
+           })
+      .def_property_readonly(
+          "closed", &WriteableAudioFile::isClosed,
+          "If the file has been closed, this property will be True.")
+      .def_property_readonly("samplerate", &WriteableAudioFile::getSampleRate,
+                             "Fetch the sample rate of the file in samples "
+                             "(per channel) per second (Hz).")
+      .def_property_readonly("channels", &WriteableAudioFile::getNumChannels,
+                             "Fetch the number of channels in the file.")
+      .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
+                             "Fetch the total number of frames (samples per "
+                             "channel) written to the file so far.");
 
-            extensions.trim();
-            extensions.removeEmptyStrings();
-            extensions.removeDuplicates(true);
+  m.def("get_supported_read_formats", []() {
+    juce::AudioFormatManager manager;
+    manager.registerBasicFormats();
 
-            std::vector<std::string> output;
-            for (juce::String s : extensions) {
-              output.push_back(s.toStdString());
-            }
+    std::vector<std::string> formatNames(manager.getNumKnownFormats());
+    juce::StringArray extensions;
+    for (int i = 0; i < manager.getNumKnownFormats(); i++) {
+      auto *format = manager.getKnownFormat(i);
+      extensions.addArray(format->getFileExtensions());
+    }
+
+    extensions.trim();
+    extensions.removeEmptyStrings();
+    extensions.removeDuplicates(true);
 
-            std::sort(output.begin(), output.end(),
-                      [](const std::string lhs, const std::string rhs) {
-                        return lhs < rhs;
-                      });
+    std::vector<std::string> output;
+    for (juce::String s : extensions) {
+      output.push_back(s.toStdString());
+    }
 
-            return output;
-          });
+    std::sort(
+        output.begin(), output.end(),
+        [](const std::string lhs, const std::string rhs) { return lhs < rhs; });
+
+    return output;
+  });
+
+  m.def("get_supported_write_formats", []() {
+    // JUCE doesn't support writing other formats out-of-the-box on all
+    // platforms, and there's no easy way to tell which formats are supported
+    // without attempting to create an AudioFileWriter object - so this list is
+    // hardcoded for now.
+    const std::vector<std::string> formats = {".aiff", ".flac", ".ogg", ".wav"};
+    return formats;
+  });
 }
 } // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/__init__.py b/pedalboard/io/__init__.py
new file mode 100644
index 000000000..75b157f7f
--- /dev/null
+++ b/pedalboard/io/__init__.py
@@ -0,0 +1 @@
+from pedalboard_native.io import *
\ No newline at end of file
diff --git a/pedalboard/process.h b/pedalboard/process.h
index c48ea4e4b..855867323 100644
--- a/pedalboard/process.h
+++ b/pedalboard/process.h
@@ -21,15 +21,12 @@
 #include <pybind11/numpy.h>
 #include <pybind11/pybind11.h>
 
+#include "BufferUtils.h"
 #include "Plugin.h"
 
 namespace py = pybind11;
 
 namespace Pedalboard {
-enum class ChannelLayout {
-  Interleaved,
-  NotInterleaved,
-};
 
 /**
  * Non-float32 overload.
@@ -57,152 +54,6 @@ processSingle(const py::array_t<SampleType, py::array::c_style> inputArray,
                              reset);
 }
 
-template <typename T>
-ChannelLayout
-detectChannelLayout(const py::array_t<T, py::array::c_style> inputArray) {
-  py::buffer_info inputInfo = inputArray.request();
-
-  if (inputInfo.ndim == 1) {
-    return ChannelLayout::Interleaved;
-  } else if (inputInfo.ndim == 2) {
-    // Try to auto-detect the channel layout from the shape
-    if (inputInfo.shape[1] < inputInfo.shape[0]) {
-      return ChannelLayout::Interleaved;
-    } else if (inputInfo.shape[0] < inputInfo.shape[1]) {
-      return ChannelLayout::NotInterleaved;
-    } else {
-      throw std::runtime_error(
-          "Unable to determine channel layout from shape!");
-    }
-  } else {
-    throw std::runtime_error("Number of input dimensions must be 1 or 2 (got " +
-                             std::to_string(inputInfo.ndim) + ").");
-  }
-}
-
-template <typename T>
-juce::AudioBuffer<T>
-copyPyArrayIntoJuceBuffer(const py::array_t<T, py::array::c_style> inputArray) {
-  // Numpy/Librosa convention is (num_samples, num_channels)
-  py::buffer_info inputInfo = inputArray.request();
-
-  unsigned int numChannels = 0;
-  unsigned int numSamples = 0;
-  ChannelLayout inputChannelLayout = detectChannelLayout(inputArray);
-
-  if (inputInfo.ndim == 1) {
-    numSamples = inputInfo.shape[0];
-    numChannels = 1;
-  } else if (inputInfo.ndim == 2) {
-    // Try to auto-detect the channel layout from the shape
-    if (inputInfo.shape[1] < inputInfo.shape[0]) {
-      numSamples = inputInfo.shape[0];
-      numChannels = inputInfo.shape[1];
-    } else if (inputInfo.shape[0] < inputInfo.shape[1]) {
-      numSamples = inputInfo.shape[1];
-      numChannels = inputInfo.shape[0];
-    } else {
-      throw std::runtime_error("Unable to determine shape of audio input!");
-    }
-  } else {
-    throw std::runtime_error("Number of input dimensions must be 1 or 2 (got " +
-                             std::to_string(inputInfo.ndim) + ").");
-  }
-
-  if (numChannels == 0) {
-    throw std::runtime_error("No channels passed!");
-  } else if (numChannels > 2) {
-    throw std::runtime_error("More than two channels received!");
-  }
-
-  juce::AudioBuffer<T> ioBuffer(numChannels, numSamples);
-
-  // Depending on the input channel layout, we need to copy data
-  // differently. This loop is duplicated here to move the if statement
-  // outside of the tight loop, as we don't need to re-check that the input
-  // channel is still the same on every iteration of the loop.
-  switch (inputChannelLayout) {
-  case ChannelLayout::Interleaved:
-    for (unsigned int i = 0; i < numChannels; i++) {
-      T *channelBuffer = ioBuffer.getWritePointer(i);
-      // We're de-interleaving the data here, so we can't use copyFrom.
-      for (unsigned int j = 0; j < numSamples; j++) {
-        channelBuffer[j] = static_cast<T *>(inputInfo.ptr)[j * numChannels + i];
-      }
-    }
-    break;
-  case ChannelLayout::NotInterleaved:
-    for (unsigned int i = 0; i < numChannels; i++) {
-      ioBuffer.copyFrom(
-          i, 0, static_cast<T *>(inputInfo.ptr) + (numSamples * i), numSamples);
-    }
-    break;
-  default:
-    throw std::runtime_error("Internal error: got unexpected channel layout.");
-  }
-
-  return ioBuffer;
-}
-
-template <typename T>
-py::array_t<T> copyJuceBufferIntoPyArray(const juce::AudioBuffer<T> juceBuffer,
-                                         ChannelLayout channelLayout,
-                                         int offsetSamples, int ndim = 2) {
-  unsigned int numChannels = juceBuffer.getNumChannels();
-  unsigned int numSamples = juceBuffer.getNumSamples();
-  unsigned int outputSampleCount =
-      std::max((int)numSamples - (int)offsetSamples, 0);
-
-  // TODO: Avoid the need to copy here if offsetSamples is 0!
-  py::array_t<T> outputArray;
-  if (ndim == 2) {
-    switch (channelLayout) {
-    case ChannelLayout::Interleaved:
-      outputArray = py::array_t<T>({outputSampleCount, numChannels});
-      break;
-    case ChannelLayout::NotInterleaved:
-      outputArray = py::array_t<T>({numChannels, outputSampleCount});
-      break;
-    default:
-      throw std::runtime_error(
-          "Internal error: got unexpected channel layout.");
-    }
-  } else {
-    outputArray = py::array_t<T>(outputSampleCount);
-  }
-
-  py::buffer_info outputInfo = outputArray.request();
-
-  // Depending on the input channel layout, we need to copy data
-  // differently. This loop is duplicated here to move the if statement
-  // outside of the tight loop, as we don't need to re-check that the input
-  // channel is still the same on every iteration of the loop.
-  T *outputBasePointer = static_cast<T *>(outputInfo.ptr);
-
-  switch (channelLayout) {
-  case ChannelLayout::Interleaved:
-    for (unsigned int i = 0; i < numChannels; i++) {
-      const T *channelBuffer = juceBuffer.getReadPointer(i, offsetSamples);
-      // We're interleaving the data here, so we can't use copyFrom.
-      for (unsigned int j = 0; j < outputSampleCount; j++) {
-        outputBasePointer[j * numChannels + i] = channelBuffer[j];
-      }
-    }
-    break;
-  case ChannelLayout::NotInterleaved:
-    for (unsigned int i = 0; i < numChannels; i++) {
-      const T *channelBuffer = juceBuffer.getReadPointer(i, offsetSamples);
-      std::copy(channelBuffer, channelBuffer + outputSampleCount,
-                &outputBasePointer[outputSampleCount * i]);
-    }
-    break;
-  default:
-    throw std::runtime_error("Internal error: got unexpected channel layout.");
-  }
-
-  return outputArray;
-}
-
 inline int process(juce::AudioBuffer<float> &ioBuffer,
                    juce::dsp::ProcessSpec spec,
                    const std::vector<std::shared_ptr<Plugin>> &plugins,
diff --git a/tests/test_io.py b/tests/test_io.py
new file mode 100644
index 000000000..0d1b15888
--- /dev/null
+++ b/tests/test_io.py
@@ -0,0 +1,299 @@
+#! /usr/bin/env python
+#
+# Copyright 2022 Spotify AB
+#
+# Licensed under the GNU Public License, Version 3.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    https://www.gnu.org/licenses/gpl-3.0.html
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import os
+import glob
+import pathlib
+import shutil
+import pytest
+import pedalboard
+
+import numpy as np
+
+from .utils import generate_sine_at
+
+EXPECTED_DURATION_SECONDS = 5
+EXPECT_LENGTH_TO_BE_EXACT = {"mp3", "wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
+
+TEST_AUDIO_FILES = {
+    44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
+    48000: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*48000*")),
+}
+
+FILENAMES_AND_SAMPLERATES = [
+    (filename, samplerate)
+    for samplerate, filenames in TEST_AUDIO_FILES.items()
+    for filename in filenames
+    # On some platforms, not all extensions will be available.
+    if any(filename.endswith(extension) for extension in pedalboard.io.get_supported_read_formats())
+]
+
+UNSUPPORTED_FILENAMES = [
+    filename
+    for filename in sum(TEST_AUDIO_FILES.values(), [])
+    if not any(
+        filename.endswith(extension) for extension in pedalboard.io.get_supported_read_formats()
+    )
+]
+
+
+def test_read_constructor_dispatch():
+    filename, _samplerate = FILENAMES_AND_SAMPLERATES[0]
+
+    # Support reading a file with just its filename:
+    assert isinstance(pedalboard.io.AudioFile(filename), pedalboard.io.ReadableAudioFile)
+
+    # Support reading a file with just its filename and an explicit "r" (read) flag:
+    assert isinstance(pedalboard.io.AudioFile(filename, "r"), pedalboard.io.ReadableAudioFile)
+
+    # Support reading a file by using the appropriate subclass constructor just its filename:
+    assert isinstance(pedalboard.io.ReadableAudioFile(filename), pedalboard.io.ReadableAudioFile)
+
+    # Don't support reading a file by passing a mode to the subclass constructor (which would be redundant):
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.ReadableAudioFile(filename, "r")
+    assert "incompatible function arguments" in str(e)
+
+
+def test_write_constructor_dispatch(tmp_path: pathlib.Path):
+    filename = str(tmp_path / "temp.wav")
+
+    # Don't support writing to a file with just its filename and write args:
+    with pytest.raises(TypeError):
+        pedalboard.io.AudioFile(filename, 44100, 1)
+
+    # Support writing to a file with just its filename and an explicit "w" (write) flag:
+    assert isinstance(
+        pedalboard.io.AudioFile(filename, "w", 44100, 1), pedalboard.io.WriteableAudioFile
+    )
+
+    # Support writing to a file by using the appropriate subclass constructor just its filename:
+    assert isinstance(
+        pedalboard.io.WriteableAudioFile(filename, 44100, 1), pedalboard.io.WriteableAudioFile
+    )
+
+    # Don't support writing to a file by passing a mode to the subclass constructor (which would be redundant):
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.WriteableAudioFile(filename, "w", 44100, 1)
+    assert "incompatible function arguments" in str(e)
+
+    # Support writing to a file by omitting num_channels to WriteableAudioFile:
+    assert isinstance(
+        pedalboard.io.WriteableAudioFile(filename, samplerate=44100),
+        pedalboard.io.WriteableAudioFile,
+    )
+
+    # but not if samplerate is missing:
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.WriteableAudioFile(filename, num_channels=1)
+    assert "samplerate" in str(e)
+
+    # ... or to regular AudioFile with a "w" flag:
+    assert isinstance(
+        pedalboard.io.AudioFile(filename, "w", samplerate=44100),
+        pedalboard.io.WriteableAudioFile,
+    )
+
+    # but not if samplerate is missing:
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.AudioFile(filename, "w", num_channels=1)
+    assert "samplerate" in str(e)
+
+
+@pytest.mark.parametrize("extension", [".mp3", ".wav", ".ogg", ".flac"])
+def test_basic_formats_available_on_all_platforms(extension: str):
+    assert extension in pedalboard.io.get_supported_read_formats()
+
+
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_basic_read(audio_filename: str, samplerate: float):
+    af = pedalboard.io.AudioFile(audio_filename)
+    assert af.samplerate == samplerate
+    assert af.channels == 1
+    if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
+        assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
+    else:
+        assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
+
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+    # File should no longer be useful:
+    af.read(1).nbytes == 0
+
+    # Seeking back to the start of the file should work:
+    assert af.seekable()
+    af.seek(0)
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+    # Seeking to an arbitrary point should also work
+    af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+
+    assert f"samplerate={int(af.samplerate)}" in repr(af)
+    assert f"channels={af.channels}" in repr(af)
+    assert f"frames={af.frames}" in repr(af)
+
+    af.close()
+
+    with pytest.raises(RuntimeError):
+        af.channels
+
+    with pytest.raises(RuntimeError):
+        af.read(1)
+
+
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_use_reader_as_context_manager(audio_filename: str, samplerate: float):
+    with pedalboard.io.AudioFile(audio_filename) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == 1
+        if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
+            assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
+        else:
+            assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
+
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+        # File should no longer be useful:
+        af.read(1).nbytes == 0
+
+        # Seeking back to the start of the file should work:
+        assert af.seekable()
+        af.seek(0)
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+        # Seeking to an arbitrary point should also work
+        af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+
+        assert f"samplerate={int(af.samplerate)}" in repr(af)
+        assert f"channels={af.channels}" in repr(af)
+        assert f"frames={af.frames}" in repr(af)
+
+    with pytest.raises(RuntimeError):
+        af.channels
+
+    with pytest.raises(RuntimeError):
+        af.read(1)
+
+
+def test_context_manager_allows_exceptions():
+    with pytest.raises(AssertionError):
+        with pedalboard.io.AudioFile(FILENAMES_AND_SAMPLERATES[0][0]) as af:
+            assert False
+
+    assert af.closed
+
+
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_read_okay_without_extension(
+    tmp_path: pathlib.Path, audio_filename: str, samplerate: float
+):
+    dest_path = str(tmp_path / "no_extension")
+    shutil.copyfile(audio_filename, dest_path)
+    with pedalboard.io.AudioFile(dest_path) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == 1
+
+
+def test_write_fails_without_extension(tmp_path: pathlib.Path):
+    dest_path = str(tmp_path / "no_extension")
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(dest_path, "w", 44100, 1)
+
+
+def test_fails_gracefully():
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(__file__)
+
+    with pytest.raises(ValueError):
+        with pedalboard.io.AudioFile(__file__) as f:
+            pass
+
+
+@pytest.mark.parametrize("audio_filename", UNSUPPORTED_FILENAMES)
+def test_fails_on_unsupported_format(audio_filename: str):
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(audio_filename)
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+@pytest.mark.parametrize(
+    "samplerate",
+    [8000, 11025, 12000, 16000, 22050, 32000, 44100, 48000, 88200, 96000, 176400, 192000],
+)
+@pytest.mark.parametrize("num_channels", [1, 2, 8])
+@pytest.mark.parametrize("transposed", [False, True])
+def test_basic_write(
+    tmp_path: pathlib.Path,
+    extension: str,
+    samplerate: float,
+    num_channels: int,
+    transposed: bool,
+):
+    filename = str(tmp_path / f"test{extension}")
+    audio = generate_sine_at(samplerate, num_channels=num_channels).astype(np.float32)
+    num_samples = audio.shape[-1]
+    if transposed:
+        audio = audio.T
+    with pedalboard.io.WriteableAudioFile(
+        filename, samplerate=samplerate, num_channels=num_channels
+    ) as af:
+        af.write(audio)
+    assert os.path.exists(filename)
+    assert os.path.getsize(filename) > 0
+    with pedalboard.io.ReadableAudioFile(filename) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == num_channels
+        tolerance = 0.11 if extension == ".ogg" else 2 / (2**16)
+        as_written = af.read(num_samples)
+        if transposed:
+            as_written = as_written.T
+        np.testing.assert_allclose(audio, np.squeeze(as_written), atol=tolerance)
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+@pytest.mark.parametrize("samplerate", [1234.5, 23.0000000001])
+def test_fractional_sample_rates(tmp_path: pathlib.Path, extension: str, samplerate):
+    filename = str(tmp_path / f"test{extension}")
+    with pytest.raises(ValueError):
+        pedalboard.io.WriteableAudioFile(filename, samplerate=samplerate, num_channels=1)
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+@pytest.mark.parametrize("samplerate", [123, 999, 48001])
+def test_uncommon_sample_rates(tmp_path: pathlib.Path, extension: str, samplerate):
+    filename = str(tmp_path / f"test{extension}")
+    with pedalboard.io.WriteableAudioFile(filename, samplerate=samplerate, num_channels=1):
+        pass
+    with pedalboard.io.ReadableAudioFile(filename) as af:
+        assert af.samplerate == samplerate
+
+
+@pytest.mark.parametrize("extension", [".flac"])
+@pytest.mark.parametrize("samplerate", [123456, 234567])
+def test_unusable_sample_rates(tmp_path: pathlib.Path, extension: str, samplerate):
+    filename = str(tmp_path / f"test{extension}")
+    with pytest.raises(ValueError) as e:
+        pedalboard.io.WriteableAudioFile(filename, samplerate=samplerate, num_channels=1)
+    assert "44100" in str(e), "Expected exception to include details about supported sample rates."
diff --git a/tests/test_io_read.py b/tests/test_io_read.py
deleted file mode 100644
index 212a100df..000000000
--- a/tests/test_io_read.py
+++ /dev/null
@@ -1,143 +0,0 @@
-#! /usr/bin/env python
-#
-# Copyright 2022 Spotify AB
-#
-# Licensed under the GNU Public License, Version 3.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.gnu.org/licenses/gpl-3.0.html
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-
-import os
-import glob
-import pytest
-import pedalboard
-
-EXPECTED_DURATION_SECONDS = 5
-EXPECT_LENGTH_TO_BE_EXACT = {"mp3", "wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
-
-TEST_AUDIO_FILES = {
-    44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
-    48000: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*48000*")),
-}
-
-FILENAMES_AND_SAMPLERATES = [
-    (filename, samplerate)
-    for samplerate, filenames in TEST_AUDIO_FILES.items()
-    for filename in filenames
-    # On some platforms, not all extensions will be available.
-    if any(filename.endswith(extension) for extension in pedalboard.io.AudioFile.supported_formats)
-]
-
-UNSUPPORTED_FILENAMES = [
-    filename
-    for filename in sum(TEST_AUDIO_FILES.values(), [])
-    if not any(
-        filename.endswith(extension) for extension in pedalboard.io.AudioFile.supported_formats
-    )
-]
-
-
-@pytest.mark.parametrize("extension", [".mp3", ".wav", ".ogg", ".flac"])
-def test_basic_formats_available_on_all_platforms(extension: str):
-    assert extension in pedalboard.io.AudioFile.supported_formats
-
-
-@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
-def test_basic_load(audio_filename: str, samplerate: float):
-    af = pedalboard.io.AudioFile(audio_filename)
-    assert af.samplerate == samplerate
-    assert af.channels == 1
-    if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
-        assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
-    else:
-        assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
-
-    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
-    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
-
-    # File should no longer be useful:
-    af.read(1).nbytes == 0
-
-    # Seeking back to the start of the file should work:
-    assert af.seekable()
-    af.seek(0)
-    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
-    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
-
-    # Seeking to an arbitrary point should also work
-    af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-    samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-    assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-
-    af.close()
-
-    with pytest.raises(RuntimeError):
-        af.channels
-
-    with pytest.raises(RuntimeError):
-        af.read(1)
-
-
-@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
-def test_use_as_context_manager(audio_filename: str, samplerate: float):
-    with pedalboard.io.AudioFile(audio_filename) as af:
-        assert af.samplerate == samplerate
-        assert af.channels == 1
-        if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
-            assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
-        else:
-            assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
-
-        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
-        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
-
-        # File should no longer be useful:
-        af.read(1).nbytes == 0
-
-        # Seeking back to the start of the file should work:
-        assert af.seekable()
-        af.seek(0)
-        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
-        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
-
-        # Seeking to an arbitrary point should also work
-        af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
-
-    with pytest.raises(RuntimeError):
-        af.channels
-
-    with pytest.raises(RuntimeError):
-        af.read(1)
-
-
-def test_context_manager_allows_exceptions():
-    with pytest.raises(AssertionError):
-        with pedalboard.io.AudioFile(FILENAMES_AND_SAMPLERATES[0][0]) as af:
-            assert False
-
-    assert af.closed
-
-
-def test_fails_gracefully():
-    with pytest.raises(ValueError):
-        pedalboard.io.AudioFile(__file__)
-
-    with pytest.raises(ValueError):
-        with pedalboard.io.AudioFile(__file__) as f:
-            pass
-
-
-@pytest.mark.parametrize("audio_filename", UNSUPPORTED_FILENAMES)
-def test_fails_on_unsupported_format(audio_filename: str):
-    with pytest.raises(ValueError):
-        pedalboard.io.AudioFile(audio_filename)
diff --git a/tests/utils.py b/tests/utils.py
index 55ba88b35..61cc6e684 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -18,8 +18,8 @@ def generate_sine_at(
         fade_duration = int(sample_rate * 0.1)
         sine_wave[:fade_duration] *= np.linspace(0, 1, fade_duration)
         sine_wave[-fade_duration:] *= np.linspace(1, 0, fade_duration)
-        if num_channels == 2:
-            TEST_SINE_WAVE_CACHE[cache_key] = np.stack([sine_wave, sine_wave])
+        if num_channels != 1:
+            TEST_SINE_WAVE_CACHE[cache_key] = np.stack([sine_wave] * num_channels)
         else:
             TEST_SINE_WAVE_CACHE[cache_key] = sine_wave
     return TEST_SINE_WAVE_CACHE[cache_key]

From 1e809d9820fa771bbf709d59254582502591acef Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 13:46:58 -0500
Subject: [PATCH 07/43] Fix tests and add integer format support.

---
 pedalboard/io/AudioFile.h | 204 ++++++++++++++++++++++++++++++++++----
 pedalboard/io/__init__.py |   2 +-
 tests/test_io.py          |  50 +++++++---
 3 files changed, 221 insertions(+), 35 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index a660c1d95..414a08fc2 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -30,6 +30,8 @@ namespace py = pybind11;
 
 namespace Pedalboard {
 
+static constexpr const unsigned int DEFAULT_AUDIO_BUFFER_SIZE_FRAMES = 8192;
+
 class AudioFile {};
 
 class ReadableAudioFile
@@ -75,6 +77,43 @@ class ReadableAudioFile
     return reader->numChannels;
   }
 
+  std::string getFileFormat() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    return reader->getFormatName().toStdString();
+  }
+
+  std::string getFileDatatype() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (reader->usesFloatingPointData) {
+      switch (reader->bitsPerSample) {
+      case 16: // OGG returns 16-bit int data, but internally stores floats
+      case 32:
+        return "float32";
+      case 64:
+        return "float64";
+      default:
+        return "unknown";
+      }
+    } else {
+      switch (reader->bitsPerSample) {
+      case 8:
+        return "int8";
+      case 16:
+        return "int16";
+      case 32:
+        return "int32";
+      case 64:
+        return "int64";
+      default:
+        return "unknown";
+      }
+    }
+  }
+
   py::array_t<float> read(long long numSamples) {
     if (numSamples == 0)
       throw std::domain_error(
@@ -260,14 +299,13 @@ class WriteableAudioFile
     }
   }
 
-  // TODO: Support int16, int32, etc
-  void write(py::array_t<float, py::array::c_style> inputArray) {
+  template <typename SampleType>
+  void write(py::array_t<SampleType, py::array::c_style> inputArray) {
     const juce::ScopedLock scopedLock(objectLock);
 
     if (!writer)
       throw std::runtime_error("I/O operation on a closed file.");
 
-    // Numpy/Librosa convention is (num_samples, num_channels)
     py::buffer_info inputInfo = inputArray.request();
 
     unsigned int numChannels = 0;
@@ -324,16 +362,19 @@ class WriteableAudioFile
     // channel is still the same on every iteration of the loop.
     switch (inputChannelLayout) {
     case ChannelLayout::Interleaved: {
+      std::vector<std::vector<SampleType>> deinterleaveBuffers;
+
       // Use a temporary buffer to chunk the audio input
       // and pass it into the writer, chunk by chunk, rather
       // than de-interleaving the entire buffer at once:
       deinterleaveBuffers.resize(numChannels);
 
-      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
+      const SampleType **channelPointers =
+          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
       for (int startSample = 0; startSample < numSamples;
-           startSample += DEINTERLEAVE_BUFFER_SIZE_FRAMES) {
-        int samplesToWrite =
-            std::min(numSamples - startSample, DEINTERLEAVE_BUFFER_SIZE_FRAMES);
+           startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
+        int samplesToWrite = std::min(numSamples - startSample,
+                                      DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
 
         for (int c = 0; c < numChannels; c++) {
           deinterleaveBuffers[c].resize(samplesToWrite);
@@ -341,13 +382,13 @@ class WriteableAudioFile
 
           // We're de-interleaving the data here, so we can't use copyFrom.
           for (unsigned int i = 0; i < samplesToWrite; i++) {
-            deinterleaveBuffers[c][i] = ((
-                float *)(inputInfo.ptr))[((i + startSample) * numChannels) + c];
+            deinterleaveBuffers[c][i] =
+                ((SampleType
+                      *)(inputInfo.ptr))[((i + startSample) * numChannels) + c];
           }
         }
 
-        if (!writer->writeFromFloatArrays(channelPointers, numChannels,
-                                          samplesToWrite)) {
+        if (!write(channelPointers, numChannels, samplesToWrite)) {
           throw std::runtime_error("Unable to write data to audio file.");
         }
       }
@@ -356,12 +397,12 @@ class WriteableAudioFile
     }
     case ChannelLayout::NotInterleaved: {
       // We can just pass all the data to writeFromFloatArrays:
-      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
+      const SampleType **channelPointers =
+          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
       for (int c = 0; c < numChannels; c++) {
-        channelPointers[c] = ((float *)inputInfo.ptr) + (numSamples * c);
+        channelPointers[c] = ((SampleType *)inputInfo.ptr) + (numSamples * c);
       }
-      if (!writer->writeFromFloatArrays(channelPointers, numChannels,
-                                        numSamples)) {
+      if (!write(channelPointers, numChannels, numSamples)) {
         throw std::runtime_error("Unable to write data to audio file.");
       }
       break;
@@ -374,6 +415,96 @@ class WriteableAudioFile
     framesWritten += numSamples;
   }
 
+  template <typename TargetType, typename InputType,
+            unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
+  bool writeConvertingTo(const InputType **channels, int numChannels,
+                         unsigned int numSamples) {
+    std::vector<std::vector<TargetType>> targetTypeBuffers;
+    targetTypeBuffers.resize(numChannels);
+
+    const TargetType **channelPointers =
+        (const TargetType **)alloca(numChannels * sizeof(TargetType *));
+    for (unsigned int startSample = 0; startSample < numSamples;
+         startSample += bufferSize) {
+      int samplesToWrite = std::min(numSamples - startSample, bufferSize);
+
+      for (int c = 0; c < numChannels; c++) {
+        targetTypeBuffers[c].resize(samplesToWrite);
+        channelPointers[c] = targetTypeBuffers[c].data();
+
+        for (unsigned int i = 0; i < samplesToWrite; i++) {
+          if constexpr (std::is_integral<InputType>::value) {
+            if constexpr (std::is_integral<TargetType>::value) {
+              targetTypeBuffers[c][i] =
+                  ((int)channels[c][startSample + i])
+                  << (std::numeric_limits<int>::digits -
+                      std::numeric_limits<InputType>::digits);
+            } else if constexpr (std::is_same<TargetType, float>::value) {
+              juce::FloatVectorOperations::convertFixedToFloat(
+                  targetTypeBuffers[c].data(), channels[c] + startSample, 1.0,
+                  samplesToWrite);
+            } else {
+              // We should never get here - this would only be true
+              // if converting to double, which no formats require:
+              static_assert(std::is_integral<InputType>::value &&
+                                std::is_same<TargetType, double>::value,
+                            "Can't convert to double");
+            }
+
+          } else {
+            if constexpr (std::is_integral<TargetType>::value) {
+              // We should never get here - this would only be true
+              // if converting float to int, which JUCE handles for us:
+              static_assert(!std::is_integral<InputType>::value &&
+                                std::is_integral<TargetType>::value,
+                            "Can't convert int to float");
+            } else {
+              // Converting float to float:
+              targetTypeBuffers[c][i] = channels[c][startSample + i];
+            }
+          }
+        }
+      }
+
+      if (!write(channelPointers, numChannels, samplesToWrite)) {
+        return false;
+      }
+    }
+
+    return true;
+  }
+
+  template <typename SampleType>
+  bool write(const SampleType **channels, int numChannels,
+             unsigned int numSamples) {
+    if constexpr (std::is_integral<SampleType>::value) {
+      if constexpr (std::is_same<SampleType, int>::value) {
+        if (writer->isFloatingPoint()) {
+          return writeConvertingTo<float>(channels, numChannels, numSamples);
+        } else {
+          return writer->write(channels, numSamples);
+        }
+      } else {
+        return writeConvertingTo<int>(channels, numChannels, numSamples);
+      }
+    } else {
+      if (writer->isFloatingPoint()) {
+        // Just pass the floating point data into the writer as if it were
+        // integer data. If the writer requires floating-point input data, this
+        // works (and is documented!)
+        return writer->write((const int **)channels, numSamples);
+      } else {
+        if constexpr (std::is_same<SampleType, float>::value) {
+          // Convert floating-point to fixed point, but let JUCE do that for us:
+          return writer->writeFromFloatArrays(channels, numChannels,
+                                              numSamples);
+        } else {
+          return writeConvertingTo<float>(channels, numChannels, numSamples);
+        }
+      }
+    }
+  }
+
   void flush() {
     if (!writer)
       throw std::runtime_error("I/O operation on a closed file.");
@@ -425,11 +556,8 @@ class WriteableAudioFile
   juce::AudioFormatManager formatManager;
   std::string filename;
   std::unique_ptr<juce::AudioFormatWriter> writer;
-  std::vector<std::vector<float>> deinterleaveBuffers;
   juce::CriticalSection objectLock;
   int framesWritten = 0;
-
-  static constexpr const unsigned int DEINTERLEAVE_BUFFER_SIZE_FRAMES = 1024;
 };
 
 inline void init_audiofile(py::module &m) {
@@ -498,7 +626,7 @@ inline void init_audiofile(py::module &m) {
            "Read the given number of frames (samples in each channel) from the "
            "audio file at the current position. Audio samples are returned in "
            "the shape (channels, samples); i.e.: a stereo audio file will have "
-           "shape (2, <length>).")
+           "shape (2, <length>). Returned data is always in float32 format.")
       .def("seekable", &ReadableAudioFile::isSeekable,
            "Returns True if the file is currently open and calls to seek() "
            "will work.")
@@ -523,6 +651,7 @@ inline void init_audiofile(py::module &m) {
                ss << " samplerate=" << file.getSampleRate();
                ss << " channels=" << file.getNumChannels();
                ss << " frames=" << file.getLengthInSamples();
+               ss << " file_dtype=" << file.getFileDatatype();
              }
              ss << " at " << &file;
              ss << ">";
@@ -541,7 +670,11 @@ inline void init_audiofile(py::module &m) {
                              "Fetch the number of channels in the file.")
       .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
                              "Fetch the total number of frames (samples per "
-                             "channel) in the file.");
+                             "channel) in the file.")
+      .def_property_readonly(
+          "file_dtype", &ReadableAudioFile::getFileDatatype,
+          "Fetch the data type stored natively by the file. Note that read() "
+          "will always return a float32 array, regardless of this method.");
 
   py::class_<WriteableAudioFile, AudioFile,
              std::shared_ptr<WriteableAudioFile>>(
@@ -569,7 +702,36 @@ inline void init_audiofile(py::module &m) {
           },
           py::arg("cls"), py::arg("filename"), py::arg("samplerate") = -1,
           py::arg("num_channels") = 1)
-      .def("write", &WriteableAudioFile::write, py::arg("samples"))
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<char> samples) {
+            file.write<char>(samples);
+          },
+          py::arg("samples").noconvert())
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<short> samples) {
+            file.write<short>(samples);
+          },
+          py::arg("samples").noconvert())
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<int> samples) {
+            file.write<int>(samples);
+          },
+          py::arg("samples").noconvert())
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<float> samples) {
+            file.write<float>(samples);
+          },
+          py::arg("samples").noconvert())
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<double> samples) {
+            file.write<double>(samples);
+          },
+          py::arg("samples").noconvert())
       .def("flush", &WriteableAudioFile::flush)
       .def("close", &WriteableAudioFile::close,
            "Close the file, rendering this object unusable.")
diff --git a/pedalboard/io/__init__.py b/pedalboard/io/__init__.py
index 75b157f7f..a40dee2e5 100644
--- a/pedalboard/io/__init__.py
+++ b/pedalboard/io/__init__.py
@@ -1 +1 @@
-from pedalboard_native.io import *
\ No newline at end of file
+from pedalboard_native.io import *  # noqa: F403, F401
diff --git a/tests/test_io.py b/tests/test_io.py
index 0d1b15888..47857cbf7 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -27,7 +27,7 @@
 from .utils import generate_sine_at
 
 EXPECTED_DURATION_SECONDS = 5
-EXPECT_LENGTH_TO_BE_EXACT = {"mp3", "wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
+EXPECT_LENGTH_TO_BE_EXACT = {"wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
 
 TEST_AUDIO_FILES = {
     44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
@@ -63,7 +63,8 @@ def test_read_constructor_dispatch():
     # Support reading a file by using the appropriate subclass constructor just its filename:
     assert isinstance(pedalboard.io.ReadableAudioFile(filename), pedalboard.io.ReadableAudioFile)
 
-    # Don't support reading a file by passing a mode to the subclass constructor (which would be redundant):
+    # Don't support reading a file by passing a mode to the
+    # subclass constructor (which would be redundant):
     with pytest.raises(TypeError) as e:
         pedalboard.io.ReadableAudioFile(filename, "r")
     assert "incompatible function arguments" in str(e)
@@ -86,7 +87,8 @@ def test_write_constructor_dispatch(tmp_path: pathlib.Path):
         pedalboard.io.WriteableAudioFile(filename, 44100, 1), pedalboard.io.WriteableAudioFile
     )
 
-    # Don't support writing to a file by passing a mode to the subclass constructor (which would be redundant):
+    # Don't support writing to a file by passing a mode
+    # to the subclass constructor (which would be redundant):
     with pytest.raises(TypeError) as e:
         pedalboard.io.WriteableAudioFile(filename, "w", 44100, 1)
     assert "incompatible function arguments" in str(e)
@@ -149,6 +151,7 @@ def test_basic_read(audio_filename: str, samplerate: float):
     assert f"samplerate={int(af.samplerate)}" in repr(af)
     assert f"channels={af.channels}" in repr(af)
     assert f"frames={af.frames}" in repr(af)
+    assert f"file_dtype={af.file_dtype}" in repr(af)
 
     af.close()
 
@@ -227,14 +230,15 @@ def test_fails_gracefully():
         pedalboard.io.AudioFile(__file__)
 
     with pytest.raises(ValueError):
-        with pedalboard.io.AudioFile(__file__) as f:
+        with pedalboard.io.AudioFile(__file__):
             pass
 
 
 @pytest.mark.parametrize("audio_filename", UNSUPPORTED_FILENAMES)
 def test_fails_on_unsupported_format(audio_filename: str):
     with pytest.raises(ValueError):
-        pedalboard.io.AudioFile(audio_filename)
+        af = pedalboard.io.AudioFile(audio_filename)
+        assert not af
 
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
@@ -244,32 +248,52 @@ def test_fails_on_unsupported_format(audio_filename: str):
 )
 @pytest.mark.parametrize("num_channels", [1, 2, 8])
 @pytest.mark.parametrize("transposed", [False, True])
+@pytest.mark.parametrize("input_format", [np.float32, np.float64, np.int8, np.int16, np.int32])
 def test_basic_write(
     tmp_path: pathlib.Path,
     extension: str,
     samplerate: float,
     num_channels: int,
     transposed: bool,
+    input_format,
 ):
     filename = str(tmp_path / f"test{extension}")
-    audio = generate_sine_at(samplerate, num_channels=num_channels).astype(np.float32)
+    original_audio = generate_sine_at(samplerate, num_channels=num_channels)
+
+    # Handle integer audio types by scaling the floating-point data to the full integer range:
+    if np.issubdtype(input_format, np.signedinteger):
+        _max = min(np.abs(np.iinfo(input_format).min), np.abs(np.iinfo(input_format).max))
+        audio = (original_audio * _max).astype(input_format)
+    else:
+        audio = original_audio.astype(input_format)
+
     num_samples = audio.shape[-1]
-    if transposed:
-        audio = audio.T
+
     with pedalboard.io.WriteableAudioFile(
         filename, samplerate=samplerate, num_channels=num_channels
     ) as af:
-        af.write(audio)
+        if transposed:
+            af.write(audio.T)
+        else:
+            af.write(audio)
+
     assert os.path.exists(filename)
     assert os.path.getsize(filename) > 0
     with pedalboard.io.ReadableAudioFile(filename) as af:
         assert af.samplerate == samplerate
         assert af.channels == num_channels
-        tolerance = 0.11 if extension == ".ogg" else 2 / (2**16)
+
+        if extension == ".ogg":
+            tolerance = 0.12
+        else:
+            file_bit_depth = int(af.file_dtype.replace("float", "").replace("int", ""))
+            tolerance = 4 / (2**file_bit_depth)
+            if np.issubdtype(input_format, np.signedinteger):
+                input_bit_depth = np.dtype(input_format).itemsize * 8
+                tolerance = 4 / (2 ** min(file_bit_depth, input_bit_depth))
+
         as_written = af.read(num_samples)
-        if transposed:
-            as_written = as_written.T
-        np.testing.assert_allclose(audio, np.squeeze(as_written), atol=tolerance)
+        np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
 
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())

From e5da724218256cf7785dd6dc681c28a074483db0 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 14:21:47 -0500
Subject: [PATCH 08/43] Add logging to try to track down StackOverflow on
 Windows.

---
 .github/workflows/all.yml | 2 +-
 pedalboard/io/AudioFile.h | 1 +
 tests/test_io.py          | 2 +-
 3 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml
index 43e28b76d..ce8a3434e 100644
--- a/.github/workflows/all.yml
+++ b/.github/workflows/all.yml
@@ -105,7 +105,7 @@ jobs:
         run: python ./tests/download_test_plugins.py
       - name: Run tests
         if: matrix.os != 'ubuntu-latest' || matrix.python-version != '3.6'
-        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard
+        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard -s
       - name: Run tests with coverage reporting
         if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.6'
         run: |
diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 414a08fc2..b9f472e35 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -419,6 +419,7 @@ class WriteableAudioFile
             unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
   bool writeConvertingTo(const InputType **channels, int numChannels,
                          unsigned int numSamples) {
+    printf("in writeConvertingTo with %d %s %d-channel frames, converting to %s\n", numSamples, typeid(InputType).name(), numChannels, typeid(TargetType).name());
     std::vector<std::vector<TargetType>> targetTypeBuffers;
     targetTypeBuffers.resize(numChannels);
 
diff --git a/tests/test_io.py b/tests/test_io.py
index 47857cbf7..6cbd4ccd7 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -287,7 +287,7 @@ def test_basic_write(
             tolerance = 0.12
         else:
             file_bit_depth = int(af.file_dtype.replace("float", "").replace("int", ""))
-            tolerance = 4 / (2**file_bit_depth)
+            tolerance = 4 / (2 ** file_bit_depth)
             if np.issubdtype(input_format, np.signedinteger):
                 input_bit_depth = np.dtype(input_format).itemsize * 8
                 tolerance = 4 / (2 ** min(file_bit_depth, input_bit_depth))

From bb62cc08f37cd27839d0bb3dc5a6e109362ab948 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 14:51:13 -0500
Subject: [PATCH 09/43] Simplify write codepath.

---
 .github/workflows/all.yml |  2 +-
 pedalboard/io/AudioFile.h | 19 +++++++++----------
 tests/test_io.py          |  3 +--
 3 files changed, 11 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml
index ce8a3434e..43e28b76d 100644
--- a/.github/workflows/all.yml
+++ b/.github/workflows/all.yml
@@ -105,7 +105,7 @@ jobs:
         run: python ./tests/download_test_plugins.py
       - name: Run tests
         if: matrix.os != 'ubuntu-latest' || matrix.python-version != '3.6'
-        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard -s
+        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard
       - name: Run tests with coverage reporting
         if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.6'
         run: |
diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index b9f472e35..99be0b022 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -419,7 +419,6 @@ class WriteableAudioFile
             unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
   bool writeConvertingTo(const InputType **channels, int numChannels,
                          unsigned int numSamples) {
-    printf("in writeConvertingTo with %d %s %d-channel frames, converting to %s\n", numSamples, typeid(InputType).name(), numChannels, typeid(TargetType).name());
     std::vector<std::vector<TargetType>> targetTypeBuffers;
     targetTypeBuffers.resize(numChannels);
 
@@ -436,6 +435,7 @@ class WriteableAudioFile
         for (unsigned int i = 0; i < samplesToWrite; i++) {
           if constexpr (std::is_integral<InputType>::value) {
             if constexpr (std::is_integral<TargetType>::value) {
+              // Left-align the samples to use all 32 bits, as JUCE requires:
               targetTypeBuffers[c][i] =
                   ((int)channels[c][startSample + i])
                   << (std::numeric_limits<int>::digits -
@@ -488,21 +488,20 @@ class WriteableAudioFile
       } else {
         return writeConvertingTo<int>(channels, numChannels, numSamples);
       }
-    } else {
-      if (writer->isFloatingPoint()) {
+    } else if constexpr (std::is_same<SampleType, float>::value) {
+      if (writer->isFloatingPoint()) {  
         // Just pass the floating point data into the writer as if it were
         // integer data. If the writer requires floating-point input data, this
         // works (and is documented!)
         return writer->write((const int **)channels, numSamples);
       } else {
-        if constexpr (std::is_same<SampleType, float>::value) {
-          // Convert floating-point to fixed point, but let JUCE do that for us:
-          return writer->writeFromFloatArrays(channels, numChannels,
-                                              numSamples);
-        } else {
-          return writeConvertingTo<float>(channels, numChannels, numSamples);
-        }
+        // Convert floating-point to fixed point, but let JUCE do that for us:
+        return writer->writeFromFloatArrays(channels, numChannels,
+                                            numSamples);
       }
+    } else {
+      // We must have double-format data:
+      return writeConvertingTo<float>(channels, numChannels, numSamples);
     }
   }
 
diff --git a/tests/test_io.py b/tests/test_io.py
index 6cbd4ccd7..b46c5b74d 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -243,8 +243,7 @@ def test_fails_on_unsupported_format(audio_filename: str):
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
 @pytest.mark.parametrize(
-    "samplerate",
-    [8000, 11025, 12000, 16000, 22050, 32000, 44100, 48000, 88200, 96000, 176400, 192000],
+    "samplerate", [8000, 11025, 12000, 16000, 22050, 32000, 44100, 48000, 88200, 96000]
 )
 @pytest.mark.parametrize("num_channels", [1, 2, 8])
 @pytest.mark.parametrize("transposed", [False, True])

From b489d11bce623fb2e866d26fba7e4b2dd75b609d Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 15:09:06 -0500
Subject: [PATCH 10/43] Prevent MP3 decoder from being over-eager.

---
 pedalboard/io/AudioFile.h | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 99be0b022..f70c3de70 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -52,6 +52,13 @@ class ReadableAudioFile
     if (!reader) {
       // This is slower but more thorough:
       reader.reset(formatManager.createReaderFor(file.createInputStream()));
+
+      // Known bug: the juce::MP3Reader class will parse formats that are not MP3
+      // and pretend like they are, producing garbage output. For now, if we parse MP3
+      // from an input stream that's not explicitly got ".mp3" on the end, ignore it.
+      if (reader->getFormatName() == "MP3 file") {
+        reader.reset();
+      }
     }
 
     if (!reader)

From 2736566748af86a48f26069f7898153492911763 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 15:56:27 -0500
Subject: [PATCH 11/43] Add tests to ensure audio fixtures are read properly.

---
 pedalboard/io/AudioFile.h                    |  35 +++++++++++------
 tests/audio/correct/mono_sine_at_44100Hz.mp2 | Bin 240744 -> 0 bytes
 tests/audio/correct/mono_sine_at_48000Hz.mp2 | Bin 240768 -> 0 bytes
 tests/test_io.py                             |  38 ++++++++++++++-----
 4 files changed, 52 insertions(+), 21 deletions(-)
 delete mode 100644 tests/audio/correct/mono_sine_at_44100Hz.mp2
 delete mode 100644 tests/audio/correct/mono_sine_at_48000Hz.mp2

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index f70c3de70..9d05e3171 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -53,17 +53,22 @@ class ReadableAudioFile
       // This is slower but more thorough:
       reader.reset(formatManager.createReaderFor(file.createInputStream()));
 
-      // Known bug: the juce::MP3Reader class will parse formats that are not MP3
-      // and pretend like they are, producing garbage output. For now, if we parse MP3
-      // from an input stream that's not explicitly got ".mp3" on the end, ignore it.
+      // Known bug: the juce::MP3Reader class will parse formats that are not
+      // MP3 and pretend like they are, producing garbage output. For now, if we
+      // parse MP3 from an input stream that's not explicitly got ".mp3" on the
+      // end, ignore it.
       if (reader->getFormatName() == "MP3 file") {
-        reader.reset();
+        throw std::domain_error(
+            "Failed to open audio file: file \"" + filename +
+            "\" does not seem to be of a known or supported format. (If trying "
+            "to open an MP3 file, ensure the filename ends with '.mp3'.)");
       }
     }
 
     if (!reader)
-      throw std::domain_error("Unable to open audio file for reading: " +
-                              filename);
+      throw std::domain_error(
+          "Failed to open audio file: file \"" + filename +
+          "\" does not seem to be of a known or supported format.");
   }
 
   double getSampleRate() const {
@@ -78,6 +83,12 @@ class ReadableAudioFile
     return reader->lengthInSamples;
   }
 
+  double getDuration() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return reader->lengthInSamples / reader->sampleRate;
+  }
+
   long getNumChannels() const {
     if (!reader)
       throw std::runtime_error("I/O operation on a closed file.");
@@ -403,7 +414,7 @@ class WriteableAudioFile
       break;
     }
     case ChannelLayout::NotInterleaved: {
-      // We can just pass all the data to writeFromFloatArrays:
+      // We can just pass all the data to write:
       const SampleType **channelPointers =
           (const SampleType **)alloca(numChannels * sizeof(SampleType *));
       for (int c = 0; c < numChannels; c++) {
@@ -467,7 +478,7 @@ class WriteableAudioFile
                                 std::is_integral<TargetType>::value,
                             "Can't convert int to float");
             } else {
-              // Converting float to float:
+              // Converting double to float:
               targetTypeBuffers[c][i] = channels[c][startSample + i];
             }
           }
@@ -496,15 +507,14 @@ class WriteableAudioFile
         return writeConvertingTo<int>(channels, numChannels, numSamples);
       }
     } else if constexpr (std::is_same<SampleType, float>::value) {
-      if (writer->isFloatingPoint()) {  
+      if (writer->isFloatingPoint()) {
         // Just pass the floating point data into the writer as if it were
         // integer data. If the writer requires floating-point input data, this
         // works (and is documented!)
         return writer->write((const int **)channels, numSamples);
       } else {
         // Convert floating-point to fixed point, but let JUCE do that for us:
-        return writer->writeFromFloatArrays(channels, numChannels,
-                                            numSamples);
+        return writer->writeFromFloatArrays(channels, numChannels, numSamples);
       }
     } else {
       // We must have double-format data:
@@ -678,6 +688,9 @@ inline void init_audiofile(py::module &m) {
       .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
                              "Fetch the total number of frames (samples per "
                              "channel) in the file.")
+      .def_property_readonly(
+          "duration", &ReadableAudioFile::getDuration,
+          "Fetch the duration of this file (frames divided by sample rate).")
       .def_property_readonly(
           "file_dtype", &ReadableAudioFile::getFileDatatype,
           "Fetch the data type stored natively by the file. Note that read() "
diff --git a/tests/audio/correct/mono_sine_at_44100Hz.mp2 b/tests/audio/correct/mono_sine_at_44100Hz.mp2
deleted file mode 100644
index 175e6d338effb8b9cfa3971c676719855370240c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.mp2 b/tests/audio/correct/mono_sine_at_48000Hz.mp2
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diff --git a/tests/test_io.py b/tests/test_io.py
index b46c5b74d..5f9d03aa4 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -51,6 +51,23 @@
 ]
 
 
+def get_tolerance_for_format_and_bit_depth(extension: str, input_format, file_dtype: str) -> float:
+    if not extension.startswith("."):
+        extension = "." + extension
+    if extension in {".wav", ".aiff", ".aifc", ".flac"}:
+        file_bit_depth = int(file_dtype.replace("float", "").replace("int", ""))
+        if np.issubdtype(input_format, np.signedinteger):
+            input_bit_depth = np.dtype(input_format).itemsize * 8
+            return 4 / (2 ** min(file_bit_depth, input_bit_depth))
+        return 4 / (2**file_bit_depth)
+
+    # These formats offset the waveform substantially, and these tests don't do any realignment.
+    if extension in {".m4a", ".ac3", ".adts", ".mp4", ".mp2"}:
+        return 3.0
+
+    return 0.12
+
+
 def test_read_constructor_dispatch():
     filename, _samplerate = FILENAMES_AND_SAMPLERATES[0]
 
@@ -153,6 +170,16 @@ def test_basic_read(audio_filename: str, samplerate: float):
     assert f"frames={af.frames}" in repr(af)
     assert f"file_dtype={af.file_dtype}" in repr(af)
 
+    af.seek(0)
+    actual = af.read(af.frames)
+    expected = generate_sine_at(af.samplerate, num_channels=af.channels, num_seconds=af.duration)
+    # Crop the ends of the file, as lossy formats sometimes don't encode the whole file:
+    actual = actual[:, : len(expected)]
+    tolerance = get_tolerance_for_format_and_bit_depth(
+        audio_filename.split(".")[-1], np.int16, af.file_dtype
+    )
+    np.testing.assert_allclose(np.squeeze(expected), np.squeeze(actual), atol=tolerance)
+
     af.close()
 
     with pytest.raises(RuntimeError):
@@ -281,16 +308,7 @@ def test_basic_write(
     with pedalboard.io.ReadableAudioFile(filename) as af:
         assert af.samplerate == samplerate
         assert af.channels == num_channels
-
-        if extension == ".ogg":
-            tolerance = 0.12
-        else:
-            file_bit_depth = int(af.file_dtype.replace("float", "").replace("int", ""))
-            tolerance = 4 / (2 ** file_bit_depth)
-            if np.issubdtype(input_format, np.signedinteger):
-                input_bit_depth = np.dtype(input_format).itemsize * 8
-                tolerance = 4 / (2 ** min(file_bit_depth, input_bit_depth))
-
+        tolerance = get_tolerance_for_format_and_bit_depth(extension, input_format, af.file_dtype)
         as_written = af.read(num_samples)
         np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
 

From 694dc73e15b8cfe0980aec63863c7dcc843f4a26 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 17:15:16 -0500
Subject: [PATCH 12/43] Prevent crash when reading bad file.

---
 pedalboard/io/AudioFile.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 9d05e3171..8f2351039 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -57,7 +57,7 @@ class ReadableAudioFile
       // MP3 and pretend like they are, producing garbage output. For now, if we
       // parse MP3 from an input stream that's not explicitly got ".mp3" on the
       // end, ignore it.
-      if (reader->getFormatName() == "MP3 file") {
+      if (reader && reader->getFormatName() == "MP3 file") {
         throw std::domain_error(
             "Failed to open audio file: file \"" + filename +
             "\" does not seem to be of a known or supported format. (If trying "

From 02b855e6b17f5be23fd83c93a136a767f28ebca5 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 17:41:31 -0500
Subject: [PATCH 13/43] Prevent garbage being returned when reading certain
 formats.

---
 pedalboard/io/AudioFile.h | 11 ++++++++++-
 tests/test_io.py          |  2 +-
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 8f2351039..a44fb226e 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -156,12 +156,21 @@ class ReadableAudioFile
     {
       py::gil_scoped_release release;
 
+      // If the file being read does not have enough content, it _should_ pad
+      // the rest of the array with zeroes. Unfortunately, this does not seem to
+      // be true in practice, so we pre-zero the array to be returned here:
+      std::memset((void *)outputInfo.ptr, 0,
+                  numChannels * numSamples * sizeof(float));
+
       float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
       for (int c = 0; c < numChannels; c++) {
         channelPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
       }
 
-      reader->read(channelPointers, numChannels, currentPosition, numSamples);
+      if (!reader->read(channelPointers, numChannels, currentPosition,
+                        numSamples)) {
+        throw std::runtime_error("Failed to read from file.");
+      }
     }
 
     currentPosition += numSamples;
diff --git a/tests/test_io.py b/tests/test_io.py
index 5f9d03aa4..766351de6 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -59,7 +59,7 @@ def get_tolerance_for_format_and_bit_depth(extension: str, input_format, file_dt
         if np.issubdtype(input_format, np.signedinteger):
             input_bit_depth = np.dtype(input_format).itemsize * 8
             return 4 / (2 ** min(file_bit_depth, input_bit_depth))
-        return 4 / (2**file_bit_depth)
+        return 4 / (2 ** file_bit_depth)
 
     # These formats offset the waveform substantially, and these tests don't do any realignment.
     if extension in {".m4a", ".ac3", ".adts", ".mp4", ".mp2"}:

From 9404337b265a1e072dece1c8d80c9c568126c5b0 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 17:47:25 -0500
Subject: [PATCH 14/43] Switch from AIFF to AIFC test fixtures.

---
 tests/audio/correct/mono_sine_at_44100Hz.aifc | Bin 441054 -> 117236 bytes
 tests/audio/correct/mono_sine_at_48000Hz.aifc | Bin 480054 -> 127572 bytes
 tests/test_io.py                              |   5 +++++
 3 files changed, 5 insertions(+)

diff --git a/tests/audio/correct/mono_sine_at_44100Hz.aifc b/tests/audio/correct/mono_sine_at_44100Hz.aifc
index f627182473131d7a40a0b5d776559ff6430ab587..a5e9b7e2b013b0de537f7a5119adbc503f56b9d0 100644
GIT binary patch
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diff --git a/tests/audio/correct/mono_sine_at_48000Hz.aifc b/tests/audio/correct/mono_sine_at_48000Hz.aifc
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zvDy@E5r79$fl?3=v<FlS#(=kiv%peF2;@4X6-t1{La#$Bp+Xpah4U2b8LSxA4V#52
z;V3u>uD>EO90gOs_^>`$1uO%03APR93By1~pkJV8q2W**qzCdZWE;d}C97B9?O-Zs
z2=ok;3^D))fM>u~z*NiDW@~@f25K=HmL^AYNwZ1gs==!l)Sc=g^&9nV^#%1Y^<MQZ
z_4XB|sQ0amE~sy*U#audztn6sprL7kG%1>^nk-GHMxmu^W3^|r@3kFTHDCv91g-$N
z01E^KIe|8TE`mOST0jCY8SD;T4?YI|2mAs26Wj%!UZI6UbRaZ{4TJ%4gLtgS9pVhJ
zhgd)iA$SNFECRE^-Qa3)F8De4D)=Zk85{z(1Cu~9&={x@lnZ(cy0GG1EXWIF20{a3
zU;=0Z%7853IdBs=4;)=_cQddKhya2CKfnuc2V4N>6}bRzfG6Ms1OTBxBoMz+?G9k?
r%Iq`1<&||0ftSEX;44rJQ~^w&bH%SQfCKOW!OH$}Km}+300jC!`~v|g

diff --git a/tests/test_io.py b/tests/test_io.py
index 766351de6..6d2160cfb 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -239,6 +239,11 @@ def test_context_manager_allows_exceptions():
 def test_read_okay_without_extension(
     tmp_path: pathlib.Path, audio_filename: str, samplerate: float
 ):
+    if '.mp3' in audio_filename:
+        # Skip this test - due to a bug in LAME's MP3 reader, we require
+        # any MP3 files to be identified as such.
+        return
+
     dest_path = str(tmp_path / "no_extension")
     shutil.copyfile(audio_filename, dest_path)
     with pedalboard.io.AudioFile(dest_path) as af:

From 37a611acde43a335c658f94ed0ab0758814e0c0a Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 17:48:43 -0500
Subject: [PATCH 15/43] Change tolerance for AIFC files.

---
 tests/test_io.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index 6d2160cfb..57b4dc9ae 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -27,7 +27,7 @@
 from .utils import generate_sine_at
 
 EXPECTED_DURATION_SECONDS = 5
-EXPECT_LENGTH_TO_BE_EXACT = {"wav", "aiff", "aifc", "caf", "ogg", "m4a", "mp4"}
+EXPECT_LENGTH_TO_BE_EXACT = {"wav", "aiff", "caf", "ogg", "m4a", "mp4"}
 
 TEST_AUDIO_FILES = {
     44100: glob.glob(os.path.join(os.path.dirname(__file__), "audio", "correct", "*44100*")),
@@ -54,7 +54,7 @@
 def get_tolerance_for_format_and_bit_depth(extension: str, input_format, file_dtype: str) -> float:
     if not extension.startswith("."):
         extension = "." + extension
-    if extension in {".wav", ".aiff", ".aifc", ".flac"}:
+    if extension in {".wav", ".aiff", ".flac"}:
         file_bit_depth = int(file_dtype.replace("float", "").replace("int", ""))
         if np.issubdtype(input_format, np.signedinteger):
             input_bit_depth = np.dtype(input_format).itemsize * 8

From 28d58a7da61245d013b419610d3a9241b018701b Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 18:10:05 -0500
Subject: [PATCH 16/43] Fix tolerance on MP3 for testing.

---
 tests/test_io.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index 57b4dc9ae..c6e31e2d8 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -65,6 +65,9 @@ def get_tolerance_for_format_and_bit_depth(extension: str, input_format, file_dt
     if extension in {".m4a", ".ac3", ".adts", ".mp4", ".mp2"}:
         return 3.0
 
+    if extension in {".mp3"}:
+        return 0.8
+
     return 0.12
 
 
@@ -239,7 +242,7 @@ def test_context_manager_allows_exceptions():
 def test_read_okay_without_extension(
     tmp_path: pathlib.Path, audio_filename: str, samplerate: float
 ):
-    if '.mp3' in audio_filename:
+    if ".mp3" in audio_filename:
         # Skip this test - due to a bug in LAME's MP3 reader, we require
         # any MP3 files to be identified as such.
         return

From 862d82a438cd3317f6e85ef2c76d13444f658b38 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Tue, 8 Mar 2022 21:56:11 -0500
Subject: [PATCH 17/43] Try to track down nasty bug on Windows when writing
 int32.

---
 .github/workflows/all.yml | 17 ++++++------
 pedalboard/io/AudioFile.h | 55 +++++++++++++++++++++++----------------
 tests/test_io.py          | 22 ++++++++++++++++
 3 files changed, 64 insertions(+), 30 deletions(-)

diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml
index 43e28b76d..d87c2819c 100644
--- a/.github/workflows/all.yml
+++ b/.github/workflows/all.yml
@@ -59,8 +59,8 @@ jobs:
       MINIMUM_COVERAGE_PERCENTAGE: 90
     strategy:
       matrix:
-        python-version: ['3.6', '3.7', '3.8', '3.9', '3.10']
-        os: [ubuntu-18.04, ubuntu-latest, windows-latest, macos-10.15, macos-latest]
+        python-version: ['3.6']  # , '3.7', '3.8', '3.9', '3.10']
+        os: [windows-latest]  # ubuntu-18.04, ubuntu-latest, windows-latest, macos-10.15, macos-latest]
     name: Test with Python ${{ matrix.python-version }} on ${{ matrix.os }}
     steps:
       - name: Set up Python ${{ matrix.python-version }}
@@ -98,14 +98,14 @@ jobs:
         if: runner.os == 'Windows'
       - name: Build pedalboard locally
         run: python setup.py install
-      - name: Install VSTs for testing
-        env:
-          GCS_ASSET_BUCKET_NAME: ${{ secrets.GCS_ASSET_BUCKET_NAME }}
-          GCS_READER_SERVICE_ACCOUNT_KEY: ${{ secrets.GCS_READER_SERVICE_ACCOUNT_KEY }}
-        run: python ./tests/download_test_plugins.py
+      # - name: Install VSTs for testing
+      #   env:
+      #     GCS_ASSET_BUCKET_NAME: ${{ secrets.GCS_ASSET_BUCKET_NAME }}
+      #     GCS_READER_SERVICE_ACCOUNT_KEY: ${{ secrets.GCS_READER_SERVICE_ACCOUNT_KEY }}
+      #   run: python ./tests/download_test_plugins.py
       - name: Run tests
         if: matrix.os != 'ubuntu-latest' || matrix.python-version != '3.6'
-        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard
+        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard -k int32 -s
       - name: Run tests with coverage reporting
         if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.6'
         run: |
@@ -126,6 +126,7 @@ jobs:
 
   run-tests-with-address-sanitizer:
     runs-on: ${{ matrix.os }}
+    if: false
     strategy:
       matrix:
         python-version: ['3.6', '3.7', '3.8', '3.9', '3.10']
diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index a44fb226e..49c59ff44 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -446,6 +446,9 @@ class WriteableAudioFile
             unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
   bool writeConvertingTo(const InputType **channels, int numChannels,
                          unsigned int numSamples) {
+    printf("in writeConvertingTo<%s, %s>(%d, %d)\n",
+           typeid(TargetType).name(), typeid(InputType).name(),
+           numChannels, numSamples);
     std::vector<std::vector<TargetType>> targetTypeBuffers;
     targetTypeBuffers.resize(numChannels);
 
@@ -459,35 +462,36 @@ class WriteableAudioFile
         targetTypeBuffers[c].resize(samplesToWrite);
         channelPointers[c] = targetTypeBuffers[c].data();
 
-        for (unsigned int i = 0; i < samplesToWrite; i++) {
-          if constexpr (std::is_integral<InputType>::value) {
-            if constexpr (std::is_integral<TargetType>::value) {
+        if constexpr (std::is_integral<InputType>::value) {
+          if constexpr (std::is_integral<TargetType>::value) {
+            for (unsigned int i = 0; i < samplesToWrite; i++) {
               // Left-align the samples to use all 32 bits, as JUCE requires:
               targetTypeBuffers[c][i] =
                   ((int)channels[c][startSample + i])
                   << (std::numeric_limits<int>::digits -
                       std::numeric_limits<InputType>::digits);
-            } else if constexpr (std::is_same<TargetType, float>::value) {
-              juce::FloatVectorOperations::convertFixedToFloat(
-                  targetTypeBuffers[c].data(), channels[c] + startSample, 1.0,
-                  samplesToWrite);
-            } else {
-              // We should never get here - this would only be true
-              // if converting to double, which no formats require:
-              static_assert(std::is_integral<InputType>::value &&
-                                std::is_same<TargetType, double>::value,
-                            "Can't convert to double");
             }
-
+          } else if constexpr (std::is_same<TargetType, float>::value) {
+            juce::FloatVectorOperations::convertFixedToFloat(
+                targetTypeBuffers[c].data(), channels[c] + startSample, 1.0,
+                samplesToWrite);
           } else {
-            if constexpr (std::is_integral<TargetType>::value) {
-              // We should never get here - this would only be true
-              // if converting float to int, which JUCE handles for us:
-              static_assert(!std::is_integral<InputType>::value &&
-                                std::is_integral<TargetType>::value,
-                            "Can't convert int to float");
-            } else {
-              // Converting double to float:
+            // We should never get here - this would only be true
+            // if converting to double, which no formats require:
+            static_assert(std::is_integral<InputType>::value &&
+                              std::is_same<TargetType, double>::value,
+                          "Can't convert to double");
+          }
+        } else {
+          if constexpr (std::is_integral<TargetType>::value) {
+            // We should never get here - this would only be true
+            // if converting float to int, which JUCE handles for us:
+            static_assert(!std::is_integral<InputType>::value &&
+                              std::is_integral<TargetType>::value,
+                          "Can't convert int to float");
+          } else {
+            // Converting double to float:
+            for (unsigned int i = 0; i < samplesToWrite; i++) {
               targetTypeBuffers[c][i] = channels[c][startSample + i];
             }
           }
@@ -505,11 +509,18 @@ class WriteableAudioFile
   template <typename SampleType>
   bool write(const SampleType **channels, int numChannels,
              unsigned int numSamples) {
+    printf("in write<%s>(%d, %d)\n",
+           typeid(SampleType).name(), numChannels, numSamples);
     if constexpr (std::is_integral<SampleType>::value) {
       if constexpr (std::is_same<SampleType, int>::value) {
         if (writer->isFloatingPoint()) {
           return writeConvertingTo<float>(channels, numChannels, numSamples);
         } else {
+          // When supplying int32 data, files come out inverted when writing on
+          // Windows! Try to get to the bottom of this:
+          printf("About to pass %d samples of %d-channel %s data to "
+                 "writer->write\n",
+                 numSamples, numChannels, typeid(SampleType).name());
           return writer->write(channels, numSamples);
         }
       } else {
diff --git a/tests/test_io.py b/tests/test_io.py
index c6e31e2d8..5eb3af9c1 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -17,6 +17,7 @@
 
 import os
 import glob
+import wave
 import pathlib
 import shutil
 import pytest
@@ -321,6 +322,27 @@ def test_basic_write(
         np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
 
 
+def test_write_exact_int32_wav(tmp_path: pathlib.Path):
+    """
+    This test should fail on Windows, where it seems that passing int32 sample
+    data to WriteableAudioFile#write will invert (!?) the samples written.
+    """
+    filename = str(tmp_path / f"test.wav")
+    original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int32)
+    signal = (original << 16).astype(np.int32)
+
+    with pedalboard.io.WriteableAudioFile(filename, samplerate=1) as af:
+        af.write(signal)
+
+    assert os.path.exists(filename)
+
+    # Read the exact wave values out with the `wave` package:
+    with wave.open(filename) as f:
+        assert f.getsampwidth() == 2
+        encoded = np.frombuffer(f.readframes(len(signal)), dtype=np.int16)
+        np.testing.assert_allclose(encoded, original)
+
+
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
 @pytest.mark.parametrize("samplerate", [1234.5, 23.0000000001])
 def test_fractional_sample_rates(tmp_path: pathlib.Path, extension: str, samplerate):

From 215591e1eb721459b9096bbab3f75ed6b648ad8a Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 11:35:52 -0500
Subject: [PATCH 18/43] Add bit_depth parameter to writer.

---
 pedalboard/io/AudioFile.h | 97 ++++++++++++++++++++++++++-------------
 tests/test_io.py          | 11 ++++-
 2 files changed, 75 insertions(+), 33 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 49c59ff44..46f6228db 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -243,8 +243,8 @@ class WriteableAudioFile
       public std::enable_shared_from_this<WriteableAudioFile> {
 public:
   WriteableAudioFile(std::string filename, double writeSampleRate,
-                     int numChannels = 1, int bitsPerSample = 16,
-                     int qualityOptionIndex = 0)
+                     int numChannels = 1, int bitDepth = 16,
+                     std::optional<std::string> qualityString = {})
       : filename(filename) {
     pybind11::gil_scoped_release release;
 
@@ -291,10 +291,14 @@ class WriteableAudioFile
           file.getFileExtension().toStdString());
     }
 
+    // Detect the quality level to use based on the string passed in.
+    // TODO: implement me!
+    int qualityOptionIndex = 0;
+
     juce::StringPairArray emptyMetadata;
     writer.reset(format->createWriterFor(outputStream.get(), writeSampleRate,
-                                         numChannels, bitsPerSample,
-                                         emptyMetadata, qualityOptionIndex));
+                                         numChannels, bitDepth, emptyMetadata,
+                                         qualityOptionIndex));
     if (!writer) {
       // Check common errors first:
       juce::Array<int> possibleSampleRates = format->getPossibleSampleRates();
@@ -319,6 +323,28 @@ class WriteableAudioFile
             "Hz. Supported sample rates: " + sampleRateString.str());
       }
 
+      juce::Array<int> possibleBitDepths = format->getPossibleBitDepths();
+
+      if (possibleBitDepths.isEmpty()) {
+        throw std::domain_error(
+            file.getFileExtension().toStdString() +
+            " audio files are not writable with Pedalboard.");
+      }
+
+      if (!possibleBitDepths.contains((int)bitDepth)) {
+        std::ostringstream bitDepthString;
+        for (int i = 0; i < possibleBitDepths.size(); i++) {
+          bitDepthString << possibleBitDepths[i];
+          if (i < possibleBitDepths.size() - 1)
+            bitDepthString << ", ";
+        }
+        throw std::domain_error(
+            format->getFormatName().toStdString() +
+            " audio files do not support the provided bit depth of " +
+            std::to_string(bitDepth) +
+            " bits. Supported bit depths: " + bitDepthString.str());
+      }
+
       throw std::domain_error("Unable to create audio file writer: " +
                               filename);
     } else {
@@ -446,9 +472,8 @@ class WriteableAudioFile
             unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
   bool writeConvertingTo(const InputType **channels, int numChannels,
                          unsigned int numSamples) {
-    printf("in writeConvertingTo<%s, %s>(%d, %d)\n",
-           typeid(TargetType).name(), typeid(InputType).name(),
-           numChannels, numSamples);
+    printf("in writeConvertingTo<%s, %s>(%d, %d)\n", typeid(TargetType).name(),
+           typeid(InputType).name(), numChannels, numSamples);
     std::vector<std::vector<TargetType>> targetTypeBuffers;
     targetTypeBuffers.resize(numChannels);
 
@@ -472,9 +497,11 @@ class WriteableAudioFile
                       std::numeric_limits<InputType>::digits);
             }
           } else if constexpr (std::is_same<TargetType, float>::value) {
+            constexpr auto scaleFactor =
+                1.0f / static_cast<float>(std::numeric_limits<int>::max());
             juce::FloatVectorOperations::convertFixedToFloat(
-                targetTypeBuffers[c].data(), channels[c] + startSample, 1.0,
-                samplesToWrite);
+                targetTypeBuffers[c].data(), channels[c] + startSample,
+                scaleFactor, samplesToWrite);
           } else {
             // We should never get here - this would only be true
             // if converting to double, which no formats require:
@@ -486,9 +513,9 @@ class WriteableAudioFile
           if constexpr (std::is_integral<TargetType>::value) {
             // We should never get here - this would only be true
             // if converting float to int, which JUCE handles for us:
-            static_assert(!std::is_integral<InputType>::value &&
-                              std::is_integral<TargetType>::value,
-                          "Can't convert int to float");
+            static_assert(std::is_integral<TargetType>::value &&
+                              !std::is_integral<InputType>::value,
+                          "Can't convert float to int");
           } else {
             // Converting double to float:
             for (unsigned int i = 0; i < samplesToWrite; i++) {
@@ -509,8 +536,8 @@ class WriteableAudioFile
   template <typename SampleType>
   bool write(const SampleType **channels, int numChannels,
              unsigned int numSamples) {
-    printf("in write<%s>(%d, %d)\n",
-           typeid(SampleType).name(), numChannels, numSamples);
+    printf("in write<%s>(%d, %d)\n", typeid(SampleType).name(), numChannels,
+           numSamples);
     if constexpr (std::is_integral<SampleType>::value) {
       if constexpr (std::is_same<SampleType, int>::value) {
         if (writer->isFloatingPoint()) {
@@ -619,28 +646,31 @@ inline void init_audiofile(py::module &m) {
       .def_static(
           "__new__",
           [](const py::object *, std::string filename, std::string mode,
-             double sampleRate, int numChannels) {
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::string> quality) {
             if (mode == "r") {
               throw py::type_error(
                   "Opening an audio file for reading does not require "
-                  "samplerate and num_channels arguments - these parameters "
+                  "samplerate, num_channels, bit_depth, or quality arguments - "
+                  "these parameters "
                   "will be read from the file.");
             } else if (mode == "w") {
-              if (sampleRate == -1) {
+              if (!sampleRate) {
                 throw py::type_error(
                     "Opening an audio file for writing requires a samplerate "
                     "argument to be provided.");
               }
 
-              return std::make_shared<WriteableAudioFile>(filename, sampleRate,
-                                                          numChannels);
+              return std::make_shared<WriteableAudioFile>(
+                  filename, sampleRate.value(), numChannels, bitDepth, quality);
             } else {
               throw py::type_error("AudioFile instances can only be opened in "
                                    "read mode (\"r\") and write mode (\"w\").");
             }
           },
           py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
-          py::arg("samplerate") = -1, py::arg("num_channels") = 1);
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none());
 
   py::class_<ReadableAudioFile, AudioFile, std::shared_ptr<ReadableAudioFile>>(
       m, "ReadableAudioFile",
@@ -721,27 +751,30 @@ inline void init_audiofile(py::module &m) {
       m, "WriteableAudioFile",
       "An audio file writer interface, with native support for Ogg Vorbis, "
       "MP3, WAV, FLAC, and AIFF files on all operating systems.")
-      .def(py::init([](std::string filename, double sampleRate,
-                       int numChannels) {
-             return std::make_shared<WriteableAudioFile>(filename, sampleRate,
-                                                         numChannels);
+      .def(py::init([](std::string filename, double sampleRate, int numChannels,
+                       int bitDepth, std::optional<std::string> quality) {
+             return std::make_shared<WriteableAudioFile>(
+                 filename, sampleRate, numChannels, bitDepth, quality);
            }),
            py::arg("filename"), py::arg("samplerate"),
-           py::arg("num_channels") = 1)
+           py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
+           py::arg("quality") = py::none())
       .def_static(
           "__new__",
-          [](const py::object *, std::string filename, double sampleRate,
-             int numChannels) {
-            if (sampleRate == -1) {
+          [](const py::object *, std::string filename,
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::string> quality) {
+            if (!sampleRate) {
               throw py::type_error(
                   "Opening an audio file for writing requires a samplerate "
                   "argument to be provided.");
             }
-            return std::make_shared<WriteableAudioFile>(filename, sampleRate,
-                                                        numChannels);
+            return std::make_shared<WriteableAudioFile>(
+                filename, sampleRate.value(), numChannels, bitDepth, quality);
           },
-          py::arg("cls"), py::arg("filename"), py::arg("samplerate") = -1,
-          py::arg("num_channels") = 1)
+          py::arg("cls"), py::arg("filename"),
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none())
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<char> samples) {
diff --git a/tests/test_io.py b/tests/test_io.py
index 5eb3af9c1..98d114757 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -304,8 +304,17 @@ def test_basic_write(
 
     num_samples = audio.shape[-1]
 
+    write_bit_depth = 16
+
+    # Not all formats support full 32-bit depth:
+    if extension in {".wav"} and np.issubdtype(input_format, np.signedinteger):
+        write_bit_depth = np.dtype(input_format).itemsize * 8
+
     with pedalboard.io.WriteableAudioFile(
-        filename, samplerate=samplerate, num_channels=num_channels
+        filename,
+        samplerate=samplerate,
+        num_channels=num_channels,
+        bit_depth=write_bit_depth,
     ) as af:
         if transposed:
             af.write(audio.T)

From d870a25811453ade95a5b164d8e77df23b28129f Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 14:06:56 -0500
Subject: [PATCH 19/43] Fix inaccuracy when reading integer-valued input
 formats.

---
 pedalboard/io/AudioFile.h | 48 +++++++++++++++++++++++++++++++++---
 tests/test_io.py          | 51 ++++++++++++++++++++++++++++++++++++++-
 2 files changed, 95 insertions(+), 4 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 46f6228db..0a35bc4ba 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -167,9 +167,51 @@ class ReadableAudioFile
         channelPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
       }
 
-      if (!reader->read(channelPointers, numChannels, currentPosition,
-                        numSamples)) {
-        throw std::runtime_error("Failed to read from file.");
+      if (reader->usesFloatingPointData || reader->bitsPerSample == 32) {
+        if (!reader->read(channelPointers, numChannels, currentPosition,
+                          numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+      } else {
+        // If the audio is stored in an integral format, read it as integers
+        // and do the floating-point conversion ourselves to work around
+        // floating-point imprecision in JUCE when reading formats smaller than
+        // 32-bit (i.e.: 16-bit audio is off by about 0.003%)
+
+        if (!reader->readSamples((int **)channelPointers, numChannels, 0,
+                                 currentPosition, numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+
+        // When converting 24-bit, 16-bit, or 8-bit data from int to float,
+        // the values provided by the above read() call are shifted left
+        // (such that the least significant bits are all zero)
+        // JUCE will then divide these values by 0x7FFFFFFF, even though
+        // the least significant bits are zero, effectively losing precision.
+        // Instead, here we set the scale factor appropriately.
+        int maxValueAsInt;
+        switch (reader->bitsPerSample) {
+        case 24:
+          maxValueAsInt = 0x7FFFFF00;
+          break;
+        case 16:
+          maxValueAsInt = 0x7FFF0000;
+          break;
+        case 8:
+          maxValueAsInt = 0x7F000000;
+          break;
+        default:
+          throw std::runtime_error("Not sure how to convert data from " +
+                                   std::to_string(reader->bitsPerSample) +
+                                   " bits per sample to floating point!");
+        }
+        float scaleFactor = 1.0f / static_cast<float>(maxValueAsInt);
+
+        for (int c = 0; c < numChannels; c++) {
+          juce::FloatVectorOperations::convertFixedToFloat(
+              channelPointers[c], (const int *)channelPointers[c], scaleFactor,
+              numSamples);
+        }
       }
     }
 
diff --git a/tests/test_io.py b/tests/test_io.py
index 98d114757..b43b02b6a 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -331,7 +331,7 @@ def test_basic_write(
         np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
 
 
-def test_write_exact_int32_wav(tmp_path: pathlib.Path):
+def test_write_exact_int32_to_16_bit_wav(tmp_path: pathlib.Path):
     """
     This test should fail on Windows, where it seems that passing int32 sample
     data to WriteableAudioFile#write will invert (!?) the samples written.
@@ -352,6 +352,55 @@ def test_write_exact_int32_wav(tmp_path: pathlib.Path):
         np.testing.assert_allclose(encoded, original)
 
 
+def test_read_16_bit_wav_matches_stdlib(tmp_path: pathlib.Path):
+    filename = str(tmp_path / f"test-16bit.wav")
+    original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int32)
+    signal = (original << 16).astype(np.int32)
+
+    with pedalboard.io.WriteableAudioFile(filename, samplerate=1) as af:
+        af.write(signal)
+
+    assert os.path.exists(filename)
+
+    # Read the exact wave values out with the `wave` package:
+    with wave.open(filename) as f:
+        assert f.getsampwidth() == 2
+        stdlib_result = np.frombuffer(f.readframes(len(signal)), dtype=np.int16)
+        np.testing.assert_allclose(stdlib_result, original)
+
+    float_signal = signal / np.iinfo(np.int32).max
+    with pedalboard.io.AudioFile(filename) as af:
+        np.testing.assert_allclose(float_signal, af.read(af.frames)[0])
+
+
+def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
+    samplerate = 44100
+    num_channels = 1
+    filename = str(tmp_path / f"test.wav")
+    original = np.linspace(0, 1, 11)
+
+    # As per AES17: the integer value -(2^31) should never show up in the stream.
+    signal = (original * (2**31 - 1)).astype(np.int32)
+
+    with pedalboard.io.WriteableAudioFile(
+        filename,
+        samplerate=samplerate,
+        num_channels=num_channels,
+        bit_depth=16,
+    ) as af:
+        af.write(signal)
+
+    # Read the exact wave values out with the `wave` package:
+    with wave.open(filename) as f:
+        assert f.getsampwidth() == 2
+        stdlib_result = np.frombuffer(f.readframes(len(signal)), dtype=np.int16)
+        assert np.all(np.equal(stdlib_result, signal >> 16))
+
+    with pedalboard.io.ReadableAudioFile(filename) as af:
+        as_written = af.read(len(signal))[0]
+        np.testing.assert_allclose(original, as_written, atol=2 / (2**15))
+
+
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
 @pytest.mark.parametrize("samplerate", [1234.5, 23.0000000001])
 def test_fractional_sample_rates(tmp_path: pathlib.Path, extension: str, samplerate):

From 6563073148af4c43b1530bf3c98965d558d68ab1 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 15:16:55 -0500
Subject: [PATCH 20/43] Add read_raw.

---
 pedalboard/io/AudioFile.h | 118 +++++++++++++++++++++++++++++++++++++-
 tests/test_io.py          |  40 ++++++++-----
 2 files changed, 143 insertions(+), 15 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 0a35bc4ba..c7abf006e 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -219,6 +219,116 @@ class ReadableAudioFile
     return buffer;
   }
 
+  py::handle readRaw(long long numSamples) {
+    if (numSamples == 0)
+      throw std::domain_error(
+          "ReadableAudioFile will not read an entire file at once, due to the "
+          "possibility that a file may be larger than available memory. Please "
+          "pass a number of frames to read (available from the 'frames' "
+          "attribute).");
+
+    const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (reader->usesFloatingPointData) {
+      return read(numSamples).release();
+    } else {
+      switch (reader->bitsPerSample) {
+      case 32:
+        return readInteger<int>(numSamples).release();
+      case 16:
+        return readInteger<short>(numSamples).release();
+      case 8:
+        return readInteger<char>(numSamples).release();
+      default:
+        throw std::runtime_error("Not sure how to read " +
+                                 std::to_string(reader->bitsPerSample) +
+                                 "-bit audio data!");
+      }
+    }
+  }
+
+  template <typename SampleType>
+  py::array_t<SampleType> readInteger(long long numSamples) {
+    if (reader->usesFloatingPointData) {
+      throw std::runtime_error(
+          "Can't call readInteger with a floating point file!");
+    }
+
+    // Allocate a buffer to return of up to numSamples:
+    int numChannels = reader->numChannels;
+    numSamples =
+        std::min(numSamples, reader->lengthInSamples - currentPosition);
+    py::array_t<SampleType> buffer =
+        py::array_t<SampleType>({(int)numChannels, (int)numSamples});
+
+    py::buffer_info outputInfo = buffer.request();
+
+    {
+      py::gil_scoped_release release;
+
+      // TODO: if reading 24-bit or 32-bit audio, pass through directly:
+      if (reader->bitsPerSample > 16) {
+        if (sizeof(SampleType) < 4) {
+          throw std::runtime_error("Output array not wide enough to store " +
+                                   std::to_string(reader->bitsPerSample) +
+                                   "-bit integer data.");
+        }
+
+        std::memset((void *)outputInfo.ptr, 0,
+                    numChannels * numSamples * sizeof(SampleType));
+
+        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
+        for (int c = 0; c < numChannels; c++) {
+          channelPointers[c] = ((int *)outputInfo.ptr) + (numSamples * c);
+        }
+
+        if (!reader->readSamples(channelPointers, numChannels, 0,
+                                 currentPosition, numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+      } else {
+        // Read the file in smaller chunks, converting from int32 to the
+        // appropriate output format as we go:
+        std::vector<std::vector<int>> intBuffers;
+        intBuffers.resize(numChannels);
+
+        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
+        for (long long startSample = 0; startSample < numSamples;
+             startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
+          int samplesToRead =
+              std::min(numSamples - startSample,
+                       (long long)DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
+
+          for (int c = 0; c < numChannels; c++) {
+            intBuffers[c].resize(samplesToRead);
+            channelPointers[c] = intBuffers[c].data();
+          }
+
+          if (!reader->readSamples(channelPointers, numChannels, 0,
+                                   currentPosition + startSample,
+                                   samplesToRead)) {
+            throw std::runtime_error("Failed to read from file.");
+          }
+
+          // Convert the data in intBuffers to the output format:
+          char shift = 32 - reader->bitsPerSample;
+          for (int c = 0; c < numChannels; c++) {
+            SampleType *outputChannelPointer =
+                (((SampleType *)outputInfo.ptr) + (c * numSamples));
+            for (int i = 0; i < samplesToRead; i++) {
+              outputChannelPointer[startSample + i] = intBuffers[c][i] >> shift;
+            }
+          }
+        }
+      }
+    }
+
+    currentPosition += numSamples;
+    return buffer;
+  }
+
   void seek(long long targetPosition) {
     const juce::ScopedLock scopedLock(objectLock);
     if (!reader)
@@ -273,7 +383,7 @@ class ReadableAudioFile
   juce::CriticalSection objectLock;
 
   int currentPosition = 0;
-}; // namespace Pedalboard
+};
 
 bool isInteger(double value) {
   double intpart;
@@ -736,6 +846,12 @@ inline void init_audiofile(py::module &m) {
            "audio file at the current position. Audio samples are returned in "
            "the shape (channels, samples); i.e.: a stereo audio file will have "
            "shape (2, <length>). Returned data is always in float32 format.")
+      .def("read_raw", &ReadableAudioFile::readRaw, py::arg("num_frames") = 0,
+           "Read the given number of frames (samples in each channel) from the "
+           "audio file at the current position. Audio samples are returned in "
+           "the shape (channels, samples); i.e.: a stereo audio file will have "
+           "shape (2, <length>). Returned data is in the raw format stored by "
+           "the underlying file (one of int8, int16, int32, or float32).")
       .def("seekable", &ReadableAudioFile::isSeekable,
            "Returns True if the file is currently open and calls to seek() "
            "will work.")
diff --git a/tests/test_io.py b/tests/test_io.py
index b43b02b6a..ac4f65ffb 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -193,6 +193,15 @@ def test_basic_read(audio_filename: str, samplerate: float):
         af.read(1)
 
 
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_read_raw(audio_filename: str, samplerate: float):
+    with pedalboard.io.AudioFile(audio_filename) as af:
+        num_samples = int(samplerate * EXPECTED_DURATION_SECONDS)
+        raw_samples = af.read_raw(num_samples)
+        assert raw_samples.shape == (1, num_samples)
+        assert af.file_dtype in str(raw_samples.dtype)
+
+
 @pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
 def test_use_reader_as_context_manager(audio_filename: str, samplerate: float):
     with pedalboard.io.AudioFile(audio_filename) as af:
@@ -281,7 +290,7 @@ def test_fails_on_unsupported_format(audio_filename: str):
 @pytest.mark.parametrize(
     "samplerate", [8000, 11025, 12000, 16000, 22050, 32000, 44100, 48000, 88200, 96000]
 )
-@pytest.mark.parametrize("num_channels", [1, 2, 8])
+@pytest.mark.parametrize("num_channels", [1, 2, 3])
 @pytest.mark.parametrize("transposed", [False, True])
 @pytest.mark.parametrize("input_format", [np.float32, np.float64, np.int8, np.int16, np.int32])
 def test_basic_write(
@@ -295,20 +304,25 @@ def test_basic_write(
     filename = str(tmp_path / f"test{extension}")
     original_audio = generate_sine_at(samplerate, num_channels=num_channels)
 
+    write_bit_depth = 16
+
+    # Not all formats support full 32-bit depth:
+    if extension in {".wav"} and np.issubdtype(input_format, np.signedinteger):
+        write_bit_depth = np.dtype(input_format).itemsize * 8
+
     # Handle integer audio types by scaling the floating-point data to the full integer range:
     if np.issubdtype(input_format, np.signedinteger):
-        _max = min(np.abs(np.iinfo(input_format).min), np.abs(np.iinfo(input_format).max))
+        _max = np.iinfo(input_format).max
         audio = (original_audio * _max).astype(input_format)
     else:
+        _max = 1.0
         audio = original_audio.astype(input_format)
 
-    num_samples = audio.shape[-1]
-
-    write_bit_depth = 16
+    # Before writing, assert that the data we're about to write is what we expect:
+    tolerance = get_tolerance_for_format_and_bit_depth(".wav", input_format, "int16")
+    np.testing.assert_allclose(original_audio, audio.astype(np.float32) / _max, atol=tolerance)
 
-    # Not all formats support full 32-bit depth:
-    if extension in {".wav"} and np.issubdtype(input_format, np.signedinteger):
-        write_bit_depth = np.dtype(input_format).itemsize * 8
+    num_samples = audio.shape[-1]
 
     with pedalboard.io.WriteableAudioFile(
         filename,
@@ -354,21 +368,19 @@ def test_write_exact_int32_to_16_bit_wav(tmp_path: pathlib.Path):
 
 def test_read_16_bit_wav_matches_stdlib(tmp_path: pathlib.Path):
     filename = str(tmp_path / f"test-16bit.wav")
-    original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int32)
-    signal = (original << 16).astype(np.int32)
+    original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int16)
+    signal = original.astype(np.int32) << 16
 
-    with pedalboard.io.WriteableAudioFile(filename, samplerate=1) as af:
+    with pedalboard.io.WriteableAudioFile(filename, samplerate=1, bit_depth=16) as af:
         af.write(signal)
 
-    assert os.path.exists(filename)
-
     # Read the exact wave values out with the `wave` package:
     with wave.open(filename) as f:
         assert f.getsampwidth() == 2
         stdlib_result = np.frombuffer(f.readframes(len(signal)), dtype=np.int16)
         np.testing.assert_allclose(stdlib_result, original)
 
-    float_signal = signal / np.iinfo(np.int32).max
+    float_signal = original / np.iinfo(np.int16).max
     with pedalboard.io.AudioFile(filename) as af:
         np.testing.assert_allclose(float_signal, af.read(af.frames)[0])
 

From a883693f0604b095890d73df55452b98d9ea2ad1 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 15:40:55 -0500
Subject: [PATCH 21/43] Add tests for writing unsupported formats.

---
 .github/workflows/all.yml | 17 ++++++++---------
 README.md                 |  2 +-
 pedalboard/io/AudioFile.h |  9 ---------
 tests/test_io.py          | 18 +++++++++++-------
 4 files changed, 20 insertions(+), 26 deletions(-)

diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml
index d87c2819c..43e28b76d 100644
--- a/.github/workflows/all.yml
+++ b/.github/workflows/all.yml
@@ -59,8 +59,8 @@ jobs:
       MINIMUM_COVERAGE_PERCENTAGE: 90
     strategy:
       matrix:
-        python-version: ['3.6']  # , '3.7', '3.8', '3.9', '3.10']
-        os: [windows-latest]  # ubuntu-18.04, ubuntu-latest, windows-latest, macos-10.15, macos-latest]
+        python-version: ['3.6', '3.7', '3.8', '3.9', '3.10']
+        os: [ubuntu-18.04, ubuntu-latest, windows-latest, macos-10.15, macos-latest]
     name: Test with Python ${{ matrix.python-version }} on ${{ matrix.os }}
     steps:
       - name: Set up Python ${{ matrix.python-version }}
@@ -98,14 +98,14 @@ jobs:
         if: runner.os == 'Windows'
       - name: Build pedalboard locally
         run: python setup.py install
-      # - name: Install VSTs for testing
-      #   env:
-      #     GCS_ASSET_BUCKET_NAME: ${{ secrets.GCS_ASSET_BUCKET_NAME }}
-      #     GCS_READER_SERVICE_ACCOUNT_KEY: ${{ secrets.GCS_READER_SERVICE_ACCOUNT_KEY }}
-      #   run: python ./tests/download_test_plugins.py
+      - name: Install VSTs for testing
+        env:
+          GCS_ASSET_BUCKET_NAME: ${{ secrets.GCS_ASSET_BUCKET_NAME }}
+          GCS_READER_SERVICE_ACCOUNT_KEY: ${{ secrets.GCS_READER_SERVICE_ACCOUNT_KEY }}
+        run: python ./tests/download_test_plugins.py
       - name: Run tests
         if: matrix.os != 'ubuntu-latest' || matrix.python-version != '3.6'
-        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard -k int32 -s
+        run: pytest -v --cov-report term --cov-fail-under=${{ env.MINIMUM_COVERAGE_PERCENTAGE }} --cov=pedalboard
       - name: Run tests with coverage reporting
         if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.6'
         run: |
@@ -126,7 +126,6 @@ jobs:
 
   run-tests-with-address-sanitizer:
     runs-on: ${{ matrix.os }}
-    if: false
     strategy:
       matrix:
         python-version: ['3.6', '3.7', '3.8', '3.9', '3.10']
diff --git a/README.md b/README.md
index a50b90338..06de7c538 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@
 ![PyPI - Downloads](https://img.shields.io/pypi/dm/pedalboard)
 ![GitHub Repo stars](https://img.shields.io/github/stars/spotify/pedalboard?style=social)
 
-`pedalboard` is a Python library for adding effects to audio. It supports a number of common audio effects out of the box, and also allows the use of [VST3®](https://www.steinberg.net/en/company/technologies/vst3.html) and [Audio Unit](https://en.wikipedia.org/wiki/Audio_Units) plugin formats for third-party effects. It was built by [Spotify's Audio Intelligence Lab](https://research.atspotify.com/audio-intelligence/) to enable using studio-quality audio effects from within Python and TensorFlow.
+`pedalboard` is a Python library for manipulating audio: adding effects, reading, writing, and more. It supports a number of common audio effects out of the box, and also allows the use of [VST3®](https://www.steinberg.net/en/company/technologies/vst3.html) and [Audio Unit](https://en.wikipedia.org/wiki/Audio_Units) plugin formats for third-party effects. It was built by [Spotify's Audio Intelligence Lab](https://research.atspotify.com/audio-intelligence/) to enable using studio-quality audio effects from within Python and TensorFlow.
 
 Internally at Spotify, `pedalboard` is used for [data augmentation](https://en.wikipedia.org/wiki/Data_augmentation) to improve machine learning models. `pedalboard` also helps in the process of content creation, making it possible to add effects to audio without using a Digital Audio Workstation.
 
diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index c7abf006e..0ed7cfbc2 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -624,8 +624,6 @@ class WriteableAudioFile
             unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
   bool writeConvertingTo(const InputType **channels, int numChannels,
                          unsigned int numSamples) {
-    printf("in writeConvertingTo<%s, %s>(%d, %d)\n", typeid(TargetType).name(),
-           typeid(InputType).name(), numChannels, numSamples);
     std::vector<std::vector<TargetType>> targetTypeBuffers;
     targetTypeBuffers.resize(numChannels);
 
@@ -688,18 +686,11 @@ class WriteableAudioFile
   template <typename SampleType>
   bool write(const SampleType **channels, int numChannels,
              unsigned int numSamples) {
-    printf("in write<%s>(%d, %d)\n", typeid(SampleType).name(), numChannels,
-           numSamples);
     if constexpr (std::is_integral<SampleType>::value) {
       if constexpr (std::is_same<SampleType, int>::value) {
         if (writer->isFloatingPoint()) {
           return writeConvertingTo<float>(channels, numChannels, numSamples);
         } else {
-          // When supplying int32 data, files come out inverted when writing on
-          // Windows! Try to get to the bottom of this:
-          printf("About to pass %d samples of %d-channel %s data to "
-                 "writer->write\n",
-                 numSamples, numChannels, typeid(SampleType).name());
           return writer->write(channels, numSamples);
         }
       } else {
diff --git a/tests/test_io.py b/tests/test_io.py
index ac4f65ffb..50296ec86 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -346,11 +346,7 @@ def test_basic_write(
 
 
 def test_write_exact_int32_to_16_bit_wav(tmp_path: pathlib.Path):
-    """
-    This test should fail on Windows, where it seems that passing int32 sample
-    data to WriteableAudioFile#write will invert (!?) the samples written.
-    """
-    filename = str(tmp_path / f"test.wav")
+    filename = str(tmp_path / "test.wav")
     original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int32)
     signal = (original << 16).astype(np.int32)
 
@@ -367,7 +363,7 @@ def test_write_exact_int32_to_16_bit_wav(tmp_path: pathlib.Path):
 
 
 def test_read_16_bit_wav_matches_stdlib(tmp_path: pathlib.Path):
-    filename = str(tmp_path / f"test-16bit.wav")
+    filename = str(tmp_path / "test-16bit.wav")
     original = np.array([1, 2, 3, -1, -2, -3]).astype(np.int16)
     signal = original.astype(np.int32) << 16
 
@@ -388,7 +384,7 @@ def test_read_16_bit_wav_matches_stdlib(tmp_path: pathlib.Path):
 def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
     samplerate = 44100
     num_channels = 1
-    filename = str(tmp_path / f"test.wav")
+    filename = str(tmp_path / "test.wav")
     original = np.linspace(0, 1, 11)
 
     # As per AES17: the integer value -(2^31) should never show up in the stream.
@@ -438,3 +434,11 @@ def test_unusable_sample_rates(tmp_path: pathlib.Path, extension: str, samplerat
     with pytest.raises(ValueError) as e:
         pedalboard.io.WriteableAudioFile(filename, samplerate=samplerate, num_channels=1)
     assert "44100" in str(e), "Expected exception to include details about supported sample rates."
+
+
+@pytest.mark.parametrize("dtype", [np.uint8, np.uint16, np.uint32, np.uint64])
+def test_fail_to_write_unsigned(tmp_path: pathlib.Path, dtype):
+    filename = str(tmp_path / "test.wav")
+    with pytest.raises(TypeError):
+        with pedalboard.io.WriteableAudioFile(filename, samplerate=44100) as af:
+            af.write(np.array([1, 2, 3, 4], dtype=dtype))

From 83f2dea75c20291a96a3163042bcf350acec3b36 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 15:43:43 -0500
Subject: [PATCH 22/43] Formatting.

---
 tests/test_io.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index 50296ec86..0fff7c6b7 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -388,7 +388,7 @@ def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
     original = np.linspace(0, 1, 11)
 
     # As per AES17: the integer value -(2^31) should never show up in the stream.
-    signal = (original * (2**31 - 1)).astype(np.int32)
+    signal = (original * (2 ** 31 - 1)).astype(np.int32)
 
     with pedalboard.io.WriteableAudioFile(
         filename,
@@ -406,7 +406,7 @@ def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
 
     with pedalboard.io.ReadableAudioFile(filename) as af:
         as_written = af.read(len(signal))[0]
-        np.testing.assert_allclose(original, as_written, atol=2 / (2**15))
+        np.testing.assert_allclose(original, as_written, atol=2 / (2 ** 15))
 
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())

From c1e1a5f5b37684e72a239fc88437c58f27b61054 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 17:07:13 -0500
Subject: [PATCH 23/43] Add WriteableAudioFile::quality.

---
 pedalboard/io/AudioFile.h | 154 ++++++++++++++++++++++++++++++++------
 tests/test_io.py          | 113 ++++++++++++++++++++++++++++
 2 files changed, 246 insertions(+), 21 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 0ed7cfbc2..04569b0d4 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -267,8 +267,6 @@ class ReadableAudioFile
 
     {
       py::gil_scoped_release release;
-
-      // TODO: if reading 24-bit or 32-bit audio, pass through directly:
       if (reader->bitsPerSample > 16) {
         if (sizeof(SampleType) < 4) {
           throw std::runtime_error("Output array not wide enough to store " +
@@ -390,13 +388,97 @@ bool isInteger(double value) {
   return modf(value, &intpart) == 0.0;
 }
 
+int determineQualityOptionIndex(juce::AudioFormat *format,
+                                const std::string inputString) {
+  // Detect the quality level to use based on the string passed in:
+  juce::StringArray possibleQualityOptions = format->getQualityOptions();
+  int qualityOptionIndex = -1;
+
+  std::string qualityString = juce::String(inputString).trim().toStdString();
+
+  if (!qualityString.empty()) {
+    if (!possibleQualityOptions.size()) {
+      throw std::domain_error("Unable to parse provided quality value (" +
+                              qualityString + "). " +
+                              format->getFormatName().toStdString() +
+                              "s do not accept quality settings.");
+    }
+
+    // Try to match the string against the available options. An exact match
+    // is preferred (ignoring case):
+    if (qualityOptionIndex == -1 &&
+        possibleQualityOptions.contains(qualityString, true)) {
+      qualityOptionIndex = possibleQualityOptions.indexOf(qualityString, true);
+    }
+
+    // And if no exact match was found, try casting to an integer:
+    if (qualityOptionIndex == -1) {
+      int numLeadingDigits = 0;
+      for (int i = 0; i < qualityString.size(); i++) {
+        if (juce::CharacterFunctions::isDigit(qualityString[i])) {
+          numLeadingDigits++;
+        }
+      }
+
+      if (numLeadingDigits) {
+        std::string leadingIntValue = qualityString.substr(0, numLeadingDigits);
+
+        // Check to see if any of the valid options start with this option,
+        // but make sure we don't select only the prefix of a number
+        // (i.e.: if someone gives us "32", don't select "320 kbps")
+        for (int i = 0; i < possibleQualityOptions.size(); i++) {
+          const juce::String &option = possibleQualityOptions[i];
+          if (option.startsWith(leadingIntValue) &&
+              option.length() > leadingIntValue.size() &&
+              !juce::CharacterFunctions::isDigit(
+                  option[leadingIntValue.size()])) {
+            qualityOptionIndex = i;
+            break;
+          }
+        }
+      } else {
+        // If our search string doesn't start with leading digits,
+        // check for a substring:
+        for (int i = 0; i < possibleQualityOptions.size(); i++) {
+          if (possibleQualityOptions[i].containsIgnoreCase(qualityString)) {
+            qualityOptionIndex = i;
+            break;
+          }
+        }
+      }
+    }
+
+    // If we get here, we received a string we were unable to parse,
+    // so the user should probably know about it:
+    if (qualityOptionIndex == -1) {
+      throw std::domain_error(
+          "Unable to parse provided quality value (" + qualityString +
+          "). Valid values for " + format->getFormatName().toStdString() +
+          "s are: " +
+          possibleQualityOptions.joinIntoString(", ").toStdString());
+    }
+  }
+
+  if (qualityOptionIndex == -1) {
+    if (possibleQualityOptions.size()) {
+      // Choose the best quality by default if possible:
+      qualityOptionIndex = possibleQualityOptions.size() - 1;
+    } else {
+      qualityOptionIndex = 0;
+    }
+  }
+
+  return qualityOptionIndex;
+}
+
 class WriteableAudioFile
     : public AudioFile,
       public std::enable_shared_from_this<WriteableAudioFile> {
 public:
-  WriteableAudioFile(std::string filename, double writeSampleRate,
-                     int numChannels = 1, int bitDepth = 16,
-                     std::optional<std::string> qualityString = {})
+  WriteableAudioFile(
+      std::string filename, double writeSampleRate, int numChannels = 1,
+      int bitDepth = 16,
+      std::optional<std::variant<std::string, float>> qualityInput = {})
       : filename(filename) {
     pybind11::gil_scoped_release release;
 
@@ -443,9 +525,26 @@ class WriteableAudioFile
           file.getFileExtension().toStdString());
     }
 
-    // Detect the quality level to use based on the string passed in.
-    // TODO: implement me!
-    int qualityOptionIndex = 0;
+    // Normalize the input to a string here, as we need to do parsing anyways:
+    std::string qualityString;
+    if (qualityInput) {
+      if (auto *q = std::get_if<std::string>(&qualityInput.value())) {
+        qualityString = *q;
+      } else if (auto *q = std::get_if<float>(&qualityInput.value())) {
+        if (isInteger(*q)) {
+          qualityString = std::to_string((int)*q);
+        } else {
+          qualityString = std::to_string(*q);
+        }
+      } else {
+        throw std::runtime_error("Unknown quality type!");
+      }
+    }
+
+    int qualityOptionIndex = determineQualityOptionIndex(format, qualityString);
+    if (format->getQualityOptions().size() > qualityOptionIndex) {
+      quality = format->getQualityOptions()[qualityOptionIndex].toStdString();
+    }
 
     juce::StringPairArray emptyMetadata;
     writer.reset(format->createWriterFor(outputStream.get(), writeSampleRate,
@@ -746,6 +845,8 @@ class WriteableAudioFile
 
   long getFramesWritten() const { return framesWritten; }
 
+  std::optional<std::string> getQuality() const { return quality; }
+
   long getNumChannels() const {
     if (!writer)
       throw std::runtime_error("I/O operation on a closed file.");
@@ -762,6 +863,7 @@ class WriteableAudioFile
 private:
   juce::AudioFormatManager formatManager;
   std::string filename;
+  std::optional<std::string> quality;
   std::unique_ptr<juce::AudioFormatWriter> writer;
   juce::CriticalSection objectLock;
   int framesWritten = 0;
@@ -790,7 +892,7 @@ inline void init_audiofile(py::module &m) {
           "__new__",
           [](const py::object *, std::string filename, std::string mode,
              std::optional<double> sampleRate, int numChannels, int bitDepth,
-             std::optional<std::string> quality) {
+             std::optional<std::variant<std::string, float>> quality) {
             if (mode == "r") {
               throw py::type_error(
                   "Opening an audio file for reading does not require "
@@ -859,7 +961,7 @@ inline void init_audiofile(py::module &m) {
              std::ostringstream ss;
              ss << "<pedalboard.io.ReadableAudioFile";
              if (!file.getFilename().empty()) {
-               ss << " filename=" << file.getFilename();
+               ss << " filename=\"" << file.getFilename() << "\"";
              }
              if (file.isClosed()) {
                ss << " closed";
@@ -900,19 +1002,21 @@ inline void init_audiofile(py::module &m) {
       m, "WriteableAudioFile",
       "An audio file writer interface, with native support for Ogg Vorbis, "
       "MP3, WAV, FLAC, and AIFF files on all operating systems.")
-      .def(py::init([](std::string filename, double sampleRate, int numChannels,
-                       int bitDepth, std::optional<std::string> quality) {
-             return std::make_shared<WriteableAudioFile>(
-                 filename, sampleRate, numChannels, bitDepth, quality);
-           }),
-           py::arg("filename"), py::arg("samplerate"),
-           py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
-           py::arg("quality") = py::none())
+      .def(
+          py::init([](std::string filename, double sampleRate, int numChannels,
+                      int bitDepth,
+                      std::optional<std::variant<std::string, float>> quality) {
+            return std::make_shared<WriteableAudioFile>(
+                filename, sampleRate, numChannels, bitDepth, quality);
+          }),
+          py::arg("filename"), py::arg("samplerate"),
+          py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
+          py::arg("quality") = py::none())
       .def_static(
           "__new__",
           [](const py::object *, std::string filename,
              std::optional<double> sampleRate, int numChannels, int bitDepth,
-             std::optional<std::string> quality) {
+             std::optional<std::variant<std::string, float>> quality) {
             if (!sampleRate) {
               throw py::type_error(
                   "Opening an audio file for writing requires a samplerate "
@@ -964,7 +1068,7 @@ inline void init_audiofile(py::module &m) {
              std::ostringstream ss;
              ss << "<pedalboard.io.WriteableAudioFile";
              if (!file.getFilename().empty()) {
-               ss << " filename=" << file.getFilename();
+               ss << " filename=\"" << file.getFilename() << "\"";
              }
              if (file.isClosed()) {
                ss << " closed";
@@ -972,6 +1076,9 @@ inline void init_audiofile(py::module &m) {
                ss << " samplerate=" << file.getSampleRate();
                ss << " channels=" << file.getNumChannels();
                ss << " frames=" << file.getFramesWritten();
+               if (file.getQuality()) {
+                 ss << " quality=\"" << file.getQuality().value() << "\"";
+               }
              }
              ss << " at " << &file;
              ss << ">";
@@ -987,7 +1094,12 @@ inline void init_audiofile(py::module &m) {
                              "Fetch the number of channels in the file.")
       .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
                              "Fetch the total number of frames (samples per "
-                             "channel) written to the file so far.");
+                             "channel) written to the file so far.")
+      // TODO: Add file_dtype!
+      .def_property_readonly(
+          "quality", &WriteableAudioFile::getQuality,
+          "Fetch the quality setting used to write this file. For many "
+          "formats, this may be None.");
 
   m.def("get_supported_read_formats", []() {
     juce::AudioFormatManager manager;
diff --git a/tests/test_io.py b/tests/test_io.py
index 0fff7c6b7..ec5bd2056 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -22,6 +22,7 @@
 import shutil
 import pytest
 import pedalboard
+from typing import Optional
 
 import numpy as np
 
@@ -442,3 +443,115 @@ def test_fail_to_write_unsigned(tmp_path: pathlib.Path, dtype):
     with pytest.raises(TypeError):
         with pedalboard.io.WriteableAudioFile(filename, samplerate=44100) as af:
             af.write(np.array([1, 2, 3, 4], dtype=dtype))
+
+
+@pytest.mark.parametrize(
+    "extension,quality,expected",
+    [
+        ("ogg", "64 kbps", "64 kbps"),
+        ("ogg", "80 kbps", "80 kbps"),
+        ("ogg", "96 kbps", "96 kbps"),
+        ("ogg", "112 kbps", "112 kbps"),
+        ("ogg", "128 kbps", "128 kbps"),
+        ("ogg", "160 kbps", "160 kbps"),
+        ("ogg", "192 kbps", "192 kbps"),
+        ("ogg", "224 kbps", "224 kbps"),
+        ("ogg", "256 kbps", "256 kbps"),
+        ("ogg", "320 kbps", "320 kbps"),
+        ("ogg", "500 kbps", "500 kbps"),
+        ("ogg", 64, "64 kbps"),
+        ("ogg", 80, "80 kbps"),
+        ("ogg", 96, "96 kbps"),
+        ("ogg", 112, "112 kbps"),
+        ("ogg", 128, "128 kbps"),
+        ("ogg", 160, "160 kbps"),
+        ("ogg", 192, "192 kbps"),
+        ("ogg", 224, "224 kbps"),
+        ("ogg", 256, "256 kbps"),
+        ("ogg", 320, "320 kbps"),
+        ("ogg", 500, "500 kbps"),
+        ("ogg", 64.0, "64 kbps"),
+        ("ogg", 80.0, "80 kbps"),
+        ("ogg", 96.0, "96 kbps"),
+        ("ogg", 112.0, "112 kbps"),
+        ("ogg", 128.0, "128 kbps"),
+        ("ogg", 160.0, "160 kbps"),
+        ("ogg", 192.0, "192 kbps"),
+        ("ogg", 224.0, "224 kbps"),
+        ("ogg", 256.0, "256 kbps"),
+        ("ogg", 320.0, "320 kbps"),
+        ("ogg", 500.0, "500 kbps"),
+        ("ogg", "64", "64 kbps"),
+        ("ogg", "80", "80 kbps"),
+        ("ogg", "96", "96 kbps"),
+        ("ogg", "112", "112 kbps"),
+        ("ogg", "128", "128 kbps"),
+        ("ogg", "160", "160 kbps"),
+        ("ogg", "192", "192 kbps"),
+        ("ogg", "224", "224 kbps"),
+        ("ogg", "256", "256 kbps"),
+        ("ogg", "320", "320 kbps"),
+        ("ogg", "500", "500 kbps"),
+        ("ogg", "   500   ", "500 kbps"),
+        ("ogg", "", "500 kbps"),
+        ("ogg", "  ", "500 kbps"),
+        ("ogg", None, "500 kbps"),
+        ("flac", "0 (Fastest)", "0 (Fastest)"),
+        ("flac", "0", "0 (Fastest)"),
+        ("flac", "fastest", "0 (Fastest)"),
+        ("flac", "1", "1"),
+        ("flac", "2", "2"),
+        ("flac", "3", "3"),
+        ("flac", "4", "4"),
+        ("flac", "default", "5 (Default)"),
+        ("flac", "5 (Default)", "5 (Default)"),
+        ("flac", "5", "5 (Default)"),
+        ("flac", "6", "6"),
+        ("flac", "7", "7"),
+        ("flac", "8 (Highest quality)", "8 (Highest quality)"),
+        ("flac", "8", "8 (Highest quality)"),
+        ("flac", "", "8 (Highest quality)"),
+        ("flac", "  ", "8 (Highest quality)"),
+        ("flac", None, "8 (Highest quality)"),
+        ("flac", "high", "8 (Highest quality)"),
+        ("flac", 0, "0 (Fastest)"),
+        ("flac", 1, "1"),
+        ("flac", 2, "2"),
+        ("flac", 3, "3"),
+        ("flac", 4, "4"),
+        ("flac", 5, "5 (Default)"),
+        ("flac", 6, "6"),
+        ("flac", 7, "7"),
+        ("flac", 8, "8 (Highest quality)"),
+        ("wav", None, None),
+        ("wav", "", None),
+        ("aiff", None, None),
+        ("aiff", "", None),
+    ],
+)
+def test_write_quality(tmp_path: pathlib.Path, extension: str, quality, expected: Optional[str]):
+    filename = str(tmp_path / f"test.{extension}")
+    with pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality=quality) as af:
+        assert af.quality == expected
+
+
+@pytest.mark.parametrize(
+    "extension,quality",
+    [
+        ("ogg", "63 kbps"),
+        ("ogg", 63),
+        ("ogg", 63.5),
+        ("ogg", -500),
+        ("flac", "slowest"),
+        ("flac", 11),
+        ("flac", -1),
+        ("wav", "128"),
+        ("wav", 128),
+        ("aiff", "128"),
+        ("aiff", 128),
+    ],
+)
+def test_bad_write_quality(tmp_path: pathlib.Path, extension: str, quality):
+    filename = str(tmp_path / f"test.{extension}")
+    with pytest.raises(ValueError):
+        pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality=quality)

From fc009ef8984e6cf5000113d096eed6fb0a6e726e Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 17:36:22 -0500
Subject: [PATCH 24/43] Improve documentation consistency.

---
 pedalboard/io/AudioFile.h | 181 ++++++++++++++++++++++++++++----------
 tests/test_io.py          |   6 +-
 2 files changed, 135 insertions(+), 52 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 04569b0d4..7f538640e 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -122,6 +122,8 @@ class ReadableAudioFile
         return "int8";
       case 16:
         return "int16";
+      case 24:
+        return "int24";
       case 32:
         return "int32";
       case 64:
@@ -596,8 +598,18 @@ class WriteableAudioFile
             " bits. Supported bit depths: " + bitDepthString.str());
       }
 
-      throw std::domain_error("Unable to create audio file writer: " +
-                              filename);
+      std::string humanReadableQuality;
+      if (qualityString.empty()) {
+        humanReadableQuality = "None";
+      } else {
+        humanReadableQuality = qualityString;
+      }
+
+      throw std::domain_error(
+          "Unable to create audio file writer with samplerate=" +
+          std::to_string(writeSampleRate) +
+          ", num_channels=" + std::to_string(numChannels) + ", bit_depth=" +
+          std::to_string(bitDepth) + ", and quality=" + humanReadableQuality);
     } else {
       outputStream.release();
     }
@@ -853,6 +865,38 @@ class WriteableAudioFile
     return writer->getNumChannels();
   }
 
+  std::string getFileDatatype() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (writer->isFloatingPoint()) {
+      switch (writer->getBitsPerSample()) {
+      case 16: // OGG returns 16-bit int data, but internally stores floats
+      case 32:
+        return "float32";
+      case 64:
+        return "float64";
+      default:
+        return "unknown";
+      }
+    } else {
+      switch (writer->getBitsPerSample()) {
+      case 8:
+        return "int8";
+      case 16:
+        return "int16";
+      case 24:
+        return "int24";
+      case 32:
+        return "int32";
+      case 64:
+        return "int64";
+      default:
+        return "unknown";
+      }
+    }
+  }
+
   std::shared_ptr<WriteableAudioFile> enter() { return shared_from_this(); }
 
   void exit(const py::object &type, const py::object &value,
@@ -922,8 +966,8 @@ inline void init_audiofile(py::module &m) {
       "An audio file reader interface, with native support for Ogg Vorbis, "
       "MP3, WAV, FLAC, and AIFF files on all operating systems. On some "
       "platforms, other formats may also be readable. (Use "
-      "AudioFile.supported_read_formats and AudioFile.supported_write_formats "
-      "to see which formats are supported on the current platform.)")
+      "pedalboard.io.get_supported_read_formats() to see which formats are "
+      "supported on the current platform.)")
       .def(py::init([](std::string filename) {
              return std::make_shared<ReadableAudioFile>(filename);
            }),
@@ -934,26 +978,28 @@ inline void init_audiofile(py::module &m) {
             return std::make_shared<ReadableAudioFile>(filename);
           },
           py::arg("cls"), py::arg("filename"))
-      .def("read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
-           "Read the given number of frames (samples in each channel) from the "
-           "audio file at the current position. Audio samples are returned in "
-           "the shape (channels, samples); i.e.: a stereo audio file will have "
-           "shape (2, <length>). Returned data is always in float32 format.")
-      .def("read_raw", &ReadableAudioFile::readRaw, py::arg("num_frames") = 0,
-           "Read the given number of frames (samples in each channel) from the "
-           "audio file at the current position. Audio samples are returned in "
-           "the shape (channels, samples); i.e.: a stereo audio file will have "
-           "shape (2, <length>). Returned data is in the raw format stored by "
-           "the underlying file (one of int8, int16, int32, or float32).")
+      .def(
+          "read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
+          "Read the given number of frames (samples in each channel) from this "
+          "audio file at the current position. Audio samples are returned in "
+          "the shape (channels, samples); i.e.: a stereo audio file will have "
+          "shape (2, <length>). Returned data is always in float32 format.")
+      .def(
+          "read_raw", &ReadableAudioFile::readRaw, py::arg("num_frames") = 0,
+          "Read the given number of frames (samples in each channel) from this "
+          "audio file at the current position. Audio samples are returned in "
+          "the shape (channels, samples); i.e.: a stereo audio file will have "
+          "shape (2, <length>). Returned data is in the raw format stored by "
+          "the underlying file (one of int8, int16, int32, or float32).")
       .def("seekable", &ReadableAudioFile::isSeekable,
-           "Returns True if the file is currently open and calls to seek() "
+           "Returns True if this file is currently open and calls to seek() "
            "will work.")
       .def("seek", &ReadableAudioFile::seek, py::arg("position"),
-           "Seek the file to the provided location in frames.")
+           "Seek this file to the provided location in frames.")
       .def("tell", &ReadableAudioFile::tell,
-           "Fetch the position in the audio file, in frames.")
+           "Fetch the position in this audio file, in frames.")
       .def("close", &ReadableAudioFile::close,
-           "Close the file, rendering this object unusable.")
+           "Close this file, rendering this object unusable.")
       .def("__enter__", &ReadableAudioFile::enter)
       .def("__exit__", &ReadableAudioFile::exit)
       .def("__repr__",
@@ -967,7 +1013,7 @@ inline void init_audiofile(py::module &m) {
                ss << " closed";
              } else {
                ss << " samplerate=" << file.getSampleRate();
-               ss << " channels=" << file.getNumChannels();
+               ss << " num_channels=" << file.getNumChannels();
                ss << " frames=" << file.getLengthInSamples();
                ss << " file_dtype=" << file.getFileDatatype();
              }
@@ -975,33 +1021,35 @@ inline void init_audiofile(py::module &m) {
              ss << ">";
              return ss.str();
            })
-      .def_property_readonly(
-          "name", &ReadableAudioFile::getFilename,
-          "If the file has been closed, this property will be True.")
+      .def_property_readonly("name", &ReadableAudioFile::getFilename,
+                             "The name of this file.")
       .def_property_readonly(
           "closed", &ReadableAudioFile::isClosed,
-          "If the file has been closed, this property will be True.")
+          "If this file has been closed, this property will be True.")
       .def_property_readonly("samplerate", &ReadableAudioFile::getSampleRate,
-                             "Fetch the sample rate of the file in samples "
+                             "The sample rate of this file in samples "
                              "(per channel) per second (Hz).")
       .def_property_readonly("channels", &ReadableAudioFile::getNumChannels,
-                             "Fetch the number of channels in the file.")
+                             "The number of channels in this file.")
       .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
-                             "Fetch the total number of frames (samples per "
-                             "channel) in the file.")
+                             "The total number of frames (samples per "
+                             "channel) in this file.")
       .def_property_readonly(
           "duration", &ReadableAudioFile::getDuration,
-          "Fetch the duration of this file (frames divided by sample rate).")
+          "The duration of this file (frames divided by sample rate).")
       .def_property_readonly(
           "file_dtype", &ReadableAudioFile::getFileDatatype,
-          "Fetch the data type stored natively by the file. Note that read() "
-          "will always return a float32 array, regardless of this method.");
+          "The data type stored natively by this file. Note that read(...) "
+          "will always return a float32 array, regardless of the value of this "
+          "property.");
 
   py::class_<WriteableAudioFile, AudioFile,
              std::shared_ptr<WriteableAudioFile>>(
       m, "WriteableAudioFile",
       "An audio file writer interface, with native support for Ogg Vorbis, "
-      "MP3, WAV, FLAC, and AIFF files on all operating systems.")
+      "MP3, WAV, FLAC, and AIFF files on all operating systems. (Use "
+      "pedalboard.io.get_supported_write_formats() to see which formats are "
+      "supported on the current platform.)")
       .def(
           py::init([](std::string filename, double sampleRate, int numChannels,
                       int bitDepth,
@@ -1033,34 +1081,67 @@ inline void init_audiofile(py::module &m) {
           [](WriteableAudioFile &file, py::array_t<char> samples) {
             file.write<char>(samples);
           },
-          py::arg("samples").noconvert())
+          py::arg("samples").noconvert(),
+          "Encode an array of int8 (8-bit signed integer) audio data and write "
+          "it to this file. The number of channels in the array must match the "
+          "number of channels used to open the file. The array may contain "
+          "audio in any shape. If the file's bit depth or format does not "
+          "match this data type, the audio will be automatically converted.")
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<short> samples) {
             file.write<short>(samples);
           },
-          py::arg("samples").noconvert())
+          py::arg("samples").noconvert(),
+          "Encode an array of int16 (16-bit signed integer) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<int> samples) {
             file.write<int>(samples);
           },
-          py::arg("samples").noconvert())
+          py::arg("samples").noconvert(),
+          "Encode an array of int32 (32-bit signed integer) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<float> samples) {
             file.write<float>(samples);
           },
-          py::arg("samples").noconvert())
+          py::arg("samples").noconvert(),
+          "Encode an array of float32 (32-bit floating-point) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<double> samples) {
             file.write<double>(samples);
           },
-          py::arg("samples").noconvert())
-      .def("flush", &WriteableAudioFile::flush)
+          py::arg("samples").noconvert(),
+          "Encode an array of float64 (64-bit floating-point) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. No supported formats support float64 "
+          "natively, so the audio will be converted automatically.")
+      .def("flush", &WriteableAudioFile::flush,
+           "Attempt to flush this audio file's contents to disk. Not all "
+           "formats support flushing, so this may throw a RuntimeError. (If "
+           "this happens, closing the file will reliably force a flush to "
+           "occur.)")
       .def("close", &WriteableAudioFile::close,
-           "Close the file, rendering this object unusable.")
+           "Close this file, flushing its contents to disk and rendering this "
+           "object unusable for further writing.")
       .def("__enter__", &WriteableAudioFile::enter)
       .def("__exit__", &WriteableAudioFile::exit)
       .def("__repr__",
@@ -1074,11 +1155,11 @@ inline void init_audiofile(py::module &m) {
                ss << " closed";
              } else {
                ss << " samplerate=" << file.getSampleRate();
-               ss << " channels=" << file.getNumChannels();
-               ss << " frames=" << file.getFramesWritten();
+               ss << " num_channels=" << file.getNumChannels();
                if (file.getQuality()) {
                  ss << " quality=\"" << file.getQuality().value() << "\"";
                }
+               ss << " file_dtype=" << file.getFileDatatype();
              }
              ss << " at " << &file;
              ss << ">";
@@ -1086,19 +1167,23 @@ inline void init_audiofile(py::module &m) {
            })
       .def_property_readonly(
           "closed", &WriteableAudioFile::isClosed,
-          "If the file has been closed, this property will be True.")
+          "If this file has been closed, this property will be True.")
       .def_property_readonly("samplerate", &WriteableAudioFile::getSampleRate,
-                             "Fetch the sample rate of the file in samples "
+                             "The sample rate of this file in samples "
                              "(per channel) per second (Hz).")
       .def_property_readonly("channels", &WriteableAudioFile::getNumChannels,
-                             "Fetch the number of channels in the file.")
+                             "The number of channels in this file.")
       .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
-                             "Fetch the total number of frames (samples per "
-                             "channel) written to the file so far.")
-      // TODO: Add file_dtype!
+                             "The total number of frames (samples per "
+                             "channel) written to this file so far.")
+      .def_property_readonly(
+          "file_dtype", &WriteableAudioFile::getFileDatatype,
+          "The data type stored natively by this file. Note that write(...) "
+          "will accept multiple datatypes, regardless of the value of this "
+          "property.")
       .def_property_readonly(
           "quality", &WriteableAudioFile::getQuality,
-          "Fetch the quality setting used to write this file. For many "
+          "The quality setting used to write this file. For many "
           "formats, this may be None.");
 
   m.def("get_supported_read_formats", []() {
diff --git a/tests/test_io.py b/tests/test_io.py
index ec5bd2056..62242a9e8 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -171,8 +171,7 @@ def test_basic_read(audio_filename: str, samplerate: float):
     assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
 
     assert f"samplerate={int(af.samplerate)}" in repr(af)
-    assert f"channels={af.channels}" in repr(af)
-    assert f"frames={af.frames}" in repr(af)
+    assert f"num_channels={af.channels}" in repr(af)
     assert f"file_dtype={af.file_dtype}" in repr(af)
 
     af.seek(0)
@@ -231,8 +230,7 @@ def test_use_reader_as_context_manager(audio_filename: str, samplerate: float):
         assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
 
         assert f"samplerate={int(af.samplerate)}" in repr(af)
-        assert f"channels={af.channels}" in repr(af)
-        assert f"frames={af.frames}" in repr(af)
+        assert f"num_channels={af.channels}" in repr(af)
 
     with pytest.raises(RuntimeError):
         af.channels

From 4bfaf4313430226ea7271aaf5d8ab6c3a3945179 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Wed, 9 Mar 2022 17:46:22 -0500
Subject: [PATCH 25/43] Tempered readme speed claims after further testing. [ci
 skip]

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 06de7c538..c6b69fbc8 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,7 @@ Internally at Spotify, `pedalboard` is used for [data augmentation](https://en.w
      - No need to use `multiprocessing`!
    - Even when only using one thread:
      - Processes audio up to **300x** faster than [pySoX](https://github.com/rabitt/pysox) for single transforms, and 2-5x faster<sup>[1](https://github.com/iCorv/pedalboard_with_tfdata)</sup> than [SoxBindings](https://github.com/pseeth/soxbindings)
-     - Reads audio files up to **20x** faster than [`librosa.load`](https://librosa.org/doc/main/generated/librosa.load.html)
+     - Reads audio files up to **4x** faster than [`librosa.load`](https://librosa.org/doc/main/generated/librosa.load.html) (in many cases)
  - Tested compatibility with TensorFlow - can be used in `tf.data` pipelines!
 
 ## Installation

From 010f90ba411c9e6e8785cd269fd98a363acfda06 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 10:06:52 -0500
Subject: [PATCH 26/43] Auto-delete output stream if constructor fails.

---
 pedalboard/io/AudioFile.h | 70 ++++++++++++++++++++++++++++++++++++---
 tests/test_io.py          |  8 +++++
 2 files changed, 73 insertions(+), 5 deletions(-)

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 7f538640e..03b5b1dfe 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -473,6 +473,69 @@ int determineQualityOptionIndex(juce::AudioFormat *format,
   return qualityOptionIndex;
 }
 
+/**
+ * A tiny RAII wrapper around juce::FileOutputStream that
+ * deletes the file on destruction if it was not written to.
+ */
+class AutoDeleteFileOutputStream : public juce::FileOutputStream {
+public:
+  AutoDeleteFileOutputStream(const juce::File &fileToWriteTo,
+                             size_t bufferSizeToUse = 16384,
+                             bool deleteFileOnDestruction = true)
+      : juce::FileOutputStream(fileToWriteTo, bufferSizeToUse),
+        deleteFileOnDestruction(deleteFileOnDestruction) {}
+
+  static std::unique_ptr<AutoDeleteFileOutputStream>
+  createOutputStream(const juce::File &fileToWriteTo,
+                     size_t bufferSizeToUse = 16384) {
+    return std::make_unique<AutoDeleteFileOutputStream>(
+        fileToWriteTo, bufferSizeToUse, !fileToWriteTo.existsAsFile());
+  };
+
+  juce::Result truncate() {
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::truncate();
+  }
+
+  virtual bool setPosition(juce::int64 pos) override {
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::setPosition(pos);
+  }
+
+  virtual bool write(const void *bytes, size_t len) override {
+    if (!hasWrittenToFile) {
+      setPosition(0);
+      truncate();
+      hasWrittenToFile = true;
+    }
+
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::write(bytes, len);
+  }
+
+  virtual bool writeRepeatedByte(juce::uint8 byte,
+                                 size_t numTimesToRepeat) override {
+    if (!hasWrittenToFile) {
+      setPosition(0);
+      truncate();
+      hasWrittenToFile = true;
+    }
+
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::writeRepeatedByte(byte, numTimesToRepeat);
+  }
+
+  ~AutoDeleteFileOutputStream() override {
+    if (deleteFileOnDestruction) {
+      getFile().deleteFile();
+    }
+  }
+
+private:
+  bool deleteFileOnDestruction = false;
+  bool hasWrittenToFile = false;
+};
+
 class WriteableAudioFile
     : public AudioFile,
       public std::enable_shared_from_this<WriteableAudioFile> {
@@ -502,16 +565,13 @@ class WriteableAudioFile
     formatManager.registerBasicFormats();
     juce::File file(filename);
 
-    std::unique_ptr<juce::FileOutputStream> outputStream =
-        std::make_unique<juce::FileOutputStream>(file);
+    std::unique_ptr<AutoDeleteFileOutputStream> outputStream =
+        AutoDeleteFileOutputStream::createOutputStream(file);
     if (!outputStream->openedOk()) {
       throw std::domain_error("Unable to open audio file for writing: " +
                               filename);
     }
 
-    outputStream->setPosition(0);
-    outputStream->truncate();
-
     juce::AudioFormat *format =
         formatManager.findFormatForFileExtension(file.getFileExtension());
 
diff --git a/tests/test_io.py b/tests/test_io.py
index 62242a9e8..bc3e98a4f 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -553,3 +553,11 @@ def test_bad_write_quality(tmp_path: pathlib.Path, extension: str, quality):
     filename = str(tmp_path / f"test.{extension}")
     with pytest.raises(ValueError):
         pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality=quality)
+
+
+def test_file_not_created_if_constructor_error_thrown(tmp_path: pathlib.Path):
+    filename = str(tmp_path / f"test.wav")
+    assert not os.path.exists(filename)
+    with pytest.raises(ValueError):
+        pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality="break")
+    assert not os.path.exists(filename)

From 6b066dbcf970f9d2e94101aab161aa795d4a16e4 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 10:11:04 -0500
Subject: [PATCH 27/43] Formatting.

---
 tests/test_io.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index bc3e98a4f..0c7c42b2c 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -556,7 +556,7 @@ def test_bad_write_quality(tmp_path: pathlib.Path, extension: str, quality):
 
 
 def test_file_not_created_if_constructor_error_thrown(tmp_path: pathlib.Path):
-    filename = str(tmp_path / f"test.wav")
+    filename = str(tmp_path / "test.wav")
     assert not os.path.exists(filename)
     with pytest.raises(ValueError):
         pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality="break")

From 183c7e003fa0d283879f2d42a49394f0d76b9a04 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 10:20:06 -0500
Subject: [PATCH 28/43] Split AudioFile classes into smaller files.

---
 pedalboard/io/AudioFile.h          | 1259 ----------------------------
 pedalboard/io/AudioFileInit.h      |   89 ++
 pedalboard/io/ReadableAudioFile.h  |  495 +++++++++++
 pedalboard/io/WriteableAudioFile.h |  802 ++++++++++++++++++
 pedalboard/python_bindings.cpp     |    8 +-
 5 files changed, 1392 insertions(+), 1261 deletions(-)
 create mode 100644 pedalboard/io/AudioFileInit.h
 create mode 100644 pedalboard/io/ReadableAudioFile.h
 create mode 100644 pedalboard/io/WriteableAudioFile.h

diff --git a/pedalboard/io/AudioFile.h b/pedalboard/io/AudioFile.h
index 03b5b1dfe..4d0591e1f 100644
--- a/pedalboard/io/AudioFile.h
+++ b/pedalboard/io/AudioFile.h
@@ -17,1269 +17,10 @@
 
 #pragma once
 
-#include <mutex>
-#include <optional>
-
-#include <pybind11/numpy.h>
-#include <pybind11/pybind11.h>
-
-#include "../BufferUtils.h"
-#include "../JuceHeader.h"
-
-namespace py = pybind11;
-
 namespace Pedalboard {
 
 static constexpr const unsigned int DEFAULT_AUDIO_BUFFER_SIZE_FRAMES = 8192;
 
 class AudioFile {};
 
-class ReadableAudioFile
-    : public AudioFile,
-      public std::enable_shared_from_this<ReadableAudioFile> {
-public:
-  ReadableAudioFile(std::string filename) : filename(filename) {
-    formatManager.registerBasicFormats();
-    juce::File file(filename);
-
-    if (!file.existsAsFile()) {
-      throw std::domain_error(
-          "Failed to open audio file: file does not exist: " + filename);
-    }
-
-    // createReaderFor(juce::File) is fast, as it only looks at file extension:
-    reader.reset(formatManager.createReaderFor(file));
-    if (!reader) {
-      // This is slower but more thorough:
-      reader.reset(formatManager.createReaderFor(file.createInputStream()));
-
-      // Known bug: the juce::MP3Reader class will parse formats that are not
-      // MP3 and pretend like they are, producing garbage output. For now, if we
-      // parse MP3 from an input stream that's not explicitly got ".mp3" on the
-      // end, ignore it.
-      if (reader && reader->getFormatName() == "MP3 file") {
-        throw std::domain_error(
-            "Failed to open audio file: file \"" + filename +
-            "\" does not seem to be of a known or supported format. (If trying "
-            "to open an MP3 file, ensure the filename ends with '.mp3'.)");
-      }
-    }
-
-    if (!reader)
-      throw std::domain_error(
-          "Failed to open audio file: file \"" + filename +
-          "\" does not seem to be of a known or supported format.");
-  }
-
-  double getSampleRate() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return reader->sampleRate;
-  }
-
-  long getLengthInSamples() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return reader->lengthInSamples;
-  }
-
-  double getDuration() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return reader->lengthInSamples / reader->sampleRate;
-  }
-
-  long getNumChannels() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return reader->numChannels;
-  }
-
-  std::string getFileFormat() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    return reader->getFormatName().toStdString();
-  }
-
-  std::string getFileDatatype() const {
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    if (reader->usesFloatingPointData) {
-      switch (reader->bitsPerSample) {
-      case 16: // OGG returns 16-bit int data, but internally stores floats
-      case 32:
-        return "float32";
-      case 64:
-        return "float64";
-      default:
-        return "unknown";
-      }
-    } else {
-      switch (reader->bitsPerSample) {
-      case 8:
-        return "int8";
-      case 16:
-        return "int16";
-      case 24:
-        return "int24";
-      case 32:
-        return "int32";
-      case 64:
-        return "int64";
-      default:
-        return "unknown";
-      }
-    }
-  }
-
-  py::array_t<float> read(long long numSamples) {
-    if (numSamples == 0)
-      throw std::domain_error(
-          "ReadableAudioFile will not read an entire file at once, due to the "
-          "possibility that a file may be larger than available memory. Please "
-          "pass a number of frames to read (available from the 'frames' "
-          "attribute).");
-
-    const juce::ScopedLock scopedLock(objectLock);
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    // Allocate a buffer to return of up to numSamples:
-    int numChannels = reader->numChannels;
-    numSamples =
-        std::min(numSamples, reader->lengthInSamples - currentPosition);
-    py::array_t<float> buffer =
-        py::array_t<float>({(int)numChannels, (int)numSamples});
-
-    py::buffer_info outputInfo = buffer.request();
-
-    {
-      py::gil_scoped_release release;
-
-      // If the file being read does not have enough content, it _should_ pad
-      // the rest of the array with zeroes. Unfortunately, this does not seem to
-      // be true in practice, so we pre-zero the array to be returned here:
-      std::memset((void *)outputInfo.ptr, 0,
-                  numChannels * numSamples * sizeof(float));
-
-      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
-      for (int c = 0; c < numChannels; c++) {
-        channelPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
-      }
-
-      if (reader->usesFloatingPointData || reader->bitsPerSample == 32) {
-        if (!reader->read(channelPointers, numChannels, currentPosition,
-                          numSamples)) {
-          throw std::runtime_error("Failed to read from file.");
-        }
-      } else {
-        // If the audio is stored in an integral format, read it as integers
-        // and do the floating-point conversion ourselves to work around
-        // floating-point imprecision in JUCE when reading formats smaller than
-        // 32-bit (i.e.: 16-bit audio is off by about 0.003%)
-
-        if (!reader->readSamples((int **)channelPointers, numChannels, 0,
-                                 currentPosition, numSamples)) {
-          throw std::runtime_error("Failed to read from file.");
-        }
-
-        // When converting 24-bit, 16-bit, or 8-bit data from int to float,
-        // the values provided by the above read() call are shifted left
-        // (such that the least significant bits are all zero)
-        // JUCE will then divide these values by 0x7FFFFFFF, even though
-        // the least significant bits are zero, effectively losing precision.
-        // Instead, here we set the scale factor appropriately.
-        int maxValueAsInt;
-        switch (reader->bitsPerSample) {
-        case 24:
-          maxValueAsInt = 0x7FFFFF00;
-          break;
-        case 16:
-          maxValueAsInt = 0x7FFF0000;
-          break;
-        case 8:
-          maxValueAsInt = 0x7F000000;
-          break;
-        default:
-          throw std::runtime_error("Not sure how to convert data from " +
-                                   std::to_string(reader->bitsPerSample) +
-                                   " bits per sample to floating point!");
-        }
-        float scaleFactor = 1.0f / static_cast<float>(maxValueAsInt);
-
-        for (int c = 0; c < numChannels; c++) {
-          juce::FloatVectorOperations::convertFixedToFloat(
-              channelPointers[c], (const int *)channelPointers[c], scaleFactor,
-              numSamples);
-        }
-      }
-    }
-
-    currentPosition += numSamples;
-    return buffer;
-  }
-
-  py::handle readRaw(long long numSamples) {
-    if (numSamples == 0)
-      throw std::domain_error(
-          "ReadableAudioFile will not read an entire file at once, due to the "
-          "possibility that a file may be larger than available memory. Please "
-          "pass a number of frames to read (available from the 'frames' "
-          "attribute).");
-
-    const juce::ScopedLock scopedLock(objectLock);
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    if (reader->usesFloatingPointData) {
-      return read(numSamples).release();
-    } else {
-      switch (reader->bitsPerSample) {
-      case 32:
-        return readInteger<int>(numSamples).release();
-      case 16:
-        return readInteger<short>(numSamples).release();
-      case 8:
-        return readInteger<char>(numSamples).release();
-      default:
-        throw std::runtime_error("Not sure how to read " +
-                                 std::to_string(reader->bitsPerSample) +
-                                 "-bit audio data!");
-      }
-    }
-  }
-
-  template <typename SampleType>
-  py::array_t<SampleType> readInteger(long long numSamples) {
-    if (reader->usesFloatingPointData) {
-      throw std::runtime_error(
-          "Can't call readInteger with a floating point file!");
-    }
-
-    // Allocate a buffer to return of up to numSamples:
-    int numChannels = reader->numChannels;
-    numSamples =
-        std::min(numSamples, reader->lengthInSamples - currentPosition);
-    py::array_t<SampleType> buffer =
-        py::array_t<SampleType>({(int)numChannels, (int)numSamples});
-
-    py::buffer_info outputInfo = buffer.request();
-
-    {
-      py::gil_scoped_release release;
-      if (reader->bitsPerSample > 16) {
-        if (sizeof(SampleType) < 4) {
-          throw std::runtime_error("Output array not wide enough to store " +
-                                   std::to_string(reader->bitsPerSample) +
-                                   "-bit integer data.");
-        }
-
-        std::memset((void *)outputInfo.ptr, 0,
-                    numChannels * numSamples * sizeof(SampleType));
-
-        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
-        for (int c = 0; c < numChannels; c++) {
-          channelPointers[c] = ((int *)outputInfo.ptr) + (numSamples * c);
-        }
-
-        if (!reader->readSamples(channelPointers, numChannels, 0,
-                                 currentPosition, numSamples)) {
-          throw std::runtime_error("Failed to read from file.");
-        }
-      } else {
-        // Read the file in smaller chunks, converting from int32 to the
-        // appropriate output format as we go:
-        std::vector<std::vector<int>> intBuffers;
-        intBuffers.resize(numChannels);
-
-        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
-        for (long long startSample = 0; startSample < numSamples;
-             startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
-          int samplesToRead =
-              std::min(numSamples - startSample,
-                       (long long)DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
-
-          for (int c = 0; c < numChannels; c++) {
-            intBuffers[c].resize(samplesToRead);
-            channelPointers[c] = intBuffers[c].data();
-          }
-
-          if (!reader->readSamples(channelPointers, numChannels, 0,
-                                   currentPosition + startSample,
-                                   samplesToRead)) {
-            throw std::runtime_error("Failed to read from file.");
-          }
-
-          // Convert the data in intBuffers to the output format:
-          char shift = 32 - reader->bitsPerSample;
-          for (int c = 0; c < numChannels; c++) {
-            SampleType *outputChannelPointer =
-                (((SampleType *)outputInfo.ptr) + (c * numSamples));
-            for (int i = 0; i < samplesToRead; i++) {
-              outputChannelPointer[startSample + i] = intBuffers[c][i] >> shift;
-            }
-          }
-        }
-      }
-    }
-
-    currentPosition += numSamples;
-    return buffer;
-  }
-
-  void seek(long long targetPosition) {
-    const juce::ScopedLock scopedLock(objectLock);
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    if (targetPosition > reader->lengthInSamples)
-      throw std::domain_error("Cannot seek beyond end of file (" +
-                              std::to_string(reader->lengthInSamples) +
-                              " frames).");
-    if (targetPosition < 0)
-      throw std::domain_error("Cannot seek before start of file.");
-    currentPosition = targetPosition;
-  }
-
-  long long tell() const {
-    const juce::ScopedLock scopedLock(objectLock);
-    if (!reader)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return currentPosition;
-  }
-
-  void close() {
-    const juce::ScopedLock scopedLock(objectLock);
-    reader.reset();
-  }
-
-  bool isClosed() const {
-    const juce::ScopedLock scopedLock(objectLock);
-    return !reader;
-  }
-
-  bool isSeekable() const {
-    const juce::ScopedLock scopedLock(objectLock);
-
-    // At the moment, ReadableAudioFile instances are always seekable, as
-    // they're backed by files.
-    return !isClosed();
-  }
-
-  std::string getFilename() const { return filename; }
-
-  std::shared_ptr<ReadableAudioFile> enter() { return shared_from_this(); }
-
-  void exit(const py::object &type, const py::object &value,
-            const py::object &traceback) {
-    close();
-  }
-
-private:
-  juce::AudioFormatManager formatManager;
-  std::string filename;
-  std::unique_ptr<juce::AudioFormatReader> reader;
-  juce::CriticalSection objectLock;
-
-  int currentPosition = 0;
-};
-
-bool isInteger(double value) {
-  double intpart;
-  return modf(value, &intpart) == 0.0;
-}
-
-int determineQualityOptionIndex(juce::AudioFormat *format,
-                                const std::string inputString) {
-  // Detect the quality level to use based on the string passed in:
-  juce::StringArray possibleQualityOptions = format->getQualityOptions();
-  int qualityOptionIndex = -1;
-
-  std::string qualityString = juce::String(inputString).trim().toStdString();
-
-  if (!qualityString.empty()) {
-    if (!possibleQualityOptions.size()) {
-      throw std::domain_error("Unable to parse provided quality value (" +
-                              qualityString + "). " +
-                              format->getFormatName().toStdString() +
-                              "s do not accept quality settings.");
-    }
-
-    // Try to match the string against the available options. An exact match
-    // is preferred (ignoring case):
-    if (qualityOptionIndex == -1 &&
-        possibleQualityOptions.contains(qualityString, true)) {
-      qualityOptionIndex = possibleQualityOptions.indexOf(qualityString, true);
-    }
-
-    // And if no exact match was found, try casting to an integer:
-    if (qualityOptionIndex == -1) {
-      int numLeadingDigits = 0;
-      for (int i = 0; i < qualityString.size(); i++) {
-        if (juce::CharacterFunctions::isDigit(qualityString[i])) {
-          numLeadingDigits++;
-        }
-      }
-
-      if (numLeadingDigits) {
-        std::string leadingIntValue = qualityString.substr(0, numLeadingDigits);
-
-        // Check to see if any of the valid options start with this option,
-        // but make sure we don't select only the prefix of a number
-        // (i.e.: if someone gives us "32", don't select "320 kbps")
-        for (int i = 0; i < possibleQualityOptions.size(); i++) {
-          const juce::String &option = possibleQualityOptions[i];
-          if (option.startsWith(leadingIntValue) &&
-              option.length() > leadingIntValue.size() &&
-              !juce::CharacterFunctions::isDigit(
-                  option[leadingIntValue.size()])) {
-            qualityOptionIndex = i;
-            break;
-          }
-        }
-      } else {
-        // If our search string doesn't start with leading digits,
-        // check for a substring:
-        for (int i = 0; i < possibleQualityOptions.size(); i++) {
-          if (possibleQualityOptions[i].containsIgnoreCase(qualityString)) {
-            qualityOptionIndex = i;
-            break;
-          }
-        }
-      }
-    }
-
-    // If we get here, we received a string we were unable to parse,
-    // so the user should probably know about it:
-    if (qualityOptionIndex == -1) {
-      throw std::domain_error(
-          "Unable to parse provided quality value (" + qualityString +
-          "). Valid values for " + format->getFormatName().toStdString() +
-          "s are: " +
-          possibleQualityOptions.joinIntoString(", ").toStdString());
-    }
-  }
-
-  if (qualityOptionIndex == -1) {
-    if (possibleQualityOptions.size()) {
-      // Choose the best quality by default if possible:
-      qualityOptionIndex = possibleQualityOptions.size() - 1;
-    } else {
-      qualityOptionIndex = 0;
-    }
-  }
-
-  return qualityOptionIndex;
-}
-
-/**
- * A tiny RAII wrapper around juce::FileOutputStream that
- * deletes the file on destruction if it was not written to.
- */
-class AutoDeleteFileOutputStream : public juce::FileOutputStream {
-public:
-  AutoDeleteFileOutputStream(const juce::File &fileToWriteTo,
-                             size_t bufferSizeToUse = 16384,
-                             bool deleteFileOnDestruction = true)
-      : juce::FileOutputStream(fileToWriteTo, bufferSizeToUse),
-        deleteFileOnDestruction(deleteFileOnDestruction) {}
-
-  static std::unique_ptr<AutoDeleteFileOutputStream>
-  createOutputStream(const juce::File &fileToWriteTo,
-                     size_t bufferSizeToUse = 16384) {
-    return std::make_unique<AutoDeleteFileOutputStream>(
-        fileToWriteTo, bufferSizeToUse, !fileToWriteTo.existsAsFile());
-  };
-
-  juce::Result truncate() {
-    deleteFileOnDestruction = false;
-    return juce::FileOutputStream::truncate();
-  }
-
-  virtual bool setPosition(juce::int64 pos) override {
-    deleteFileOnDestruction = false;
-    return juce::FileOutputStream::setPosition(pos);
-  }
-
-  virtual bool write(const void *bytes, size_t len) override {
-    if (!hasWrittenToFile) {
-      setPosition(0);
-      truncate();
-      hasWrittenToFile = true;
-    }
-
-    deleteFileOnDestruction = false;
-    return juce::FileOutputStream::write(bytes, len);
-  }
-
-  virtual bool writeRepeatedByte(juce::uint8 byte,
-                                 size_t numTimesToRepeat) override {
-    if (!hasWrittenToFile) {
-      setPosition(0);
-      truncate();
-      hasWrittenToFile = true;
-    }
-
-    deleteFileOnDestruction = false;
-    return juce::FileOutputStream::writeRepeatedByte(byte, numTimesToRepeat);
-  }
-
-  ~AutoDeleteFileOutputStream() override {
-    if (deleteFileOnDestruction) {
-      getFile().deleteFile();
-    }
-  }
-
-private:
-  bool deleteFileOnDestruction = false;
-  bool hasWrittenToFile = false;
-};
-
-class WriteableAudioFile
-    : public AudioFile,
-      public std::enable_shared_from_this<WriteableAudioFile> {
-public:
-  WriteableAudioFile(
-      std::string filename, double writeSampleRate, int numChannels = 1,
-      int bitDepth = 16,
-      std::optional<std::variant<std::string, float>> qualityInput = {})
-      : filename(filename) {
-    pybind11::gil_scoped_release release;
-
-    if (!isInteger(writeSampleRate)) {
-      throw std::domain_error(
-          "Opening an audio file for writing requires an integer sample rate.");
-    }
-
-    if (writeSampleRate == 0) {
-      throw std::domain_error(
-          "Opening an audio file for writing requires a non-zero sample rate.");
-    }
-
-    if (numChannels == 0) {
-      throw py::type_error("Opening an audio file for writing requires a "
-                           "non-zero num_channels.");
-    }
-
-    formatManager.registerBasicFormats();
-    juce::File file(filename);
-
-    std::unique_ptr<AutoDeleteFileOutputStream> outputStream =
-        AutoDeleteFileOutputStream::createOutputStream(file);
-    if (!outputStream->openedOk()) {
-      throw std::domain_error("Unable to open audio file for writing: " +
-                              filename);
-    }
-
-    juce::AudioFormat *format =
-        formatManager.findFormatForFileExtension(file.getFileExtension());
-
-    if (!format) {
-      if (file.getFileExtension().isEmpty()) {
-        throw std::domain_error("No file extension provided - cannot detect "
-                                "audio format to write with for file path: " +
-                                filename);
-      }
-
-      throw std::domain_error(
-          "Unable to detect audio format for file extension: " +
-          file.getFileExtension().toStdString());
-    }
-
-    // Normalize the input to a string here, as we need to do parsing anyways:
-    std::string qualityString;
-    if (qualityInput) {
-      if (auto *q = std::get_if<std::string>(&qualityInput.value())) {
-        qualityString = *q;
-      } else if (auto *q = std::get_if<float>(&qualityInput.value())) {
-        if (isInteger(*q)) {
-          qualityString = std::to_string((int)*q);
-        } else {
-          qualityString = std::to_string(*q);
-        }
-      } else {
-        throw std::runtime_error("Unknown quality type!");
-      }
-    }
-
-    int qualityOptionIndex = determineQualityOptionIndex(format, qualityString);
-    if (format->getQualityOptions().size() > qualityOptionIndex) {
-      quality = format->getQualityOptions()[qualityOptionIndex].toStdString();
-    }
-
-    juce::StringPairArray emptyMetadata;
-    writer.reset(format->createWriterFor(outputStream.get(), writeSampleRate,
-                                         numChannels, bitDepth, emptyMetadata,
-                                         qualityOptionIndex));
-    if (!writer) {
-      // Check common errors first:
-      juce::Array<int> possibleSampleRates = format->getPossibleSampleRates();
-
-      if (possibleSampleRates.isEmpty()) {
-        throw std::domain_error(
-            file.getFileExtension().toStdString() +
-            " audio files are not writable with Pedalboard.");
-      }
-
-      if (!possibleSampleRates.contains((int)writeSampleRate)) {
-        std::ostringstream sampleRateString;
-        for (int i = 0; i < possibleSampleRates.size(); i++) {
-          sampleRateString << possibleSampleRates[i];
-          if (i < possibleSampleRates.size() - 1)
-            sampleRateString << ", ";
-        }
-        throw std::domain_error(
-            format->getFormatName().toStdString() +
-            " audio files do not support the provided sample rate of " +
-            std::to_string(writeSampleRate) +
-            "Hz. Supported sample rates: " + sampleRateString.str());
-      }
-
-      juce::Array<int> possibleBitDepths = format->getPossibleBitDepths();
-
-      if (possibleBitDepths.isEmpty()) {
-        throw std::domain_error(
-            file.getFileExtension().toStdString() +
-            " audio files are not writable with Pedalboard.");
-      }
-
-      if (!possibleBitDepths.contains((int)bitDepth)) {
-        std::ostringstream bitDepthString;
-        for (int i = 0; i < possibleBitDepths.size(); i++) {
-          bitDepthString << possibleBitDepths[i];
-          if (i < possibleBitDepths.size() - 1)
-            bitDepthString << ", ";
-        }
-        throw std::domain_error(
-            format->getFormatName().toStdString() +
-            " audio files do not support the provided bit depth of " +
-            std::to_string(bitDepth) +
-            " bits. Supported bit depths: " + bitDepthString.str());
-      }
-
-      std::string humanReadableQuality;
-      if (qualityString.empty()) {
-        humanReadableQuality = "None";
-      } else {
-        humanReadableQuality = qualityString;
-      }
-
-      throw std::domain_error(
-          "Unable to create audio file writer with samplerate=" +
-          std::to_string(writeSampleRate) +
-          ", num_channels=" + std::to_string(numChannels) + ", bit_depth=" +
-          std::to_string(bitDepth) + ", and quality=" + humanReadableQuality);
-    } else {
-      outputStream.release();
-    }
-  }
-
-  template <typename SampleType>
-  void write(py::array_t<SampleType, py::array::c_style> inputArray) {
-    const juce::ScopedLock scopedLock(objectLock);
-
-    if (!writer)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    py::buffer_info inputInfo = inputArray.request();
-
-    unsigned int numChannels = 0;
-    unsigned int numSamples = 0;
-    ChannelLayout inputChannelLayout = detectChannelLayout(inputArray);
-
-    // Release the GIL when we do the writing, after we
-    // already have a reference to the input array:
-    pybind11::gil_scoped_release release;
-
-    if (inputInfo.ndim == 1) {
-      numSamples = inputInfo.shape[0];
-      numChannels = 1;
-    } else if (inputInfo.ndim == 2) {
-      // Try to auto-detect the channel layout from the shape
-      if (inputInfo.shape[0] == getNumChannels() &&
-          inputInfo.shape[1] == getNumChannels()) {
-        throw std::runtime_error(
-            "Unable to determine shape of audio input! Both dimensions have "
-            "the same shape. Expected " +
-            std::to_string(getNumChannels()) +
-            "-channel audio, with one dimension larger than the other.");
-      } else if (inputInfo.shape[1] == getNumChannels()) {
-        numSamples = inputInfo.shape[0];
-        numChannels = inputInfo.shape[1];
-      } else if (inputInfo.shape[0] == getNumChannels()) {
-        numSamples = inputInfo.shape[1];
-        numChannels = inputInfo.shape[0];
-      } else {
-        throw std::runtime_error(
-            "Unable to determine shape of audio input! Expected " +
-            std::to_string(getNumChannels()) + "-channel audio.");
-      }
-    } else {
-      throw std::runtime_error(
-          "Number of input dimensions must be 1 or 2 (got " +
-          std::to_string(inputInfo.ndim) + ").");
-    }
-
-    if (numChannels == 0) {
-      // No work to do.
-      return;
-    } else if (numChannels != getNumChannels()) {
-      throw std::runtime_error(
-          "WritableAudioFile was opened with num_channels=" +
-          std::to_string(getNumChannels()) +
-          ", but was passed an array containing " +
-          std::to_string(numChannels) + "-channel audio!");
-    }
-
-    // Depending on the input channel layout, we need to copy data
-    // differently. This loop is duplicated here to move the if statement
-    // outside of the tight loop, as we don't need to re-check that the input
-    // channel is still the same on every iteration of the loop.
-    switch (inputChannelLayout) {
-    case ChannelLayout::Interleaved: {
-      std::vector<std::vector<SampleType>> deinterleaveBuffers;
-
-      // Use a temporary buffer to chunk the audio input
-      // and pass it into the writer, chunk by chunk, rather
-      // than de-interleaving the entire buffer at once:
-      deinterleaveBuffers.resize(numChannels);
-
-      const SampleType **channelPointers =
-          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
-      for (int startSample = 0; startSample < numSamples;
-           startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
-        int samplesToWrite = std::min(numSamples - startSample,
-                                      DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
-
-        for (int c = 0; c < numChannels; c++) {
-          deinterleaveBuffers[c].resize(samplesToWrite);
-          channelPointers[c] = deinterleaveBuffers[c].data();
-
-          // We're de-interleaving the data here, so we can't use copyFrom.
-          for (unsigned int i = 0; i < samplesToWrite; i++) {
-            deinterleaveBuffers[c][i] =
-                ((SampleType
-                      *)(inputInfo.ptr))[((i + startSample) * numChannels) + c];
-          }
-        }
-
-        if (!write(channelPointers, numChannels, samplesToWrite)) {
-          throw std::runtime_error("Unable to write data to audio file.");
-        }
-      }
-
-      break;
-    }
-    case ChannelLayout::NotInterleaved: {
-      // We can just pass all the data to write:
-      const SampleType **channelPointers =
-          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
-      for (int c = 0; c < numChannels; c++) {
-        channelPointers[c] = ((SampleType *)inputInfo.ptr) + (numSamples * c);
-      }
-      if (!write(channelPointers, numChannels, numSamples)) {
-        throw std::runtime_error("Unable to write data to audio file.");
-      }
-      break;
-    }
-    default:
-      throw std::runtime_error(
-          "Internal error: got unexpected channel layout.");
-    }
-
-    framesWritten += numSamples;
-  }
-
-  template <typename TargetType, typename InputType,
-            unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
-  bool writeConvertingTo(const InputType **channels, int numChannels,
-                         unsigned int numSamples) {
-    std::vector<std::vector<TargetType>> targetTypeBuffers;
-    targetTypeBuffers.resize(numChannels);
-
-    const TargetType **channelPointers =
-        (const TargetType **)alloca(numChannels * sizeof(TargetType *));
-    for (unsigned int startSample = 0; startSample < numSamples;
-         startSample += bufferSize) {
-      int samplesToWrite = std::min(numSamples - startSample, bufferSize);
-
-      for (int c = 0; c < numChannels; c++) {
-        targetTypeBuffers[c].resize(samplesToWrite);
-        channelPointers[c] = targetTypeBuffers[c].data();
-
-        if constexpr (std::is_integral<InputType>::value) {
-          if constexpr (std::is_integral<TargetType>::value) {
-            for (unsigned int i = 0; i < samplesToWrite; i++) {
-              // Left-align the samples to use all 32 bits, as JUCE requires:
-              targetTypeBuffers[c][i] =
-                  ((int)channels[c][startSample + i])
-                  << (std::numeric_limits<int>::digits -
-                      std::numeric_limits<InputType>::digits);
-            }
-          } else if constexpr (std::is_same<TargetType, float>::value) {
-            constexpr auto scaleFactor =
-                1.0f / static_cast<float>(std::numeric_limits<int>::max());
-            juce::FloatVectorOperations::convertFixedToFloat(
-                targetTypeBuffers[c].data(), channels[c] + startSample,
-                scaleFactor, samplesToWrite);
-          } else {
-            // We should never get here - this would only be true
-            // if converting to double, which no formats require:
-            static_assert(std::is_integral<InputType>::value &&
-                              std::is_same<TargetType, double>::value,
-                          "Can't convert to double");
-          }
-        } else {
-          if constexpr (std::is_integral<TargetType>::value) {
-            // We should never get here - this would only be true
-            // if converting float to int, which JUCE handles for us:
-            static_assert(std::is_integral<TargetType>::value &&
-                              !std::is_integral<InputType>::value,
-                          "Can't convert float to int");
-          } else {
-            // Converting double to float:
-            for (unsigned int i = 0; i < samplesToWrite; i++) {
-              targetTypeBuffers[c][i] = channels[c][startSample + i];
-            }
-          }
-        }
-      }
-
-      if (!write(channelPointers, numChannels, samplesToWrite)) {
-        return false;
-      }
-    }
-
-    return true;
-  }
-
-  template <typename SampleType>
-  bool write(const SampleType **channels, int numChannels,
-             unsigned int numSamples) {
-    if constexpr (std::is_integral<SampleType>::value) {
-      if constexpr (std::is_same<SampleType, int>::value) {
-        if (writer->isFloatingPoint()) {
-          return writeConvertingTo<float>(channels, numChannels, numSamples);
-        } else {
-          return writer->write(channels, numSamples);
-        }
-      } else {
-        return writeConvertingTo<int>(channels, numChannels, numSamples);
-      }
-    } else if constexpr (std::is_same<SampleType, float>::value) {
-      if (writer->isFloatingPoint()) {
-        // Just pass the floating point data into the writer as if it were
-        // integer data. If the writer requires floating-point input data, this
-        // works (and is documented!)
-        return writer->write((const int **)channels, numSamples);
-      } else {
-        // Convert floating-point to fixed point, but let JUCE do that for us:
-        return writer->writeFromFloatArrays(channels, numChannels, numSamples);
-      }
-    } else {
-      // We must have double-format data:
-      return writeConvertingTo<float>(channels, numChannels, numSamples);
-    }
-  }
-
-  void flush() {
-    if (!writer)
-      throw std::runtime_error("I/O operation on a closed file.");
-    const juce::ScopedLock scopedLock(objectLock);
-    pybind11::gil_scoped_release release;
-
-    if (!writer->flush()) {
-      throw std::runtime_error(
-          "Unable to flush audio file; is the underlying file seekable?");
-    }
-  }
-
-  void close() {
-    if (!writer)
-      throw std::runtime_error("Cannot close closed file.");
-    const juce::ScopedLock scopedLock(objectLock);
-    writer.reset();
-  }
-
-  bool isClosed() const {
-    const juce::ScopedLock scopedLock(objectLock);
-    return !writer;
-  }
-
-  double getSampleRate() const {
-    if (!writer)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return writer->getSampleRate();
-  }
-
-  std::string getFilename() const { return filename; }
-
-  long getFramesWritten() const { return framesWritten; }
-
-  std::optional<std::string> getQuality() const { return quality; }
-
-  long getNumChannels() const {
-    if (!writer)
-      throw std::runtime_error("I/O operation on a closed file.");
-    return writer->getNumChannels();
-  }
-
-  std::string getFileDatatype() const {
-    if (!writer)
-      throw std::runtime_error("I/O operation on a closed file.");
-
-    if (writer->isFloatingPoint()) {
-      switch (writer->getBitsPerSample()) {
-      case 16: // OGG returns 16-bit int data, but internally stores floats
-      case 32:
-        return "float32";
-      case 64:
-        return "float64";
-      default:
-        return "unknown";
-      }
-    } else {
-      switch (writer->getBitsPerSample()) {
-      case 8:
-        return "int8";
-      case 16:
-        return "int16";
-      case 24:
-        return "int24";
-      case 32:
-        return "int32";
-      case 64:
-        return "int64";
-      default:
-        return "unknown";
-      }
-    }
-  }
-
-  std::shared_ptr<WriteableAudioFile> enter() { return shared_from_this(); }
-
-  void exit(const py::object &type, const py::object &value,
-            const py::object &traceback) {
-    close();
-  }
-
-private:
-  juce::AudioFormatManager formatManager;
-  std::string filename;
-  std::optional<std::string> quality;
-  std::unique_ptr<juce::AudioFormatWriter> writer;
-  juce::CriticalSection objectLock;
-  int framesWritten = 0;
-};
-
-inline void init_audiofile(py::module &m) {
-  py::class_<AudioFile, std::shared_ptr<AudioFile>>(
-      m, "AudioFile", "A base class for readable and writeable audio files.")
-      .def(py::init<>()) // Make this class effectively abstract; we can only
-                         // instantiate subclasses.
-      .def_static(
-          "__new__",
-          [](const py::object *, std::string filename, std::string mode) {
-            if (mode == "r") {
-              return std::make_shared<ReadableAudioFile>(filename);
-            } else if (mode == "w") {
-              throw py::type_error("Opening an audio file for writing requires "
-                                   "samplerate and num_channels arguments.");
-            } else {
-              throw py::type_error("AudioFile instances can only be opened in "
-                                   "read mode (\"r\") and write mode (\"w\").");
-            }
-          },
-          py::arg("cls"), py::arg("filename"), py::arg("mode") = "r")
-      .def_static(
-          "__new__",
-          [](const py::object *, std::string filename, std::string mode,
-             std::optional<double> sampleRate, int numChannels, int bitDepth,
-             std::optional<std::variant<std::string, float>> quality) {
-            if (mode == "r") {
-              throw py::type_error(
-                  "Opening an audio file for reading does not require "
-                  "samplerate, num_channels, bit_depth, or quality arguments - "
-                  "these parameters "
-                  "will be read from the file.");
-            } else if (mode == "w") {
-              if (!sampleRate) {
-                throw py::type_error(
-                    "Opening an audio file for writing requires a samplerate "
-                    "argument to be provided.");
-              }
-
-              return std::make_shared<WriteableAudioFile>(
-                  filename, sampleRate.value(), numChannels, bitDepth, quality);
-            } else {
-              throw py::type_error("AudioFile instances can only be opened in "
-                                   "read mode (\"r\") and write mode (\"w\").");
-            }
-          },
-          py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
-          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
-          py::arg("bit_depth") = 16, py::arg("quality") = py::none());
-
-  py::class_<ReadableAudioFile, AudioFile, std::shared_ptr<ReadableAudioFile>>(
-      m, "ReadableAudioFile",
-      "An audio file reader interface, with native support for Ogg Vorbis, "
-      "MP3, WAV, FLAC, and AIFF files on all operating systems. On some "
-      "platforms, other formats may also be readable. (Use "
-      "pedalboard.io.get_supported_read_formats() to see which formats are "
-      "supported on the current platform.)")
-      .def(py::init([](std::string filename) {
-             return std::make_shared<ReadableAudioFile>(filename);
-           }),
-           py::arg("filename"))
-      .def_static(
-          "__new__",
-          [](const py::object *, std::string filename) {
-            return std::make_shared<ReadableAudioFile>(filename);
-          },
-          py::arg("cls"), py::arg("filename"))
-      .def(
-          "read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
-          "Read the given number of frames (samples in each channel) from this "
-          "audio file at the current position. Audio samples are returned in "
-          "the shape (channels, samples); i.e.: a stereo audio file will have "
-          "shape (2, <length>). Returned data is always in float32 format.")
-      .def(
-          "read_raw", &ReadableAudioFile::readRaw, py::arg("num_frames") = 0,
-          "Read the given number of frames (samples in each channel) from this "
-          "audio file at the current position. Audio samples are returned in "
-          "the shape (channels, samples); i.e.: a stereo audio file will have "
-          "shape (2, <length>). Returned data is in the raw format stored by "
-          "the underlying file (one of int8, int16, int32, or float32).")
-      .def("seekable", &ReadableAudioFile::isSeekable,
-           "Returns True if this file is currently open and calls to seek() "
-           "will work.")
-      .def("seek", &ReadableAudioFile::seek, py::arg("position"),
-           "Seek this file to the provided location in frames.")
-      .def("tell", &ReadableAudioFile::tell,
-           "Fetch the position in this audio file, in frames.")
-      .def("close", &ReadableAudioFile::close,
-           "Close this file, rendering this object unusable.")
-      .def("__enter__", &ReadableAudioFile::enter)
-      .def("__exit__", &ReadableAudioFile::exit)
-      .def("__repr__",
-           [](const ReadableAudioFile &file) {
-             std::ostringstream ss;
-             ss << "<pedalboard.io.ReadableAudioFile";
-             if (!file.getFilename().empty()) {
-               ss << " filename=\"" << file.getFilename() << "\"";
-             }
-             if (file.isClosed()) {
-               ss << " closed";
-             } else {
-               ss << " samplerate=" << file.getSampleRate();
-               ss << " num_channels=" << file.getNumChannels();
-               ss << " frames=" << file.getLengthInSamples();
-               ss << " file_dtype=" << file.getFileDatatype();
-             }
-             ss << " at " << &file;
-             ss << ">";
-             return ss.str();
-           })
-      .def_property_readonly("name", &ReadableAudioFile::getFilename,
-                             "The name of this file.")
-      .def_property_readonly(
-          "closed", &ReadableAudioFile::isClosed,
-          "If this file has been closed, this property will be True.")
-      .def_property_readonly("samplerate", &ReadableAudioFile::getSampleRate,
-                             "The sample rate of this file in samples "
-                             "(per channel) per second (Hz).")
-      .def_property_readonly("channels", &ReadableAudioFile::getNumChannels,
-                             "The number of channels in this file.")
-      .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
-                             "The total number of frames (samples per "
-                             "channel) in this file.")
-      .def_property_readonly(
-          "duration", &ReadableAudioFile::getDuration,
-          "The duration of this file (frames divided by sample rate).")
-      .def_property_readonly(
-          "file_dtype", &ReadableAudioFile::getFileDatatype,
-          "The data type stored natively by this file. Note that read(...) "
-          "will always return a float32 array, regardless of the value of this "
-          "property.");
-
-  py::class_<WriteableAudioFile, AudioFile,
-             std::shared_ptr<WriteableAudioFile>>(
-      m, "WriteableAudioFile",
-      "An audio file writer interface, with native support for Ogg Vorbis, "
-      "MP3, WAV, FLAC, and AIFF files on all operating systems. (Use "
-      "pedalboard.io.get_supported_write_formats() to see which formats are "
-      "supported on the current platform.)")
-      .def(
-          py::init([](std::string filename, double sampleRate, int numChannels,
-                      int bitDepth,
-                      std::optional<std::variant<std::string, float>> quality) {
-            return std::make_shared<WriteableAudioFile>(
-                filename, sampleRate, numChannels, bitDepth, quality);
-          }),
-          py::arg("filename"), py::arg("samplerate"),
-          py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
-          py::arg("quality") = py::none())
-      .def_static(
-          "__new__",
-          [](const py::object *, std::string filename,
-             std::optional<double> sampleRate, int numChannels, int bitDepth,
-             std::optional<std::variant<std::string, float>> quality) {
-            if (!sampleRate) {
-              throw py::type_error(
-                  "Opening an audio file for writing requires a samplerate "
-                  "argument to be provided.");
-            }
-            return std::make_shared<WriteableAudioFile>(
-                filename, sampleRate.value(), numChannels, bitDepth, quality);
-          },
-          py::arg("cls"), py::arg("filename"),
-          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
-          py::arg("bit_depth") = 16, py::arg("quality") = py::none())
-      .def(
-          "write",
-          [](WriteableAudioFile &file, py::array_t<char> samples) {
-            file.write<char>(samples);
-          },
-          py::arg("samples").noconvert(),
-          "Encode an array of int8 (8-bit signed integer) audio data and write "
-          "it to this file. The number of channels in the array must match the "
-          "number of channels used to open the file. The array may contain "
-          "audio in any shape. If the file's bit depth or format does not "
-          "match this data type, the audio will be automatically converted.")
-      .def(
-          "write",
-          [](WriteableAudioFile &file, py::array_t<short> samples) {
-            file.write<short>(samples);
-          },
-          py::arg("samples").noconvert(),
-          "Encode an array of int16 (16-bit signed integer) audio data and "
-          "write it to this file. The number of channels in the array must "
-          "match the number of channels used to open the file. The array may "
-          "contain audio in any shape. If the file's bit depth or format does "
-          "not match this data type, the audio will be automatically "
-          "converted.")
-      .def(
-          "write",
-          [](WriteableAudioFile &file, py::array_t<int> samples) {
-            file.write<int>(samples);
-          },
-          py::arg("samples").noconvert(),
-          "Encode an array of int32 (32-bit signed integer) audio data and "
-          "write it to this file. The number of channels in the array must "
-          "match the number of channels used to open the file. The array may "
-          "contain audio in any shape. If the file's bit depth or format does "
-          "not match this data type, the audio will be automatically "
-          "converted.")
-      .def(
-          "write",
-          [](WriteableAudioFile &file, py::array_t<float> samples) {
-            file.write<float>(samples);
-          },
-          py::arg("samples").noconvert(),
-          "Encode an array of float32 (32-bit floating-point) audio data and "
-          "write it to this file. The number of channels in the array must "
-          "match the number of channels used to open the file. The array may "
-          "contain audio in any shape. If the file's bit depth or format does "
-          "not match this data type, the audio will be automatically "
-          "converted.")
-      .def(
-          "write",
-          [](WriteableAudioFile &file, py::array_t<double> samples) {
-            file.write<double>(samples);
-          },
-          py::arg("samples").noconvert(),
-          "Encode an array of float64 (64-bit floating-point) audio data and "
-          "write it to this file. The number of channels in the array must "
-          "match the number of channels used to open the file. The array may "
-          "contain audio in any shape. No supported formats support float64 "
-          "natively, so the audio will be converted automatically.")
-      .def("flush", &WriteableAudioFile::flush,
-           "Attempt to flush this audio file's contents to disk. Not all "
-           "formats support flushing, so this may throw a RuntimeError. (If "
-           "this happens, closing the file will reliably force a flush to "
-           "occur.)")
-      .def("close", &WriteableAudioFile::close,
-           "Close this file, flushing its contents to disk and rendering this "
-           "object unusable for further writing.")
-      .def("__enter__", &WriteableAudioFile::enter)
-      .def("__exit__", &WriteableAudioFile::exit)
-      .def("__repr__",
-           [](const WriteableAudioFile &file) {
-             std::ostringstream ss;
-             ss << "<pedalboard.io.WriteableAudioFile";
-             if (!file.getFilename().empty()) {
-               ss << " filename=\"" << file.getFilename() << "\"";
-             }
-             if (file.isClosed()) {
-               ss << " closed";
-             } else {
-               ss << " samplerate=" << file.getSampleRate();
-               ss << " num_channels=" << file.getNumChannels();
-               if (file.getQuality()) {
-                 ss << " quality=\"" << file.getQuality().value() << "\"";
-               }
-               ss << " file_dtype=" << file.getFileDatatype();
-             }
-             ss << " at " << &file;
-             ss << ">";
-             return ss.str();
-           })
-      .def_property_readonly(
-          "closed", &WriteableAudioFile::isClosed,
-          "If this file has been closed, this property will be True.")
-      .def_property_readonly("samplerate", &WriteableAudioFile::getSampleRate,
-                             "The sample rate of this file in samples "
-                             "(per channel) per second (Hz).")
-      .def_property_readonly("channels", &WriteableAudioFile::getNumChannels,
-                             "The number of channels in this file.")
-      .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
-                             "The total number of frames (samples per "
-                             "channel) written to this file so far.")
-      .def_property_readonly(
-          "file_dtype", &WriteableAudioFile::getFileDatatype,
-          "The data type stored natively by this file. Note that write(...) "
-          "will accept multiple datatypes, regardless of the value of this "
-          "property.")
-      .def_property_readonly(
-          "quality", &WriteableAudioFile::getQuality,
-          "The quality setting used to write this file. For many "
-          "formats, this may be None.");
-
-  m.def("get_supported_read_formats", []() {
-    juce::AudioFormatManager manager;
-    manager.registerBasicFormats();
-
-    std::vector<std::string> formatNames(manager.getNumKnownFormats());
-    juce::StringArray extensions;
-    for (int i = 0; i < manager.getNumKnownFormats(); i++) {
-      auto *format = manager.getKnownFormat(i);
-      extensions.addArray(format->getFileExtensions());
-    }
-
-    extensions.trim();
-    extensions.removeEmptyStrings();
-    extensions.removeDuplicates(true);
-
-    std::vector<std::string> output;
-    for (juce::String s : extensions) {
-      output.push_back(s.toStdString());
-    }
-
-    std::sort(
-        output.begin(), output.end(),
-        [](const std::string lhs, const std::string rhs) { return lhs < rhs; });
-
-    return output;
-  });
-
-  m.def("get_supported_write_formats", []() {
-    // JUCE doesn't support writing other formats out-of-the-box on all
-    // platforms, and there's no easy way to tell which formats are supported
-    // without attempting to create an AudioFileWriter object - so this list is
-    // hardcoded for now.
-    const std::vector<std::string> formats = {".aiff", ".flac", ".ogg", ".wav"};
-    return formats;
-  });
-}
 } // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/AudioFileInit.h b/pedalboard/io/AudioFileInit.h
new file mode 100644
index 000000000..ce2a58468
--- /dev/null
+++ b/pedalboard/io/AudioFileInit.h
@@ -0,0 +1,89 @@
+/*
+ * pedalboard
+ * Copyright 2022 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+#include <pybind11/numpy.h>
+#include <pybind11/pybind11.h>
+
+#include "../JuceHeader.h"
+#include "AudioFile.h"
+
+#include "ReadableAudioFile.h"
+#include "WriteableAudioFile.h"
+
+namespace py = pybind11;
+
+namespace Pedalboard {
+
+inline void init_audio_file(py::module &m) {
+  /**
+   * Important note: any changes made to the function signatures here should
+   * also be made to the constructor signatures of ReadableAudioFile and
+   * WriteableAudioFile to keep a consistent interface!
+   */
+  py::class_<AudioFile, std::shared_ptr<AudioFile>>(
+      m, "AudioFile", "A base class for readable and writeable audio files.")
+      .def(py::init<>()) // Make this class effectively abstract; we can only
+                         // instantiate subclasses.
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename, std::string mode) {
+            if (mode == "r") {
+              return std::make_shared<ReadableAudioFile>(filename);
+            } else if (mode == "w") {
+              throw py::type_error("Opening an audio file for writing requires "
+                                   "samplerate and num_channels arguments.");
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") and write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("filename"), py::arg("mode") = "r")
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename, std::string mode,
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::variant<std::string, float>> quality) {
+            if (mode == "r") {
+              throw py::type_error(
+                  "Opening an audio file for reading does not require "
+                  "samplerate, num_channels, bit_depth, or quality arguments - "
+                  "these parameters "
+                  "will be read from the file.");
+            } else if (mode == "w") {
+              if (!sampleRate) {
+                throw py::type_error(
+                    "Opening an audio file for writing requires a samplerate "
+                    "argument to be provided.");
+              }
+
+              return std::make_shared<WriteableAudioFile>(
+                  filename, sampleRate.value(), numChannels, bitDepth, quality);
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") and write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none());
+}
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
new file mode 100644
index 000000000..208f71869
--- /dev/null
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -0,0 +1,495 @@
+/*
+ * pedalboard
+ * Copyright 2022 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+#include <pybind11/numpy.h>
+#include <pybind11/pybind11.h>
+
+#include "../BufferUtils.h"
+#include "../JuceHeader.h"
+#include "AudioFile.h"
+
+namespace py = pybind11;
+
+namespace Pedalboard {
+
+class ReadableAudioFile
+    : public AudioFile,
+      public std::enable_shared_from_this<ReadableAudioFile> {
+public:
+  ReadableAudioFile(std::string filename) : filename(filename) {
+    formatManager.registerBasicFormats();
+    juce::File file(filename);
+
+    if (!file.existsAsFile()) {
+      throw std::domain_error(
+          "Failed to open audio file: file does not exist: " + filename);
+    }
+
+    // createReaderFor(juce::File) is fast, as it only looks at file extension:
+    reader.reset(formatManager.createReaderFor(file));
+    if (!reader) {
+      // This is slower but more thorough:
+      reader.reset(formatManager.createReaderFor(file.createInputStream()));
+
+      // Known bug: the juce::MP3Reader class will parse formats that are not
+      // MP3 and pretend like they are, producing garbage output. For now, if we
+      // parse MP3 from an input stream that's not explicitly got ".mp3" on the
+      // end, ignore it.
+      if (reader && reader->getFormatName() == "MP3 file") {
+        throw std::domain_error(
+            "Failed to open audio file: file \"" + filename +
+            "\" does not seem to be of a known or supported format. (If trying "
+            "to open an MP3 file, ensure the filename ends with '.mp3'.)");
+      }
+    }
+
+    if (!reader)
+      throw std::domain_error(
+          "Failed to open audio file: file \"" + filename +
+          "\" does not seem to be of a known or supported format.");
+  }
+
+  double getSampleRate() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return reader->sampleRate;
+  }
+
+  long getLengthInSamples() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return reader->lengthInSamples;
+  }
+
+  double getDuration() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return reader->lengthInSamples / reader->sampleRate;
+  }
+
+  long getNumChannels() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return reader->numChannels;
+  }
+
+  std::string getFileFormat() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    return reader->getFormatName().toStdString();
+  }
+
+  std::string getFileDatatype() const {
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (reader->usesFloatingPointData) {
+      switch (reader->bitsPerSample) {
+      case 16: // OGG returns 16-bit int data, but internally stores floats
+      case 32:
+        return "float32";
+      case 64:
+        return "float64";
+      default:
+        return "unknown";
+      }
+    } else {
+      switch (reader->bitsPerSample) {
+      case 8:
+        return "int8";
+      case 16:
+        return "int16";
+      case 24:
+        return "int24";
+      case 32:
+        return "int32";
+      case 64:
+        return "int64";
+      default:
+        return "unknown";
+      }
+    }
+  }
+
+  py::array_t<float> read(long long numSamples) {
+    if (numSamples == 0)
+      throw std::domain_error(
+          "ReadableAudioFile will not read an entire file at once, due to the "
+          "possibility that a file may be larger than available memory. Please "
+          "pass a number of frames to read (available from the 'frames' "
+          "attribute).");
+
+    const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    // Allocate a buffer to return of up to numSamples:
+    int numChannels = reader->numChannels;
+    numSamples =
+        std::min(numSamples, reader->lengthInSamples - currentPosition);
+    py::array_t<float> buffer =
+        py::array_t<float>({(int)numChannels, (int)numSamples});
+
+    py::buffer_info outputInfo = buffer.request();
+
+    {
+      py::gil_scoped_release release;
+
+      // If the file being read does not have enough content, it _should_ pad
+      // the rest of the array with zeroes. Unfortunately, this does not seem to
+      // be true in practice, so we pre-zero the array to be returned here:
+      std::memset((void *)outputInfo.ptr, 0,
+                  numChannels * numSamples * sizeof(float));
+
+      float **channelPointers = (float **)alloca(numChannels * sizeof(float *));
+      for (int c = 0; c < numChannels; c++) {
+        channelPointers[c] = ((float *)outputInfo.ptr) + (numSamples * c);
+      }
+
+      if (reader->usesFloatingPointData || reader->bitsPerSample == 32) {
+        if (!reader->read(channelPointers, numChannels, currentPosition,
+                          numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+      } else {
+        // If the audio is stored in an integral format, read it as integers
+        // and do the floating-point conversion ourselves to work around
+        // floating-point imprecision in JUCE when reading formats smaller than
+        // 32-bit (i.e.: 16-bit audio is off by about 0.003%)
+
+        if (!reader->readSamples((int **)channelPointers, numChannels, 0,
+                                 currentPosition, numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+
+        // When converting 24-bit, 16-bit, or 8-bit data from int to float,
+        // the values provided by the above read() call are shifted left
+        // (such that the least significant bits are all zero)
+        // JUCE will then divide these values by 0x7FFFFFFF, even though
+        // the least significant bits are zero, effectively losing precision.
+        // Instead, here we set the scale factor appropriately.
+        int maxValueAsInt;
+        switch (reader->bitsPerSample) {
+        case 24:
+          maxValueAsInt = 0x7FFFFF00;
+          break;
+        case 16:
+          maxValueAsInt = 0x7FFF0000;
+          break;
+        case 8:
+          maxValueAsInt = 0x7F000000;
+          break;
+        default:
+          throw std::runtime_error("Not sure how to convert data from " +
+                                   std::to_string(reader->bitsPerSample) +
+                                   " bits per sample to floating point!");
+        }
+        float scaleFactor = 1.0f / static_cast<float>(maxValueAsInt);
+
+        for (int c = 0; c < numChannels; c++) {
+          juce::FloatVectorOperations::convertFixedToFloat(
+              channelPointers[c], (const int *)channelPointers[c], scaleFactor,
+              numSamples);
+        }
+      }
+    }
+
+    currentPosition += numSamples;
+    return buffer;
+  }
+
+  py::handle readRaw(long long numSamples) {
+    if (numSamples == 0)
+      throw std::domain_error(
+          "ReadableAudioFile will not read an entire file at once, due to the "
+          "possibility that a file may be larger than available memory. Please "
+          "pass a number of frames to read (available from the 'frames' "
+          "attribute).");
+
+    const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (reader->usesFloatingPointData) {
+      return read(numSamples).release();
+    } else {
+      switch (reader->bitsPerSample) {
+      case 32:
+        return readInteger<int>(numSamples).release();
+      case 16:
+        return readInteger<short>(numSamples).release();
+      case 8:
+        return readInteger<char>(numSamples).release();
+      default:
+        throw std::runtime_error("Not sure how to read " +
+                                 std::to_string(reader->bitsPerSample) +
+                                 "-bit audio data!");
+      }
+    }
+  }
+
+  template <typename SampleType>
+  py::array_t<SampleType> readInteger(long long numSamples) {
+    if (reader->usesFloatingPointData) {
+      throw std::runtime_error(
+          "Can't call readInteger with a floating point file!");
+    }
+
+    // Allocate a buffer to return of up to numSamples:
+    int numChannels = reader->numChannels;
+    numSamples =
+        std::min(numSamples, reader->lengthInSamples - currentPosition);
+    py::array_t<SampleType> buffer =
+        py::array_t<SampleType>({(int)numChannels, (int)numSamples});
+
+    py::buffer_info outputInfo = buffer.request();
+
+    {
+      py::gil_scoped_release release;
+      if (reader->bitsPerSample > 16) {
+        if (sizeof(SampleType) < 4) {
+          throw std::runtime_error("Output array not wide enough to store " +
+                                   std::to_string(reader->bitsPerSample) +
+                                   "-bit integer data.");
+        }
+
+        std::memset((void *)outputInfo.ptr, 0,
+                    numChannels * numSamples * sizeof(SampleType));
+
+        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
+        for (int c = 0; c < numChannels; c++) {
+          channelPointers[c] = ((int *)outputInfo.ptr) + (numSamples * c);
+        }
+
+        if (!reader->readSamples(channelPointers, numChannels, 0,
+                                 currentPosition, numSamples)) {
+          throw std::runtime_error("Failed to read from file.");
+        }
+      } else {
+        // Read the file in smaller chunks, converting from int32 to the
+        // appropriate output format as we go:
+        std::vector<std::vector<int>> intBuffers;
+        intBuffers.resize(numChannels);
+
+        int **channelPointers = (int **)alloca(numChannels * sizeof(int *));
+        for (long long startSample = 0; startSample < numSamples;
+             startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
+          int samplesToRead =
+              std::min(numSamples - startSample,
+                       (long long)DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
+
+          for (int c = 0; c < numChannels; c++) {
+            intBuffers[c].resize(samplesToRead);
+            channelPointers[c] = intBuffers[c].data();
+          }
+
+          if (!reader->readSamples(channelPointers, numChannels, 0,
+                                   currentPosition + startSample,
+                                   samplesToRead)) {
+            throw std::runtime_error("Failed to read from file.");
+          }
+
+          // Convert the data in intBuffers to the output format:
+          char shift = 32 - reader->bitsPerSample;
+          for (int c = 0; c < numChannels; c++) {
+            SampleType *outputChannelPointer =
+                (((SampleType *)outputInfo.ptr) + (c * numSamples));
+            for (int i = 0; i < samplesToRead; i++) {
+              outputChannelPointer[startSample + i] = intBuffers[c][i] >> shift;
+            }
+          }
+        }
+      }
+    }
+
+    currentPosition += numSamples;
+    return buffer;
+  }
+
+  void seek(long long targetPosition) {
+    const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    if (targetPosition > reader->lengthInSamples)
+      throw std::domain_error("Cannot seek beyond end of file (" +
+                              std::to_string(reader->lengthInSamples) +
+                              " frames).");
+    if (targetPosition < 0)
+      throw std::domain_error("Cannot seek before start of file.");
+    currentPosition = targetPosition;
+  }
+
+  long long tell() const {
+    const juce::ScopedLock scopedLock(objectLock);
+    if (!reader)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return currentPosition;
+  }
+
+  void close() {
+    const juce::ScopedLock scopedLock(objectLock);
+    reader.reset();
+  }
+
+  bool isClosed() const {
+    const juce::ScopedLock scopedLock(objectLock);
+    return !reader;
+  }
+
+  bool isSeekable() const {
+    const juce::ScopedLock scopedLock(objectLock);
+
+    // At the moment, ReadableAudioFile instances are always seekable, as
+    // they're backed by files.
+    return !isClosed();
+  }
+
+  std::string getFilename() const { return filename; }
+
+  std::shared_ptr<ReadableAudioFile> enter() { return shared_from_this(); }
+
+  void exit(const py::object &type, const py::object &value,
+            const py::object &traceback) {
+    close();
+  }
+
+private:
+  juce::AudioFormatManager formatManager;
+  std::string filename;
+  std::unique_ptr<juce::AudioFormatReader> reader;
+  juce::CriticalSection objectLock;
+
+  int currentPosition = 0;
+};
+
+inline void init_readable_audio_file(py::module &m) {
+  py::class_<ReadableAudioFile, AudioFile, std::shared_ptr<ReadableAudioFile>>(
+      m, "ReadableAudioFile",
+      "An audio file reader interface, with native support for Ogg Vorbis, "
+      "MP3, WAV, FLAC, and AIFF files on all operating systems. On some "
+      "platforms, other formats may also be readable. (Use "
+      "pedalboard.io.get_supported_read_formats() to see which formats are "
+      "supported on the current platform.)")
+      .def(py::init([](std::string filename) {
+             return std::make_shared<ReadableAudioFile>(filename);
+           }),
+           py::arg("filename"))
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename) {
+            return std::make_shared<ReadableAudioFile>(filename);
+          },
+          py::arg("cls"), py::arg("filename"))
+      .def(
+          "read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
+          "Read the given number of frames (samples in each channel) from this "
+          "audio file at the current position. Audio samples are returned in "
+          "the shape (channels, samples); i.e.: a stereo audio file will have "
+          "shape (2, <length>). Returned data is always in float32 format.")
+      .def(
+          "read_raw", &ReadableAudioFile::readRaw, py::arg("num_frames") = 0,
+          "Read the given number of frames (samples in each channel) from this "
+          "audio file at the current position. Audio samples are returned in "
+          "the shape (channels, samples); i.e.: a stereo audio file will have "
+          "shape (2, <length>). Returned data is in the raw format stored by "
+          "the underlying file (one of int8, int16, int32, or float32).")
+      .def("seekable", &ReadableAudioFile::isSeekable,
+           "Returns True if this file is currently open and calls to seek() "
+           "will work.")
+      .def("seek", &ReadableAudioFile::seek, py::arg("position"),
+           "Seek this file to the provided location in frames.")
+      .def("tell", &ReadableAudioFile::tell,
+           "Fetch the position in this audio file, in frames.")
+      .def("close", &ReadableAudioFile::close,
+           "Close this file, rendering this object unusable.")
+      .def("__enter__", &ReadableAudioFile::enter)
+      .def("__exit__", &ReadableAudioFile::exit)
+      .def("__repr__",
+           [](const ReadableAudioFile &file) {
+             std::ostringstream ss;
+             ss << "<pedalboard.io.ReadableAudioFile";
+             if (!file.getFilename().empty()) {
+               ss << " filename=\"" << file.getFilename() << "\"";
+             }
+             if (file.isClosed()) {
+               ss << " closed";
+             } else {
+               ss << " samplerate=" << file.getSampleRate();
+               ss << " num_channels=" << file.getNumChannels();
+               ss << " frames=" << file.getLengthInSamples();
+               ss << " file_dtype=" << file.getFileDatatype();
+             }
+             ss << " at " << &file;
+             ss << ">";
+             return ss.str();
+           })
+      .def_property_readonly("name", &ReadableAudioFile::getFilename,
+                             "The name of this file.")
+      .def_property_readonly(
+          "closed", &ReadableAudioFile::isClosed,
+          "If this file has been closed, this property will be True.")
+      .def_property_readonly("samplerate", &ReadableAudioFile::getSampleRate,
+                             "The sample rate of this file in samples "
+                             "(per channel) per second (Hz).")
+      .def_property_readonly("channels", &ReadableAudioFile::getNumChannels,
+                             "The number of channels in this file.")
+      .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
+                             "The total number of frames (samples per "
+                             "channel) in this file.")
+      .def_property_readonly(
+          "duration", &ReadableAudioFile::getDuration,
+          "The duration of this file (frames divided by sample rate).")
+      .def_property_readonly(
+          "file_dtype", &ReadableAudioFile::getFileDatatype,
+          "The data type stored natively by this file. Note that read(...) "
+          "will always return a float32 array, regardless of the value of this "
+          "property.");
+
+  m.def("get_supported_read_formats", []() {
+    juce::AudioFormatManager manager;
+    manager.registerBasicFormats();
+
+    std::vector<std::string> formatNames(manager.getNumKnownFormats());
+    juce::StringArray extensions;
+    for (int i = 0; i < manager.getNumKnownFormats(); i++) {
+      auto *format = manager.getKnownFormat(i);
+      extensions.addArray(format->getFileExtensions());
+    }
+
+    extensions.trim();
+    extensions.removeEmptyStrings();
+    extensions.removeDuplicates(true);
+
+    std::vector<std::string> output;
+    for (juce::String s : extensions) {
+      output.push_back(s.toStdString());
+    }
+
+    std::sort(
+        output.begin(), output.end(),
+        [](const std::string lhs, const std::string rhs) { return lhs < rhs; });
+
+    return output;
+  });
+}
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
new file mode 100644
index 000000000..8f3c21429
--- /dev/null
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -0,0 +1,802 @@
+/*
+ * pedalboard
+ * Copyright 2022 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+#include <pybind11/numpy.h>
+#include <pybind11/pybind11.h>
+
+#include "../BufferUtils.h"
+#include "../JuceHeader.h"
+#include "AudioFile.h"
+
+namespace py = pybind11;
+
+namespace Pedalboard {
+
+bool isInteger(double value) {
+  double intpart;
+  return modf(value, &intpart) == 0.0;
+}
+
+int determineQualityOptionIndex(juce::AudioFormat *format,
+                                const std::string inputString) {
+  // Detect the quality level to use based on the string passed in:
+  juce::StringArray possibleQualityOptions = format->getQualityOptions();
+  int qualityOptionIndex = -1;
+
+  std::string qualityString = juce::String(inputString).trim().toStdString();
+
+  if (!qualityString.empty()) {
+    if (!possibleQualityOptions.size()) {
+      throw std::domain_error("Unable to parse provided quality value (" +
+                              qualityString + "). " +
+                              format->getFormatName().toStdString() +
+                              "s do not accept quality settings.");
+    }
+
+    // Try to match the string against the available options. An exact match
+    // is preferred (ignoring case):
+    if (qualityOptionIndex == -1 &&
+        possibleQualityOptions.contains(qualityString, true)) {
+      qualityOptionIndex = possibleQualityOptions.indexOf(qualityString, true);
+    }
+
+    // And if no exact match was found, try casting to an integer:
+    if (qualityOptionIndex == -1) {
+      int numLeadingDigits = 0;
+      for (int i = 0; i < qualityString.size(); i++) {
+        if (juce::CharacterFunctions::isDigit(qualityString[i])) {
+          numLeadingDigits++;
+        }
+      }
+
+      if (numLeadingDigits) {
+        std::string leadingIntValue = qualityString.substr(0, numLeadingDigits);
+
+        // Check to see if any of the valid options start with this option,
+        // but make sure we don't select only the prefix of a number
+        // (i.e.: if someone gives us "32", don't select "320 kbps")
+        for (int i = 0; i < possibleQualityOptions.size(); i++) {
+          const juce::String &option = possibleQualityOptions[i];
+          if (option.startsWith(leadingIntValue) &&
+              option.length() > leadingIntValue.size() &&
+              !juce::CharacterFunctions::isDigit(
+                  option[leadingIntValue.size()])) {
+            qualityOptionIndex = i;
+            break;
+          }
+        }
+      } else {
+        // If our search string doesn't start with leading digits,
+        // check for a substring:
+        for (int i = 0; i < possibleQualityOptions.size(); i++) {
+          if (possibleQualityOptions[i].containsIgnoreCase(qualityString)) {
+            qualityOptionIndex = i;
+            break;
+          }
+        }
+      }
+    }
+
+    // If we get here, we received a string we were unable to parse,
+    // so the user should probably know about it:
+    if (qualityOptionIndex == -1) {
+      throw std::domain_error(
+          "Unable to parse provided quality value (" + qualityString +
+          "). Valid values for " + format->getFormatName().toStdString() +
+          "s are: " +
+          possibleQualityOptions.joinIntoString(", ").toStdString());
+    }
+  }
+
+  if (qualityOptionIndex == -1) {
+    if (possibleQualityOptions.size()) {
+      // Choose the best quality by default if possible:
+      qualityOptionIndex = possibleQualityOptions.size() - 1;
+    } else {
+      qualityOptionIndex = 0;
+    }
+  }
+
+  return qualityOptionIndex;
+}
+
+/**
+ * A tiny RAII wrapper around juce::FileOutputStream that
+ * deletes the file on destruction if it was not written to.
+ */
+class AutoDeleteFileOutputStream : public juce::FileOutputStream {
+public:
+  AutoDeleteFileOutputStream(const juce::File &fileToWriteTo,
+                             size_t bufferSizeToUse = 16384,
+                             bool deleteFileOnDestruction = true)
+      : juce::FileOutputStream(fileToWriteTo, bufferSizeToUse),
+        deleteFileOnDestruction(deleteFileOnDestruction) {}
+
+  static std::unique_ptr<AutoDeleteFileOutputStream>
+  createOutputStream(const juce::File &fileToWriteTo,
+                     size_t bufferSizeToUse = 16384) {
+    return std::make_unique<AutoDeleteFileOutputStream>(
+        fileToWriteTo, bufferSizeToUse, !fileToWriteTo.existsAsFile());
+  };
+
+  juce::Result truncate() {
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::truncate();
+  }
+
+  virtual bool setPosition(juce::int64 pos) override {
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::setPosition(pos);
+  }
+
+  virtual bool write(const void *bytes, size_t len) override {
+    if (!hasWrittenToFile) {
+      setPosition(0);
+      truncate();
+      hasWrittenToFile = true;
+    }
+
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::write(bytes, len);
+  }
+
+  virtual bool writeRepeatedByte(juce::uint8 byte,
+                                 size_t numTimesToRepeat) override {
+    if (!hasWrittenToFile) {
+      setPosition(0);
+      truncate();
+      hasWrittenToFile = true;
+    }
+
+    deleteFileOnDestruction = false;
+    return juce::FileOutputStream::writeRepeatedByte(byte, numTimesToRepeat);
+  }
+
+  ~AutoDeleteFileOutputStream() override {
+    if (deleteFileOnDestruction) {
+      getFile().deleteFile();
+    }
+  }
+
+private:
+  bool deleteFileOnDestruction = false;
+  bool hasWrittenToFile = false;
+};
+
+class WriteableAudioFile
+    : public AudioFile,
+      public std::enable_shared_from_this<WriteableAudioFile> {
+public:
+  WriteableAudioFile(
+      std::string filename, double writeSampleRate, int numChannels = 1,
+      int bitDepth = 16,
+      std::optional<std::variant<std::string, float>> qualityInput = {})
+      : filename(filename) {
+    pybind11::gil_scoped_release release;
+
+    if (!isInteger(writeSampleRate)) {
+      throw std::domain_error(
+          "Opening an audio file for writing requires an integer sample rate.");
+    }
+
+    if (writeSampleRate == 0) {
+      throw std::domain_error(
+          "Opening an audio file for writing requires a non-zero sample rate.");
+    }
+
+    if (numChannels == 0) {
+      throw py::type_error("Opening an audio file for writing requires a "
+                           "non-zero num_channels.");
+    }
+
+    formatManager.registerBasicFormats();
+    juce::File file(filename);
+
+    std::unique_ptr<AutoDeleteFileOutputStream> outputStream =
+        AutoDeleteFileOutputStream::createOutputStream(file);
+    if (!outputStream->openedOk()) {
+      throw std::domain_error("Unable to open audio file for writing: " +
+                              filename);
+    }
+
+    juce::AudioFormat *format =
+        formatManager.findFormatForFileExtension(file.getFileExtension());
+
+    if (!format) {
+      if (file.getFileExtension().isEmpty()) {
+        throw std::domain_error("No file extension provided - cannot detect "
+                                "audio format to write with for file path: " +
+                                filename);
+      }
+
+      throw std::domain_error(
+          "Unable to detect audio format for file extension: " +
+          file.getFileExtension().toStdString());
+    }
+
+    // Normalize the input to a string here, as we need to do parsing anyways:
+    std::string qualityString;
+    if (qualityInput) {
+      if (auto *q = std::get_if<std::string>(&qualityInput.value())) {
+        qualityString = *q;
+      } else if (auto *q = std::get_if<float>(&qualityInput.value())) {
+        if (isInteger(*q)) {
+          qualityString = std::to_string((int)*q);
+        } else {
+          qualityString = std::to_string(*q);
+        }
+      } else {
+        throw std::runtime_error("Unknown quality type!");
+      }
+    }
+
+    int qualityOptionIndex = determineQualityOptionIndex(format, qualityString);
+    if (format->getQualityOptions().size() > qualityOptionIndex) {
+      quality = format->getQualityOptions()[qualityOptionIndex].toStdString();
+    }
+
+    juce::StringPairArray emptyMetadata;
+    writer.reset(format->createWriterFor(outputStream.get(), writeSampleRate,
+                                         numChannels, bitDepth, emptyMetadata,
+                                         qualityOptionIndex));
+    if (!writer) {
+      // Check common errors first:
+      juce::Array<int> possibleSampleRates = format->getPossibleSampleRates();
+
+      if (possibleSampleRates.isEmpty()) {
+        throw std::domain_error(
+            file.getFileExtension().toStdString() +
+            " audio files are not writable with Pedalboard.");
+      }
+
+      if (!possibleSampleRates.contains((int)writeSampleRate)) {
+        std::ostringstream sampleRateString;
+        for (int i = 0; i < possibleSampleRates.size(); i++) {
+          sampleRateString << possibleSampleRates[i];
+          if (i < possibleSampleRates.size() - 1)
+            sampleRateString << ", ";
+        }
+        throw std::domain_error(
+            format->getFormatName().toStdString() +
+            " audio files do not support the provided sample rate of " +
+            std::to_string(writeSampleRate) +
+            "Hz. Supported sample rates: " + sampleRateString.str());
+      }
+
+      juce::Array<int> possibleBitDepths = format->getPossibleBitDepths();
+
+      if (possibleBitDepths.isEmpty()) {
+        throw std::domain_error(
+            file.getFileExtension().toStdString() +
+            " audio files are not writable with Pedalboard.");
+      }
+
+      if (!possibleBitDepths.contains((int)bitDepth)) {
+        std::ostringstream bitDepthString;
+        for (int i = 0; i < possibleBitDepths.size(); i++) {
+          bitDepthString << possibleBitDepths[i];
+          if (i < possibleBitDepths.size() - 1)
+            bitDepthString << ", ";
+        }
+        throw std::domain_error(
+            format->getFormatName().toStdString() +
+            " audio files do not support the provided bit depth of " +
+            std::to_string(bitDepth) +
+            " bits. Supported bit depths: " + bitDepthString.str());
+      }
+
+      std::string humanReadableQuality;
+      if (qualityString.empty()) {
+        humanReadableQuality = "None";
+      } else {
+        humanReadableQuality = qualityString;
+      }
+
+      throw std::domain_error(
+          "Unable to create audio file writer with samplerate=" +
+          std::to_string(writeSampleRate) +
+          ", num_channels=" + std::to_string(numChannels) + ", bit_depth=" +
+          std::to_string(bitDepth) + ", and quality=" + humanReadableQuality);
+    } else {
+      outputStream.release();
+    }
+  }
+
+  template <typename SampleType>
+  void write(py::array_t<SampleType, py::array::c_style> inputArray) {
+    const juce::ScopedLock scopedLock(objectLock);
+
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    py::buffer_info inputInfo = inputArray.request();
+
+    unsigned int numChannels = 0;
+    unsigned int numSamples = 0;
+    ChannelLayout inputChannelLayout = detectChannelLayout(inputArray);
+
+    // Release the GIL when we do the writing, after we
+    // already have a reference to the input array:
+    pybind11::gil_scoped_release release;
+
+    if (inputInfo.ndim == 1) {
+      numSamples = inputInfo.shape[0];
+      numChannels = 1;
+    } else if (inputInfo.ndim == 2) {
+      // Try to auto-detect the channel layout from the shape
+      if (inputInfo.shape[0] == getNumChannels() &&
+          inputInfo.shape[1] == getNumChannels()) {
+        throw std::runtime_error(
+            "Unable to determine shape of audio input! Both dimensions have "
+            "the same shape. Expected " +
+            std::to_string(getNumChannels()) +
+            "-channel audio, with one dimension larger than the other.");
+      } else if (inputInfo.shape[1] == getNumChannels()) {
+        numSamples = inputInfo.shape[0];
+        numChannels = inputInfo.shape[1];
+      } else if (inputInfo.shape[0] == getNumChannels()) {
+        numSamples = inputInfo.shape[1];
+        numChannels = inputInfo.shape[0];
+      } else {
+        throw std::runtime_error(
+            "Unable to determine shape of audio input! Expected " +
+            std::to_string(getNumChannels()) + "-channel audio.");
+      }
+    } else {
+      throw std::runtime_error(
+          "Number of input dimensions must be 1 or 2 (got " +
+          std::to_string(inputInfo.ndim) + ").");
+    }
+
+    if (numChannels == 0) {
+      // No work to do.
+      return;
+    } else if (numChannels != getNumChannels()) {
+      throw std::runtime_error(
+          "WritableAudioFile was opened with num_channels=" +
+          std::to_string(getNumChannels()) +
+          ", but was passed an array containing " +
+          std::to_string(numChannels) + "-channel audio!");
+    }
+
+    // Depending on the input channel layout, we need to copy data
+    // differently. This loop is duplicated here to move the if statement
+    // outside of the tight loop, as we don't need to re-check that the input
+    // channel is still the same on every iteration of the loop.
+    switch (inputChannelLayout) {
+    case ChannelLayout::Interleaved: {
+      std::vector<std::vector<SampleType>> deinterleaveBuffers;
+
+      // Use a temporary buffer to chunk the audio input
+      // and pass it into the writer, chunk by chunk, rather
+      // than de-interleaving the entire buffer at once:
+      deinterleaveBuffers.resize(numChannels);
+
+      const SampleType **channelPointers =
+          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
+      for (int startSample = 0; startSample < numSamples;
+           startSample += DEFAULT_AUDIO_BUFFER_SIZE_FRAMES) {
+        int samplesToWrite = std::min(numSamples - startSample,
+                                      DEFAULT_AUDIO_BUFFER_SIZE_FRAMES);
+
+        for (int c = 0; c < numChannels; c++) {
+          deinterleaveBuffers[c].resize(samplesToWrite);
+          channelPointers[c] = deinterleaveBuffers[c].data();
+
+          // We're de-interleaving the data here, so we can't use copyFrom.
+          for (unsigned int i = 0; i < samplesToWrite; i++) {
+            deinterleaveBuffers[c][i] =
+                ((SampleType
+                      *)(inputInfo.ptr))[((i + startSample) * numChannels) + c];
+          }
+        }
+
+        if (!write(channelPointers, numChannels, samplesToWrite)) {
+          throw std::runtime_error("Unable to write data to audio file.");
+        }
+      }
+
+      break;
+    }
+    case ChannelLayout::NotInterleaved: {
+      // We can just pass all the data to write:
+      const SampleType **channelPointers =
+          (const SampleType **)alloca(numChannels * sizeof(SampleType *));
+      for (int c = 0; c < numChannels; c++) {
+        channelPointers[c] = ((SampleType *)inputInfo.ptr) + (numSamples * c);
+      }
+      if (!write(channelPointers, numChannels, numSamples)) {
+        throw std::runtime_error("Unable to write data to audio file.");
+      }
+      break;
+    }
+    default:
+      throw std::runtime_error(
+          "Internal error: got unexpected channel layout.");
+    }
+
+    framesWritten += numSamples;
+  }
+
+  template <typename TargetType, typename InputType,
+            unsigned int bufferSize = DEFAULT_AUDIO_BUFFER_SIZE_FRAMES>
+  bool writeConvertingTo(const InputType **channels, int numChannels,
+                         unsigned int numSamples) {
+    std::vector<std::vector<TargetType>> targetTypeBuffers;
+    targetTypeBuffers.resize(numChannels);
+
+    const TargetType **channelPointers =
+        (const TargetType **)alloca(numChannels * sizeof(TargetType *));
+    for (unsigned int startSample = 0; startSample < numSamples;
+         startSample += bufferSize) {
+      int samplesToWrite = std::min(numSamples - startSample, bufferSize);
+
+      for (int c = 0; c < numChannels; c++) {
+        targetTypeBuffers[c].resize(samplesToWrite);
+        channelPointers[c] = targetTypeBuffers[c].data();
+
+        if constexpr (std::is_integral<InputType>::value) {
+          if constexpr (std::is_integral<TargetType>::value) {
+            for (unsigned int i = 0; i < samplesToWrite; i++) {
+              // Left-align the samples to use all 32 bits, as JUCE requires:
+              targetTypeBuffers[c][i] =
+                  ((int)channels[c][startSample + i])
+                  << (std::numeric_limits<int>::digits -
+                      std::numeric_limits<InputType>::digits);
+            }
+          } else if constexpr (std::is_same<TargetType, float>::value) {
+            constexpr auto scaleFactor =
+                1.0f / static_cast<float>(std::numeric_limits<int>::max());
+            juce::FloatVectorOperations::convertFixedToFloat(
+                targetTypeBuffers[c].data(), channels[c] + startSample,
+                scaleFactor, samplesToWrite);
+          } else {
+            // We should never get here - this would only be true
+            // if converting to double, which no formats require:
+            static_assert(std::is_integral<InputType>::value &&
+                              std::is_same<TargetType, double>::value,
+                          "Can't convert to double");
+          }
+        } else {
+          if constexpr (std::is_integral<TargetType>::value) {
+            // We should never get here - this would only be true
+            // if converting float to int, which JUCE handles for us:
+            static_assert(std::is_integral<TargetType>::value &&
+                              !std::is_integral<InputType>::value,
+                          "Can't convert float to int");
+          } else {
+            // Converting double to float:
+            for (unsigned int i = 0; i < samplesToWrite; i++) {
+              targetTypeBuffers[c][i] = channels[c][startSample + i];
+            }
+          }
+        }
+      }
+
+      if (!write(channelPointers, numChannels, samplesToWrite)) {
+        return false;
+      }
+    }
+
+    return true;
+  }
+
+  template <typename SampleType>
+  bool write(const SampleType **channels, int numChannels,
+             unsigned int numSamples) {
+    if constexpr (std::is_integral<SampleType>::value) {
+      if constexpr (std::is_same<SampleType, int>::value) {
+        if (writer->isFloatingPoint()) {
+          return writeConvertingTo<float>(channels, numChannels, numSamples);
+        } else {
+          return writer->write(channels, numSamples);
+        }
+      } else {
+        return writeConvertingTo<int>(channels, numChannels, numSamples);
+      }
+    } else if constexpr (std::is_same<SampleType, float>::value) {
+      if (writer->isFloatingPoint()) {
+        // Just pass the floating point data into the writer as if it were
+        // integer data. If the writer requires floating-point input data, this
+        // works (and is documented!)
+        return writer->write((const int **)channels, numSamples);
+      } else {
+        // Convert floating-point to fixed point, but let JUCE do that for us:
+        return writer->writeFromFloatArrays(channels, numChannels, numSamples);
+      }
+    } else {
+      // We must have double-format data:
+      return writeConvertingTo<float>(channels, numChannels, numSamples);
+    }
+  }
+
+  void flush() {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    const juce::ScopedLock scopedLock(objectLock);
+    pybind11::gil_scoped_release release;
+
+    if (!writer->flush()) {
+      throw std::runtime_error(
+          "Unable to flush audio file; is the underlying file seekable?");
+    }
+  }
+
+  void close() {
+    if (!writer)
+      throw std::runtime_error("Cannot close closed file.");
+    const juce::ScopedLock scopedLock(objectLock);
+    writer.reset();
+  }
+
+  bool isClosed() const {
+    const juce::ScopedLock scopedLock(objectLock);
+    return !writer;
+  }
+
+  double getSampleRate() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return writer->getSampleRate();
+  }
+
+  std::string getFilename() const { return filename; }
+
+  long getFramesWritten() const { return framesWritten; }
+
+  std::optional<std::string> getQuality() const { return quality; }
+
+  long getNumChannels() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+    return writer->getNumChannels();
+  }
+
+  std::string getFileDatatype() const {
+    if (!writer)
+      throw std::runtime_error("I/O operation on a closed file.");
+
+    if (writer->isFloatingPoint()) {
+      switch (writer->getBitsPerSample()) {
+      case 16: // OGG returns 16-bit int data, but internally stores floats
+      case 32:
+        return "float32";
+      case 64:
+        return "float64";
+      default:
+        return "unknown";
+      }
+    } else {
+      switch (writer->getBitsPerSample()) {
+      case 8:
+        return "int8";
+      case 16:
+        return "int16";
+      case 24:
+        return "int24";
+      case 32:
+        return "int32";
+      case 64:
+        return "int64";
+      default:
+        return "unknown";
+      }
+    }
+  }
+
+  std::shared_ptr<WriteableAudioFile> enter() { return shared_from_this(); }
+
+  void exit(const py::object &type, const py::object &value,
+            const py::object &traceback) {
+    close();
+  }
+
+private:
+  juce::AudioFormatManager formatManager;
+  std::string filename;
+  std::optional<std::string> quality;
+  std::unique_ptr<juce::AudioFormatWriter> writer;
+  juce::CriticalSection objectLock;
+  int framesWritten = 0;
+};
+
+inline void init_writeable_audio_file(py::module &m) {
+  py::class_<WriteableAudioFile, AudioFile,
+             std::shared_ptr<WriteableAudioFile>>(
+      m, "WriteableAudioFile",
+      "An audio file writer interface, with native support for Ogg Vorbis, "
+      "MP3, WAV, FLAC, and AIFF files on all operating systems. (Use "
+      "pedalboard.io.get_supported_write_formats() to see which formats are "
+      "supported on the current platform.)")
+      .def(
+          py::init([](std::string filename, double sampleRate, int numChannels,
+                      int bitDepth,
+                      std::optional<std::variant<std::string, float>> quality) {
+            return std::make_shared<WriteableAudioFile>(
+                filename, sampleRate, numChannels, bitDepth, quality);
+          }),
+          py::arg("filename"), py::arg("samplerate"),
+          py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
+          py::arg("quality") = py::none())
+      .def_static(
+          "__new__",
+          [](const py::object *, std::string filename,
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::variant<std::string, float>> quality) {
+            if (!sampleRate) {
+              throw py::type_error(
+                  "Opening an audio file for writing requires a samplerate "
+                  "argument to be provided.");
+            }
+            return std::make_shared<WriteableAudioFile>(
+                filename, sampleRate.value(), numChannels, bitDepth, quality);
+          },
+          py::arg("cls"), py::arg("filename"),
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none())
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<char> samples) {
+            file.write<char>(samples);
+          },
+          py::arg("samples").noconvert(),
+          "Encode an array of int8 (8-bit signed integer) audio data and write "
+          "it to this file. The number of channels in the array must match the "
+          "number of channels used to open the file. The array may contain "
+          "audio in any shape. If the file's bit depth or format does not "
+          "match this data type, the audio will be automatically converted.")
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<short> samples) {
+            file.write<short>(samples);
+          },
+          py::arg("samples").noconvert(),
+          "Encode an array of int16 (16-bit signed integer) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<int> samples) {
+            file.write<int>(samples);
+          },
+          py::arg("samples").noconvert(),
+          "Encode an array of int32 (32-bit signed integer) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<float> samples) {
+            file.write<float>(samples);
+          },
+          py::arg("samples").noconvert(),
+          "Encode an array of float32 (32-bit floating-point) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. If the file's bit depth or format does "
+          "not match this data type, the audio will be automatically "
+          "converted.")
+      .def(
+          "write",
+          [](WriteableAudioFile &file, py::array_t<double> samples) {
+            file.write<double>(samples);
+          },
+          py::arg("samples").noconvert(),
+          "Encode an array of float64 (64-bit floating-point) audio data and "
+          "write it to this file. The number of channels in the array must "
+          "match the number of channels used to open the file. The array may "
+          "contain audio in any shape. No supported formats support float64 "
+          "natively, so the audio will be converted automatically.")
+      .def("flush", &WriteableAudioFile::flush,
+           "Attempt to flush this audio file's contents to disk. Not all "
+           "formats support flushing, so this may throw a RuntimeError. (If "
+           "this happens, closing the file will reliably force a flush to "
+           "occur.)")
+      .def("close", &WriteableAudioFile::close,
+           "Close this file, flushing its contents to disk and rendering this "
+           "object unusable for further writing.")
+      .def("__enter__", &WriteableAudioFile::enter)
+      .def("__exit__", &WriteableAudioFile::exit)
+      .def("__repr__",
+           [](const WriteableAudioFile &file) {
+             std::ostringstream ss;
+             ss << "<pedalboard.io.WriteableAudioFile";
+             if (!file.getFilename().empty()) {
+               ss << " filename=\"" << file.getFilename() << "\"";
+             }
+             if (file.isClosed()) {
+               ss << " closed";
+             } else {
+               ss << " samplerate=" << file.getSampleRate();
+               ss << " num_channels=" << file.getNumChannels();
+               if (file.getQuality()) {
+                 ss << " quality=\"" << file.getQuality().value() << "\"";
+               }
+               ss << " file_dtype=" << file.getFileDatatype();
+             }
+             ss << " at " << &file;
+             ss << ">";
+             return ss.str();
+           })
+      .def_property_readonly(
+          "closed", &WriteableAudioFile::isClosed,
+          "If this file has been closed, this property will be True.")
+      .def_property_readonly("samplerate", &WriteableAudioFile::getSampleRate,
+                             "The sample rate of this file in samples "
+                             "(per channel) per second (Hz).")
+      .def_property_readonly("channels", &WriteableAudioFile::getNumChannels,
+                             "The number of channels in this file.")
+      .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
+                             "The total number of frames (samples per "
+                             "channel) written to this file so far.")
+      .def_property_readonly(
+          "file_dtype", &WriteableAudioFile::getFileDatatype,
+          "The data type stored natively by this file. Note that write(...) "
+          "will accept multiple datatypes, regardless of the value of this "
+          "property.")
+      .def_property_readonly(
+          "quality", &WriteableAudioFile::getQuality,
+          "The quality setting used to write this file. For many "
+          "formats, this may be None.");
+
+  m.def("get_supported_read_formats", []() {
+    juce::AudioFormatManager manager;
+    manager.registerBasicFormats();
+
+    std::vector<std::string> formatNames(manager.getNumKnownFormats());
+    juce::StringArray extensions;
+    for (int i = 0; i < manager.getNumKnownFormats(); i++) {
+      auto *format = manager.getKnownFormat(i);
+      extensions.addArray(format->getFileExtensions());
+    }
+
+    extensions.trim();
+    extensions.removeEmptyStrings();
+    extensions.removeDuplicates(true);
+
+    std::vector<std::string> output;
+    for (juce::String s : extensions) {
+      output.push_back(s.toStdString());
+    }
+
+    std::sort(
+        output.begin(), output.end(),
+        [](const std::string lhs, const std::string rhs) { return lhs < rhs; });
+
+    return output;
+  });
+
+  m.def("get_supported_write_formats", []() {
+    // JUCE doesn't support writing other formats out-of-the-box on all
+    // platforms, and there's no easy way to tell which formats are supported
+    // without attempting to create an AudioFileWriter object - so this list is
+    // hardcoded for now.
+    const std::vector<std::string> formats = {".aiff", ".flac", ".ogg", ".wav"};
+    return formats;
+  });
+}
+} // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/python_bindings.cpp b/pedalboard/python_bindings.cpp
index f2757333a..f33aacad3 100644
--- a/pedalboard/python_bindings.cpp
+++ b/pedalboard/python_bindings.cpp
@@ -61,7 +61,9 @@ namespace py = pybind11;
 #include "plugins/PitchShift.h"
 #include "plugins/Reverb.h"
 
-#include "io/AudioFile.h"
+#include "io/AudioFileInit.h"
+#include "io/ReadableAudioFile.h"
+#include "io/WriteableAudioFile.h"
 
 using namespace Pedalboard;
 
@@ -191,5 +193,7 @@ PYBIND11_MODULE(pedalboard_native, m) {
 
   // I/O helpers and utilities:
   py::module io = m.def_submodule("io");
-  init_audiofile(io);
+  init_audio_file(io);
+  init_readable_audio_file(io);
+  init_writeable_audio_file(io);
 };

From 11b2e2784468767289c2febc605245cfbfe1b005 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 11:37:29 -0500
Subject: [PATCH 29/43] Add support for reading seekable file-like objects.

---
 pedalboard/io/AudioFileInit.h     |  27 ++++-
 pedalboard/io/PythonInputStream.h | 179 ++++++++++++++++++++++++++++++
 pedalboard/io/ReadableAudioFile.h |  94 ++++++++++++++++
 tests/test_io.py                  |  82 ++++++++++++++
 4 files changed, 380 insertions(+), 2 deletions(-)
 create mode 100644 pedalboard/io/PythonInputStream.h

diff --git a/pedalboard/io/AudioFileInit.h b/pedalboard/io/AudioFileInit.h
index ce2a58468..3f18900bf 100644
--- a/pedalboard/io/AudioFileInit.h
+++ b/pedalboard/io/AudioFileInit.h
@@ -53,10 +53,33 @@ inline void init_audio_file(py::module &m) {
                                    "samplerate and num_channels arguments.");
             } else {
               throw py::type_error("AudioFile instances can only be opened in "
-                                   "read mode (\"r\") and write mode (\"w\").");
+                                   "read mode (\"r\") or write mode (\"w\").");
             }
           },
           py::arg("cls"), py::arg("filename"), py::arg("mode") = "r")
+      .def_static(
+          "__new__",
+          [](const py::object *, py::object filelike, std::string mode) {
+            if (mode == "r") {
+              if (!isReadableFileLike(filelike)) {
+                throw py::type_error(
+                    "Expected either a filename or a file-like object (with "
+                    "read, seek, seekable, and tell methods), but received: " +
+                    filelike.attr("__repr__")().cast<std::string>());
+              }
+
+              return std::make_shared<ReadableAudioFile>(
+                  std::make_unique<PythonInputStream>(filelike));
+            } else if (mode == "w") {
+              throw py::type_error(
+                  "Opening an audio file-like object for writing requires "
+                  "samplerate and num_channels arguments.");
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") or write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("file_like"), py::arg("mode") = "r")
       .def_static(
           "__new__",
           [](const py::object *, std::string filename, std::string mode,
@@ -79,7 +102,7 @@ inline void init_audio_file(py::module &m) {
                   filename, sampleRate.value(), numChannels, bitDepth, quality);
             } else {
               throw py::type_error("AudioFile instances can only be opened in "
-                                   "read mode (\"r\") and write mode (\"w\").");
+                                   "read mode (\"r\") or write mode (\"w\").");
             }
           },
           py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
new file mode 100644
index 000000000..580e1bf45
--- /dev/null
+++ b/pedalboard/io/PythonInputStream.h
@@ -0,0 +1,179 @@
+/*
+ * pedalboard
+ * Copyright 2021 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+namespace py = pybind11;
+
+#include "../JuceHeader.h"
+
+namespace Pedalboard {
+
+bool isReadableFileLike(py::object fileLike) {
+  return py::hasattr(fileLike, "read") && py::hasattr(fileLike, "seek") &&
+         py::hasattr(fileLike, "tell") && py::hasattr(fileLike, "seekable");
+}
+
+/**
+ * A juce::InputStream subclass that fetches its
+ * data from a provided Python file-like object.
+ */
+class PythonInputStream : public juce::InputStream {
+public:
+  PythonInputStream(py::object fileLike) : fileLike(fileLike) {
+    if (!isReadableFileLike(fileLike)) {
+      throw py::type_error("Expected a file-like object (with read, seek, "
+                           "seekable, and tell methods).");
+    }
+  }
+
+  bool isSeekable() {
+    try {
+      return fileLike.attr("seekable")().cast<bool>();
+    } catch (py::error_already_set e) {
+      pythonErrorRaised = true;
+      e.restore();
+      return false;
+    }
+  }
+
+  juce::int64 getTotalLength() {
+    py::gil_scoped_acquire acquire;
+
+    // TODO: Try reading a couple of Python properties that may contain the
+    // total length: urllib3.response.HTTPResponse provides `length_remaining`,
+    // for instance
+
+    try {
+      if (!fileLike.attr("seekable")().cast<bool>()) {
+        return -1;
+      }
+    } catch (py::error_already_set e) {
+      pythonErrorRaised = true;
+      e.restore();
+      return 0;
+    }
+
+    if (totalLength == -1) {
+      try {
+        juce::int64 pos = fileLike.attr("tell")().cast<juce::int64>();
+        fileLike.attr("seek")(0, 2);
+        totalLength = fileLike.attr("tell")().cast<juce::int64>();
+        fileLike.attr("seek")(pos, 0);
+      } catch (py::error_already_set e) {
+        pythonErrorRaised = true;
+        e.restore();
+        return -1;
+      }
+    }
+
+    return totalLength;
+  }
+
+  int read(void *buffer, int bytesToRead) {
+    // The buffer should never be null, and a negative size is probably a
+    // sign that something is broken!
+    jassert(buffer != nullptr && bytesToRead >= 0);
+
+    py::bytes result;
+    {
+      py::gil_scoped_acquire acquire;
+      try {
+        result = fileLike.attr("read")(bytesToRead).cast<py::bytes>();
+      } catch (py::error_already_set e) {
+        pythonErrorRaised = true;
+        e.restore();
+        return 0;
+      }
+    }
+
+    std::string resultAsString = result;
+    std::memcpy((char *)buffer, (char *)resultAsString.data(),
+                resultAsString.size());
+
+    int bytesCopied = resultAsString.size();
+
+    lastReadWasSmallerThanExpected = bytesToRead > bytesCopied;
+    return bytesCopied;
+  }
+
+  bool isExhausted() {
+    if (lastReadWasSmallerThanExpected) {
+      return true;
+    }
+
+    try {
+      py::gil_scoped_acquire acquire;
+      return fileLike.attr("tell")().cast<juce::int64>() == getTotalLength();
+    } catch (py::error_already_set e) {
+      pythonErrorRaised = true;
+      e.restore();
+      return true;
+    }
+  }
+
+  juce::int64 getPosition() {
+    try {
+      py::gil_scoped_acquire acquire;
+      return fileLike.attr("tell")().cast<juce::int64>();
+    } catch (py::error_already_set e) {
+      pythonErrorRaised = true;
+      e.restore();
+      return -1;
+    }
+  }
+
+  bool setPosition(juce::int64 pos) {
+    try {
+      py::gil_scoped_acquire acquire;
+
+      if (fileLike.attr("seekable")().cast<bool>()) {
+        fileLike.attr("seek")(pos);
+      }
+
+      return fileLike.attr("tell")().cast<juce::int64>() == pos;
+    } catch (py::error_already_set e) {
+      pythonErrorRaised = true;
+      e.restore();
+      return false;
+    }
+  }
+
+  void raisePendingPythonExceptions() {
+    if (pythonErrorRaised) {
+      pythonErrorRaised = false;
+      py::gil_scoped_acquire acquire;
+      throw py::error_already_set();
+    }
+  }
+
+  py::object getFileLikeObject() { return fileLike; }
+
+private:
+  py::object fileLike;
+  juce::int64 totalLength = -1;
+  bool lastReadWasSmallerThanExpected = false;
+
+  // the juce::InputStream interface is not exception-safe, so we have to
+  // change the behaviour of this subclass if an exception gets thrown,
+  // then throw the exception ourselves when we have the opportunity.
+  bool pythonErrorRaised = false;
+};
+}; // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
index 208f71869..758663baa 100644
--- a/pedalboard/io/ReadableAudioFile.h
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -26,6 +26,7 @@
 #include "../BufferUtils.h"
 #include "../JuceHeader.h"
 #include "AudioFile.h"
+#include "PythonInputStream.h"
 
 namespace py = pybind11;
 
@@ -68,6 +69,57 @@ class ReadableAudioFile
           "\" does not seem to be of a known or supported format.");
   }
 
+  ReadableAudioFile(std::unique_ptr<PythonInputStream> inputStream) {
+    formatManager.registerBasicFormats();
+
+    if (!inputStream->isSeekable()) {
+      throw std::domain_error("Failed to open audio file-like object: input "
+                              "stream must be seekable.");
+    }
+
+    // TODO: look at file extension hint
+
+    if (!reader) {
+      auto originalStreamPosition = inputStream->getPosition();
+
+      for (int i = 0; i < formatManager.getNumKnownFormats(); i++) {
+        auto *af = formatManager.getKnownFormat(i);
+
+        if (auto *r = af->createReaderFor(inputStream.get(), false)) {
+          inputStream.release();
+          reader.reset(r);
+          break;
+        }
+
+        inputStream->setPosition(originalStreamPosition);
+        if (inputStream->getPosition() != originalStreamPosition) {
+          throw std::runtime_error(
+              "Input file-like object did not seek to expected position. The "
+              "provided file-like object must be fully seekable to allow "
+              "reading audio files.");
+        }
+      }
+
+      // Known bug: the juce::MP3Reader class will parse formats that are not
+      // MP3 and pretend like they are, producing garbage output. For now, if we
+      // parse MP3 from an input stream that's not explicitly got ".mp3" on the
+      // end, ignore it.
+      if (reader && reader->getFormatName() == "MP3 file") {
+        throw std::domain_error(
+            "Failed to open audio file-like object: stream does not seem to "
+            "contain a known or supported format. (If trying "
+            "to open an MP3 file, pass a format hint of \"mp3\".)");
+      }
+    }
+
+    if (!reader)
+      throw std::domain_error(
+          "Failed to open audio file-like object: file \"" + filename +
+          "\" does not seem to contain a known or supported format.");
+
+    raisePendingPythonExceptions();
+  }
+
   double getSampleRate() const {
     if (!reader)
       throw std::runtime_error("I/O operation on a closed file.");
@@ -171,6 +223,7 @@ class ReadableAudioFile
                           numSamples)) {
           throw std::runtime_error("Failed to read from file.");
         }
+        raisePendingPythonExceptions();
       } else {
         // If the audio is stored in an integral format, read it as integers
         // and do the floating-point conversion ourselves to work around
@@ -181,6 +234,7 @@ class ReadableAudioFile
                                  currentPosition, numSamples)) {
           throw std::runtime_error("Failed to read from file.");
         }
+        raisePendingPythonExceptions();
 
         // When converting 24-bit, 16-bit, or 8-bit data from int to float,
         // the values provided by the above read() call are shifted left
@@ -285,6 +339,7 @@ class ReadableAudioFile
                                  currentPosition, numSamples)) {
           throw std::runtime_error("Failed to read from file.");
         }
+        raisePendingPythonExceptions();
       } else {
         // Read the file in smaller chunks, converting from int32 to the
         // appropriate output format as we go:
@@ -308,6 +363,7 @@ class ReadableAudioFile
                                    samplesToRead)) {
             throw std::runtime_error("Failed to read from file.");
           }
+          raisePendingPythonExceptions();
 
           // Convert the data in intBuffers to the output format:
           char shift = 32 - reader->bitsPerSample;
@@ -366,6 +422,19 @@ class ReadableAudioFile
 
   std::string getFilename() const { return filename; }
 
+  PythonInputStream *getPythonInputStream() const {
+    if (!filename.empty()) {
+      return nullptr;
+    }
+    if (!reader) {
+      return nullptr;
+    }
+
+    // the AudioFormatReader retains exclusive ownership over the input stream,
+    // so we have to cast here instead of holding a shared_ptr:
+    return (PythonInputStream *)reader->input;
+  }
+
   std::shared_ptr<ReadableAudioFile> enter() { return shared_from_this(); }
 
   void exit(const py::object &type, const py::object &value,
@@ -373,6 +442,11 @@ class ReadableAudioFile
     close();
   }
 
+  void raisePendingPythonExceptions() {
+    if (auto *inputStream = getPythonInputStream())
+      inputStream->raisePendingPythonExceptions();
+  }
+
 private:
   juce::AudioFormatManager formatManager;
   std::string filename;
@@ -394,6 +468,18 @@ inline void init_readable_audio_file(py::module &m) {
              return std::make_shared<ReadableAudioFile>(filename);
            }),
            py::arg("filename"))
+      .def(py::init([](py::object filelike) {
+             if (!isReadableFileLike(filelike)) {
+               throw py::type_error(
+                   "Expected either a filename or a file-like object (with "
+                   "read, seek, seekable, and tell methods), but received: " +
+                   filelike.attr("__repr__")().cast<std::string>());
+             }
+
+             return std::make_shared<ReadableAudioFile>(
+                 std::make_unique<PythonInputStream>(filelike));
+           }),
+           py::arg("file_like"))
       .def_static(
           "__new__",
           [](const py::object *, std::string filename) {
@@ -428,9 +514,17 @@ inline void init_readable_audio_file(py::module &m) {
            [](const ReadableAudioFile &file) {
              std::ostringstream ss;
              ss << "<pedalboard.io.ReadableAudioFile";
+
              if (!file.getFilename().empty()) {
                ss << " filename=\"" << file.getFilename() << "\"";
+             } else if (PythonInputStream *stream =
+                            file.getPythonInputStream()) {
+               ss << " file_like="
+                  << stream->getFileLikeObject()
+                         .attr("__repr__")()
+                         .cast<std::string>();
              }
+
              if (file.isClosed()) {
                ss << " closed";
              } else {
diff --git a/tests/test_io.py b/tests/test_io.py
index 0c7c42b2c..da2c715a8 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -15,6 +15,7 @@
 # limitations under the License.
 
 
+import io
 import os
 import glob
 import wave
@@ -263,6 +264,87 @@ def test_read_okay_without_extension(
         assert af.channels == 1
 
 
+@pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
+def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
+    with open(audio_filename, 'rb') as f:
+        stream = io.BytesIO(f.read())
+
+    with pedalboard.io.AudioFile(stream) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == 1
+        if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
+            assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
+        else:
+            assert af.frames >= int(samplerate * EXPECTED_DURATION_SECONDS)
+
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+        # File should no longer be useful:
+        af.read(1).nbytes == 0
+
+        # Seeking back to the start of the file should work:
+        assert af.seekable()
+        af.seek(0)
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS))
+
+        # Seeking to an arbitrary point should also work
+        af.seek(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        samples = af.read(int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+        assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
+
+        assert f"samplerate={int(af.samplerate)}" in repr(af)
+        assert f"num_channels={af.channels}" in repr(af)
+        assert repr(stream) in repr(af)
+
+    with pytest.raises(RuntimeError):
+        af.channels
+
+    with pytest.raises(RuntimeError):
+        af.read(1)
+
+
+def test_file_like_exceptions_propagate():
+    audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
+
+    with open(audio_filename, 'rb') as f:
+        stream = io.BytesIO(f.read())
+
+    stream_read = stream.read
+
+    call_count = [0]
+
+    def throw_exception_on_99th_call(*args, **kwargs):
+        call_count[0] += 1
+        if call_count[0] == 99:
+            raise ValueError("Called 99 times!")
+        return stream_read(*args, **kwargs)
+
+    stream.read = throw_exception_on_99th_call
+
+    with pedalboard.io.AudioFile(stream) as af:
+        assert af.read(1).nbytes > 0
+        with pytest.raises(ValueError) as e:
+            for _ in range(100):
+                af.read(100)
+        assert "Called 99 times!" in str(e)
+
+
+def test_file_like_must_be_seekable():
+    audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
+
+    with open(audio_filename, 'rb') as f:
+        stream = io.BytesIO(f.read())
+    stream.seekable = lambda: False
+
+    with pytest.raises(ValueError) as e:
+        with pedalboard.io.AudioFile(stream):
+            pass
+
+    assert "seekable" in str(e)
+
+
 def test_write_fails_without_extension(tmp_path: pathlib.Path):
     dest_path = str(tmp_path / "no_extension")
     with pytest.raises(ValueError):

From b185ed51463306a93d2da9ea5fb4677c45a6381d Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 11:39:47 -0500
Subject: [PATCH 30/43] Formatting.

---
 tests/test_io.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index da2c715a8..c5cbe0f53 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -266,7 +266,7 @@ def test_read_okay_without_extension(
 
 @pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
 def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
-    with open(audio_filename, 'rb') as f:
+    with open(audio_filename, "rb") as f:
         stream = io.BytesIO(f.read())
 
     with pedalboard.io.AudioFile(stream) as af:
@@ -308,7 +308,7 @@ def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
 def test_file_like_exceptions_propagate():
     audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
 
-    with open(audio_filename, 'rb') as f:
+    with open(audio_filename, "rb") as f:
         stream = io.BytesIO(f.read())
 
     stream_read = stream.read
@@ -334,7 +334,7 @@ def throw_exception_on_99th_call(*args, **kwargs):
 def test_file_like_must_be_seekable():
     audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
 
-    with open(audio_filename, 'rb') as f:
+    with open(audio_filename, "rb") as f:
         stream = io.BytesIO(f.read())
     stream.seekable = lambda: False
 

From b42922a35c4a39b471a4101203d351fd6f1cb656 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Thu, 10 Mar 2022 12:56:02 -0500
Subject: [PATCH 31/43] Fix MP3 tests that fail if passing an unnamed stream.

---
 pedalboard/io/PythonInputStream.h | 11 ++++++++
 pedalboard/io/ReadableAudioFile.h | 19 +++++++++-----
 tests/test_io.py                  | 42 ++++++++++++++++++++++++-------
 3 files changed, 57 insertions(+), 15 deletions(-)

diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
index 580e1bf45..9070c484d 100644
--- a/pedalboard/io/PythonInputStream.h
+++ b/pedalboard/io/PythonInputStream.h
@@ -44,6 +44,17 @@ class PythonInputStream : public juce::InputStream {
     }
   }
 
+  std::optional<std::string> getFilename() {
+    // Some Python file-like objects expose a ".name" property.
+    // If this object has that property, return its value;
+    // otherwise return an empty optional.
+    if (py::hasattr(fileLike, "name")) {
+      return fileLike.attr("name").cast<std::string>();
+    } else {
+      return {};
+    }
+  }
+
   bool isSeekable() {
     try {
       return fileLike.attr("seekable")().cast<bool>();
diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
index 758663baa..12603c3be 100644
--- a/pedalboard/io/ReadableAudioFile.h
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -77,8 +77,6 @@ class ReadableAudioFile
                               "stream must be seekable.");
     }
 
-    // TODO: look at file extension hint
-
     if (!reader) {
       auto originalStreamPosition = inputStream->getPosition();
 
@@ -105,10 +103,19 @@ class ReadableAudioFile
       // parse MP3 from an input stream that's not explicitly got ".mp3" on the
       // end, ignore it.
       if (reader && reader->getFormatName() == "MP3 file") {
-        throw std::domain_error(
-            "Failed to open audio file-like object: stream does not seem to "
-            "contain a known or supported format. (If trying "
-            "to open an MP3 file, pass a format hint of \"mp3\".)");
+        bool fileLooksLikeAnMP3 = false;
+        if (auto filename = getPythonInputStream()->getFilename()) {
+          fileLooksLikeAnMP3 =
+              juce::File(filename.value()).hasFileExtension("mp3");
+        }
+
+        if (!fileLooksLikeAnMP3) {
+          throw std::domain_error(
+              "Failed to open audio file-like object: stream does not seem to "
+              "contain a known or supported format. (If trying to open an MP3 "
+              "file, pass a file-like with a \"name\" attribute ending with "
+              "\".mp3\".)");
+        }
       }
     }
 
diff --git a/tests/test_io.py b/tests/test_io.py
index c5cbe0f53..e4252bf9a 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -252,16 +252,20 @@ def test_context_manager_allows_exceptions():
 def test_read_okay_without_extension(
     tmp_path: pathlib.Path, audio_filename: str, samplerate: float
 ):
-    if ".mp3" in audio_filename:
-        # Skip this test - due to a bug in LAME's MP3 reader, we require
-        # any MP3 files to be identified as such.
-        return
-
     dest_path = str(tmp_path / "no_extension")
     shutil.copyfile(audio_filename, dest_path)
-    with pedalboard.io.AudioFile(dest_path) as af:
-        assert af.samplerate == samplerate
-        assert af.channels == 1
+    try:
+        with pedalboard.io.AudioFile(dest_path) as af:
+            assert af.samplerate == samplerate
+            assert af.channels == 1
+    except Exception:
+        if ".mp3" in audio_filename:
+            # Skip this test - due to a bug in JUCE's MP3 reader on Linux/Windows,
+            # we throw an exception when trying to read MP3 files without a known
+            # extension.
+            pass
+        else:
+            raise
 
 
 @pytest.mark.parametrize("audio_filename,samplerate", FILENAMES_AND_SAMPLERATES)
@@ -269,7 +273,18 @@ def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
     with open(audio_filename, "rb") as f:
         stream = io.BytesIO(f.read())
 
-    with pedalboard.io.AudioFile(stream) as af:
+    try:
+        af = pedalboard.io.AudioFile(stream)
+    except Exception:
+        if ".mp3" in audio_filename:
+            # Skip this test - due to a bug in JUCE's MP3 reader on Linux/Windows,
+            # we throw an exception when trying to read MP3 files without a known
+            # extension.
+            return
+        else:
+            raise
+
+    with af:
         assert af.samplerate == samplerate
         assert af.channels == 1
         if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
@@ -305,6 +320,15 @@ def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
         af.read(1)
 
 
+@pytest.mark.parametrize(
+    "mp3_filename",
+    [f for f in sum(TEST_AUDIO_FILES.values(), []) if f.endswith("mp3")],
+)
+def test_read_mp3_from_named_stream(mp3_filename: str):
+    with pedalboard.io.AudioFile(open(mp3_filename, "rb")) as af:
+        assert af is not None
+
+
 def test_file_like_exceptions_propagate():
     audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
 

From d80d0dd3d5f8564ab18f24aebaafb963eb6ac714 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 09:57:14 -0500
Subject: [PATCH 32/43] Add support for writing to file-like objects.

---
 pedalboard/io/AudioFileInit.h      |  53 ++++++++-
 pedalboard/io/PythonFileLike.h     | 132 ++++++++++++++++++++++
 pedalboard/io/PythonInputStream.h  | 126 ++++++++++++---------
 pedalboard/io/PythonOutputStream.h | 104 +++++++++++++++++
 pedalboard/io/ReadableAudioFile.h  |  96 +++++++++-------
 pedalboard/io/WriteableAudioFile.h | 172 ++++++++++++++++++++++++-----
 tests/test_io.py                   | 144 +++++++++++++++++++++++-
 7 files changed, 703 insertions(+), 124 deletions(-)
 create mode 100644 pedalboard/io/PythonFileLike.h
 create mode 100644 pedalboard/io/PythonOutputStream.h

diff --git a/pedalboard/io/AudioFileInit.h b/pedalboard/io/AudioFileInit.h
index 3f18900bf..ef6333e7c 100644
--- a/pedalboard/io/AudioFileInit.h
+++ b/pedalboard/io/AudioFileInit.h
@@ -42,7 +42,7 @@ inline void init_audio_file(py::module &m) {
   py::class_<AudioFile, std::shared_ptr<AudioFile>>(
       m, "AudioFile", "A base class for readable and writeable audio files.")
       .def(py::init<>()) // Make this class effectively abstract; we can only
-                         // instantiate subclasses.
+                         // instantiate subclasses via __new__.
       .def_static(
           "__new__",
           [](const py::object *, std::string filename, std::string mode) {
@@ -107,6 +107,55 @@ inline void init_audio_file(py::module &m) {
           },
           py::arg("cls"), py::arg("filename"), py::arg("mode") = "w",
           py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
-          py::arg("bit_depth") = 16, py::arg("quality") = py::none());
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none())
+      .def_static(
+          "__new__",
+          [](const py::object *, py::object filelike, std::string mode,
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::variant<std::string, float>> quality,
+             std::optional<std::string> format) {
+            if (mode == "r") {
+              throw py::type_error(
+                  "Opening a file-like object for reading does not require "
+                  "samplerate, num_channels, bit_depth, or quality arguments - "
+                  "these parameters "
+                  "will be read from the file-like object.");
+            } else if (mode == "w") {
+              if (!sampleRate) {
+                throw py::type_error("Opening a file-like object for writing "
+                                     "requires a samplerate "
+                                     "argument to be provided.");
+              }
+
+              if (!isWriteableFileLike(filelike)) {
+                throw py::type_error(
+                    "Expected either a filename or a file-like object (with "
+                    "write, seek, seekable, and tell methods), but received: " +
+                    filelike.attr("__repr__")().cast<std::string>());
+              }
+
+              auto stream = std::make_unique<PythonOutputStream>(filelike);
+              if (!format && !stream->getFilename()) {
+                throw py::type_error(
+                    "Unable to infer audio file format for writing. Expected "
+                    "either a \".name\" property on the provided file-like "
+                    "object (" +
+                    filelike.attr("__repr__")().cast<std::string>() +
+                    ") or an explicit file format passed as the \"format=\" "
+                    "argument.");
+              }
+
+              return std::make_shared<WriteableAudioFile>(
+                  format.value_or(""), std::move(stream), sampleRate.value(),
+                  numChannels, bitDepth, quality);
+            } else {
+              throw py::type_error("AudioFile instances can only be opened in "
+                                   "read mode (\"r\") or write mode (\"w\").");
+            }
+          },
+          py::arg("cls"), py::arg("file_like"), py::arg("mode") = "w",
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none(),
+          py::arg("format") = py::none());
 }
 } // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/PythonFileLike.h b/pedalboard/io/PythonFileLike.h
new file mode 100644
index 000000000..1689c0c85
--- /dev/null
+++ b/pedalboard/io/PythonFileLike.h
@@ -0,0 +1,132 @@
+/*
+ * pedalboard
+ * Copyright 2021 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+namespace py = pybind11;
+
+#include "../JuceHeader.h"
+
+namespace Pedalboard {
+
+namespace PythonException {
+// Check if there's a Python exception pending in the interpreter.
+inline bool isPending() {
+  py::gil_scoped_acquire acquire;
+  return PyErr_Occurred() != nullptr;
+}
+
+// If an exception is pending, raise it as a C++ exception to break the current
+// control flow and result in an error being thrown in Python later.
+inline void raise() {
+  py::gil_scoped_acquire acquire;
+
+  if (PyErr_Occurred()) {
+    py::error_already_set existingError;
+    throw existingError;
+  }
+}
+}; // namespace PythonException
+
+/**
+ * A base class for file-like Python object wrappers.
+ */
+class PythonFileLike {
+public:
+  PythonFileLike(py::object fileLike) : fileLike(fileLike) {}
+
+  std::string getRepresentation() {
+    py::gil_scoped_acquire acquire;
+    if (PythonException::isPending())
+      return "<__repr__ failed>";
+    return py::repr(fileLike).cast<std::string>();
+  }
+
+  std::optional<std::string> getFilename() noexcept {
+    // Some Python file-like objects expose a ".name" property.
+    // If this object has that property, return its value;
+    // otherwise return an empty optional.
+    py::gil_scoped_acquire acquire;
+
+    if (!PythonException::isPending() && py::hasattr(fileLike, "name")) {
+      return py::str(fileLike.attr("name")).cast<std::string>();
+    } else {
+      return {};
+    }
+  }
+
+  bool isSeekable() noexcept {
+    py::gil_scoped_acquire acquire;
+
+    if (!PythonException::isPending()) {
+      try {
+        return fileLike.attr("seekable")().cast<bool>();
+      } catch (py::error_already_set e) {
+        e.restore();
+      } catch (const py::builtin_exception &e) {
+        e.set_error();
+      }
+    }
+
+    return false;
+  }
+
+  juce::int64 getPosition() noexcept {
+    py::gil_scoped_acquire acquire;
+
+    if (!PythonException::isPending()) {
+      try {
+        return fileLike.attr("tell")().cast<juce::int64>();
+      } catch (py::error_already_set e) {
+        e.restore();
+      } catch (const py::builtin_exception &e) {
+        e.set_error();
+      }
+    }
+
+    return -1;
+  }
+
+  bool setPosition(juce::int64 pos) noexcept {
+    py::gil_scoped_acquire acquire;
+
+    if (!PythonException::isPending()) {
+      try {
+        if (fileLike.attr("seekable")().cast<bool>()) {
+          fileLike.attr("seek")(pos);
+        }
+
+        return fileLike.attr("tell")().cast<juce::int64>() == pos;
+      } catch (py::error_already_set e) {
+        e.restore();
+      } catch (const py::builtin_exception &e) {
+        e.set_error();
+      }
+    }
+
+    return false;
+  }
+
+  py::object getFileLikeObject() { return fileLike; }
+
+protected:
+  py::object fileLike;
+};
+}; // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
index 9070c484d..9bfc5411c 100644
--- a/pedalboard/io/PythonInputStream.h
+++ b/pedalboard/io/PythonInputStream.h
@@ -23,6 +23,7 @@
 namespace py = pybind11;
 
 #include "../JuceHeader.h"
+#include "PythonFileLike.h"
 
 namespace Pedalboard {
 
@@ -35,37 +36,35 @@ bool isReadableFileLike(py::object fileLike) {
  * A juce::InputStream subclass that fetches its
  * data from a provided Python file-like object.
  */
-class PythonInputStream : public juce::InputStream {
+class PythonInputStream : public juce::InputStream, public PythonFileLike {
 public:
-  PythonInputStream(py::object fileLike) : fileLike(fileLike) {
+  PythonInputStream(py::object fileLike) : PythonFileLike(fileLike) {
     if (!isReadableFileLike(fileLike)) {
       throw py::type_error("Expected a file-like object (with read, seek, "
                            "seekable, and tell methods).");
     }
   }
 
-  std::optional<std::string> getFilename() {
-    // Some Python file-like objects expose a ".name" property.
-    // If this object has that property, return its value;
-    // otherwise return an empty optional.
-    if (py::hasattr(fileLike, "name")) {
-      return fileLike.attr("name").cast<std::string>();
-    } else {
-      return {};
-    }
-  }
+  bool isSeekable() noexcept {
+    if (PythonException::isPending())
+      return false;
 
-  bool isSeekable() {
     try {
+      py::gil_scoped_acquire acquire;
       return fileLike.attr("seekable")().cast<bool>();
     } catch (py::error_already_set e) {
-      pythonErrorRaised = true;
       e.restore();
       return false;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return false;
     }
   }
 
-  juce::int64 getTotalLength() {
+  juce::int64 getTotalLength() noexcept {
+    if (PythonException::isPending())
+      return -1;
+
     py::gil_scoped_acquire acquire;
 
     // TODO: Try reading a couple of Python properties that may contain the
@@ -76,46 +75,68 @@ class PythonInputStream : public juce::InputStream {
       if (!fileLike.attr("seekable")().cast<bool>()) {
         return -1;
       }
-    } catch (py::error_already_set e) {
-      pythonErrorRaised = true;
-      e.restore();
-      return 0;
-    }
 
-    if (totalLength == -1) {
-      try {
+      if (totalLength == -1) {
         juce::int64 pos = fileLike.attr("tell")().cast<juce::int64>();
         fileLike.attr("seek")(0, 2);
         totalLength = fileLike.attr("tell")().cast<juce::int64>();
         fileLike.attr("seek")(pos, 0);
-      } catch (py::error_already_set e) {
-        pythonErrorRaised = true;
-        e.restore();
-        return -1;
       }
+    } catch (py::error_already_set e) {
+      e.restore();
+      return -1;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return -1;
     }
 
     return totalLength;
   }
 
-  int read(void *buffer, int bytesToRead) {
+  int read(void *buffer, int bytesToRead) noexcept {
     // The buffer should never be null, and a negative size is probably a
     // sign that something is broken!
     jassert(buffer != nullptr && bytesToRead >= 0);
 
-    py::bytes result;
+    if (PythonException::isPending())
+      return 0;
+
+    py::bytes resultBytes;
     {
       py::gil_scoped_acquire acquire;
       try {
-        result = fileLike.attr("read")(bytesToRead).cast<py::bytes>();
+        auto readResult = fileLike.attr("read")(bytesToRead);
+
+        if (!py::isinstance<py::bytes>(readResult)) {
+          std::string message =
+              "File-like object passed to AudioFile was expected to return "
+              "bytes from its read(...) method, but "
+              "returned " +
+              py::str(readResult.get_type().attr("__name__"))
+                  .cast<std::string>() +
+              ".";
+
+          if (py::hasattr(fileLike, "mode") &&
+              fileLike.attr("mode").cast<std::string>() == "r") {
+            message += " (Try opening the stream in \"rb\" mode instead of "
+                       "\"r\" mode if possible.)";
+          }
+
+          throw py::type_error(message);
+          return 0;
+        }
+
+        resultBytes = readResult.cast<py::bytes>();
       } catch (py::error_already_set e) {
-        pythonErrorRaised = true;
         e.restore();
         return 0;
+      } catch (const py::builtin_exception &e) {
+        e.set_error();
+        return 0;
       }
     }
 
-    std::string resultAsString = result;
+    std::string resultAsString = resultBytes;
     std::memcpy((char *)buffer, (char *)resultAsString.data(),
                 resultAsString.size());
 
@@ -125,7 +146,10 @@ class PythonInputStream : public juce::InputStream {
     return bytesCopied;
   }
 
-  bool isExhausted() {
+  bool isExhausted() noexcept {
+    if (PythonException::isPending())
+      return true;
+
     if (lastReadWasSmallerThanExpected) {
       return true;
     }
@@ -134,24 +158,34 @@ class PythonInputStream : public juce::InputStream {
       py::gil_scoped_acquire acquire;
       return fileLike.attr("tell")().cast<juce::int64>() == getTotalLength();
     } catch (py::error_already_set e) {
-      pythonErrorRaised = true;
       e.restore();
       return true;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return true;
     }
   }
 
-  juce::int64 getPosition() {
+  juce::int64 getPosition() noexcept {
+    if (PythonException::isPending())
+      return -1;
+
     try {
       py::gil_scoped_acquire acquire;
       return fileLike.attr("tell")().cast<juce::int64>();
     } catch (py::error_already_set e) {
-      pythonErrorRaised = true;
       e.restore();
       return -1;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return -1;
     }
   }
 
-  bool setPosition(juce::int64 pos) {
+  bool setPosition(juce::int64 pos) noexcept {
+    if (PythonException::isPending())
+      return false;
+
     try {
       py::gil_scoped_acquire acquire;
 
@@ -161,30 +195,16 @@ class PythonInputStream : public juce::InputStream {
 
       return fileLike.attr("tell")().cast<juce::int64>() == pos;
     } catch (py::error_already_set e) {
-      pythonErrorRaised = true;
       e.restore();
       return false;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return false;
     }
   }
 
-  void raisePendingPythonExceptions() {
-    if (pythonErrorRaised) {
-      pythonErrorRaised = false;
-      py::gil_scoped_acquire acquire;
-      throw py::error_already_set();
-    }
-  }
-
-  py::object getFileLikeObject() { return fileLike; }
-
 private:
-  py::object fileLike;
   juce::int64 totalLength = -1;
   bool lastReadWasSmallerThanExpected = false;
-
-  // the juce::InputStream interface is not exception-safe, so we have to
-  // change the behaviour of this subclass if an exception gets thrown,
-  // then throw the exception ourselves when we have the opportunity.
-  bool pythonErrorRaised = false;
 };
 }; // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/PythonOutputStream.h b/pedalboard/io/PythonOutputStream.h
new file mode 100644
index 000000000..a4eb15036
--- /dev/null
+++ b/pedalboard/io/PythonOutputStream.h
@@ -0,0 +1,104 @@
+/*
+ * pedalboard
+ * Copyright 2021 Spotify AB
+ *
+ * Licensed under the GNU Public License, Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    https://www.gnu.org/licenses/gpl-3.0.html
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <mutex>
+#include <optional>
+
+namespace py = pybind11;
+
+#include "../JuceHeader.h"
+#include "PythonFileLike.h"
+
+namespace Pedalboard {
+
+bool isWriteableFileLike(py::object fileLike) {
+  return py::hasattr(fileLike, "write") && py::hasattr(fileLike, "seek") &&
+         py::hasattr(fileLike, "tell") && py::hasattr(fileLike, "seekable");
+}
+
+/**
+ * A juce::OutputStream subclass that writes its
+ * data to a provided Python file-like object.
+ */
+class PythonOutputStream : public juce::OutputStream, public PythonFileLike {
+public:
+  PythonOutputStream(py::object fileLike) : PythonFileLike(fileLike) {
+    if (!isWriteableFileLike(fileLike)) {
+      throw py::type_error("Expected a file-like object (with write, seek, "
+                           "seekable, and tell methods).");
+    }
+  }
+
+  virtual void flush() noexcept override {
+    py::gil_scoped_acquire acquire;
+    try {
+      if (py::hasattr(fileLike, "flush")) {
+        fileLike.attr("flush")();
+      }
+    } catch (py::error_already_set e) {
+      e.restore();
+      return;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return;
+    }
+  }
+
+  virtual juce::int64 getPosition() noexcept override {
+    return PythonFileLike::getPosition();
+  }
+
+  virtual bool setPosition(juce::int64 pos) noexcept override {
+    return PythonFileLike::setPosition(pos);
+  }
+
+  virtual bool write(const void *ptr, size_t numBytes) noexcept override {
+    py::gil_scoped_acquire acquire;
+
+    try {
+      int bytesWritten =
+          fileLike.attr("write")(py::bytes((const char *)ptr, numBytes))
+              .cast<int>();
+
+      if (bytesWritten < numBytes) {
+        return false;
+      }
+    } catch (py::error_already_set e) {
+      e.restore();
+      return false;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return false;
+    }
+    return true;
+  }
+
+  virtual bool writeRepeatedByte(juce::uint8 byte,
+                                 size_t numTimesToRepeat) noexcept override {
+    // TODO: This could be made faster, but is it ever actually called?
+    for (int i = 0; i < numTimesToRepeat; i++) {
+      if (!write(&byte, 1)) {
+        return false;
+      }
+    }
+
+    return true;
+  }
+};
+}; // namespace Pedalboard
\ No newline at end of file
diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
index 12603c3be..622a824e2 100644
--- a/pedalboard/io/ReadableAudioFile.h
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -73,6 +73,7 @@ class ReadableAudioFile
     formatManager.registerBasicFormats();
 
     if (!inputStream->isSeekable()) {
+      PythonException::raise();
       throw std::domain_error("Failed to open audio file-like object: input "
                               "stream must be seekable.");
     }
@@ -89,11 +90,15 @@ class ReadableAudioFile
           break;
         }
 
+        // createReaderFor may have thrown a Python exception, under the hood
+        // which we need to check for before blindly continuing:
+        PythonException::raise();
+
         inputStream->setPosition(originalStreamPosition);
         if (inputStream->getPosition() != originalStreamPosition) {
           throw std::runtime_error(
-              "Input file-like object did not seek to expected position. The "
-              "provided file-like object must be fully seekable to allow "
+              "Input file-like object did not seek to the expected position. "
+              "The provided file-like object must be fully seekable to allow "
               "reading audio files.");
         }
       }
@@ -110,6 +115,7 @@ class ReadableAudioFile
         }
 
         if (!fileLooksLikeAnMP3) {
+          PythonException::raise();
           throw std::domain_error(
               "Failed to open audio file-like object: stream does not seem to "
               "contain a known or supported format. (If trying to open an MP3 "
@@ -119,12 +125,15 @@ class ReadableAudioFile
       }
     }
 
+    PythonException::raise();
+
     if (!reader)
       throw std::domain_error(
-          "Failed to open audio file-like object: file \"" + filename +
-          "\" does not seem to contain a known or supported format.");
+          "Failed to open audio file-like object: " +
+          inputStream->getRepresentation() +
+          " does not seem to contain a known or supported format.");
 
-    raisePendingPythonExceptions();
+    PythonException::raise();
   }
 
   double getSampleRate() const {
@@ -226,22 +235,25 @@ class ReadableAudioFile
       }
 
       if (reader->usesFloatingPointData || reader->bitsPerSample == 32) {
-        if (!reader->read(channelPointers, numChannels, currentPosition,
-                          numSamples)) {
+        auto readResult = reader->read(channelPointers, numChannels,
+                                       currentPosition, numSamples);
+        PythonException::raise();
+
+        if (!readResult) {
           throw std::runtime_error("Failed to read from file.");
         }
-        raisePendingPythonExceptions();
       } else {
         // If the audio is stored in an integral format, read it as integers
         // and do the floating-point conversion ourselves to work around
         // floating-point imprecision in JUCE when reading formats smaller than
         // 32-bit (i.e.: 16-bit audio is off by about 0.003%)
-
-        if (!reader->readSamples((int **)channelPointers, numChannels, 0,
-                                 currentPosition, numSamples)) {
+        auto readResult =
+            reader->readSamples((int **)channelPointers, numChannels, 0,
+                                currentPosition, numSamples);
+        PythonException::raise();
+        if (!readResult) {
           throw std::runtime_error("Failed to read from file.");
         }
-        raisePendingPythonExceptions();
 
         // When converting 24-bit, 16-bit, or 8-bit data from int to float,
         // the values provided by the above read() call are shifted left
@@ -342,11 +354,12 @@ class ReadableAudioFile
           channelPointers[c] = ((int *)outputInfo.ptr) + (numSamples * c);
         }
 
-        if (!reader->readSamples(channelPointers, numChannels, 0,
-                                 currentPosition, numSamples)) {
+        auto readResult = reader->readSamples(channelPointers, numChannels, 0,
+                                              currentPosition, numSamples);
+        PythonException::raise();
+        if (!readResult) {
           throw std::runtime_error("Failed to read from file.");
         }
-        raisePendingPythonExceptions();
       } else {
         // Read the file in smaller chunks, converting from int32 to the
         // appropriate output format as we go:
@@ -365,12 +378,15 @@ class ReadableAudioFile
             channelPointers[c] = intBuffers[c].data();
           }
 
-          if (!reader->readSamples(channelPointers, numChannels, 0,
-                                   currentPosition + startSample,
-                                   samplesToRead)) {
+          auto readResult =
+              reader->readSamples(channelPointers, numChannels, 0,
+                                  currentPosition + startSample, samplesToRead);
+
+          PythonException::raise();
+
+          if (!readResult) {
             throw std::runtime_error("Failed to read from file.");
           }
-          raisePendingPythonExceptions();
 
           // Convert the data in intBuffers to the output format:
           char shift = 32 - reader->bitsPerSample;
@@ -449,11 +465,6 @@ class ReadableAudioFile
     close();
   }
 
-  void raisePendingPythonExceptions() {
-    if (auto *inputStream = getPythonInputStream())
-      inputStream->raisePendingPythonExceptions();
-  }
-
 private:
   juce::AudioFormatManager formatManager;
   std::string filename;
@@ -472,19 +483,17 @@ inline void init_readable_audio_file(py::module &m) {
       "pedalboard.io.get_supported_read_formats() to see which formats are "
       "supported on the current platform.)")
       .def(py::init([](std::string filename) {
-             return std::make_shared<ReadableAudioFile>(filename);
+             // This definition is only here to provide nice docstrings.
+             throw std::runtime_error(
+                 "Internal error: __init__ should never be called, as this "
+                 "class implements __new__.");
            }),
            py::arg("filename"))
       .def(py::init([](py::object filelike) {
-             if (!isReadableFileLike(filelike)) {
-               throw py::type_error(
-                   "Expected either a filename or a file-like object (with "
-                   "read, seek, seekable, and tell methods), but received: " +
-                   filelike.attr("__repr__")().cast<std::string>());
-             }
-
-             return std::make_shared<ReadableAudioFile>(
-                 std::make_unique<PythonInputStream>(filelike));
+             // This definition is only here to provide nice docstrings.
+             throw std::runtime_error(
+                 "Internal error: __init__ should never be called, as this "
+                 "class implements __new__.");
            }),
            py::arg("file_like"))
       .def_static(
@@ -493,6 +502,20 @@ inline void init_readable_audio_file(py::module &m) {
             return std::make_shared<ReadableAudioFile>(filename);
           },
           py::arg("cls"), py::arg("filename"))
+      .def_static(
+          "__new__",
+          [](const py::object *, py::object filelike) {
+            if (!isReadableFileLike(filelike)) {
+              throw py::type_error(
+                  "Expected either a filename or a file-like object (with "
+                  "read, seek, seekable, and tell methods), but received: " +
+                  py::repr(filelike).cast<std::string>());
+            }
+
+            return std::make_shared<ReadableAudioFile>(
+                std::make_unique<PythonInputStream>(filelike));
+          },
+          py::arg("cls"), py::arg("file_like"))
       .def(
           "read", &ReadableAudioFile::read, py::arg("num_frames") = 0,
           "Read the given number of frames (samples in each channel) from this "
@@ -526,10 +549,7 @@ inline void init_readable_audio_file(py::module &m) {
                ss << " filename=\"" << file.getFilename() << "\"";
              } else if (PythonInputStream *stream =
                             file.getPythonInputStream()) {
-               ss << " file_like="
-                  << stream->getFileLikeObject()
-                         .attr("__repr__")()
-                         .cast<std::string>();
+               ss << " file_like=" << stream->getRepresentation();
              }
 
              if (file.isClosed()) {
diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index 8f3c21429..9155a2900 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -26,6 +26,7 @@
 #include "../BufferUtils.h"
 #include "../JuceHeader.h"
 #include "AudioFile.h"
+#include "PythonOutputStream.h"
 
 namespace py = pybind11;
 
@@ -190,7 +191,14 @@ class WriteableAudioFile
       std::string filename, double writeSampleRate, int numChannels = 1,
       int bitDepth = 16,
       std::optional<std::variant<std::string, float>> qualityInput = {})
-      : filename(filename) {
+      : WriteableAudioFile(filename, nullptr, writeSampleRate, numChannels,
+                           bitDepth, qualityInput) {}
+
+  WriteableAudioFile(
+      std::string filename,
+      std::unique_ptr<PythonOutputStream> pythonOutputStream,
+      double writeSampleRate, int numChannels = 1, int bitDepth = 16,
+      std::optional<std::variant<std::string, float>> qualityInput = {}) {
     pybind11::gil_scoped_release release;
 
     if (!isInteger(writeSampleRate)) {
@@ -209,28 +217,63 @@ class WriteableAudioFile
     }
 
     formatManager.registerBasicFormats();
-    juce::File file(filename);
+    std::unique_ptr<juce::OutputStream> outputStream;
+    juce::AudioFormat *format = nullptr;
+    std::string extension;
+
+    if (pythonOutputStream) {
+      // Use the pythonOutputStream's filename if possible, falling back to the
+      // provided filename string (which should contain an extension) if
+      // necessary.
+      std::string filenameOrFormat;
+      if (!filename.empty()) {
+        filenameOrFormat = ("." + filename);
+      } else if (auto streamName = pythonOutputStream->getFilename()) {
+        filenameOrFormat = streamName.value();
+      }
 
-    std::unique_ptr<AutoDeleteFileOutputStream> outputStream =
-        AutoDeleteFileOutputStream::createOutputStream(file);
-    if (!outputStream->openedOk()) {
-      throw std::domain_error("Unable to open audio file for writing: " +
-                              filename);
-    }
+      juce::File file(filenameOrFormat);
+      extension = file.getFileExtension().toStdString();
 
-    juce::AudioFormat *format =
-        formatManager.findFormatForFileExtension(file.getFileExtension());
+      format = formatManager.findFormatForFileExtension(extension);
 
-    if (!format) {
-      if (file.getFileExtension().isEmpty()) {
-        throw std::domain_error("No file extension provided - cannot detect "
-                                "audio format to write with for file path: " +
+      if (!format) {
+        if (pythonOutputStream->getFilename()) {
+          throw std::domain_error("Unable to detect audio format to use for "
+                                  "file-like object with filename: " +
+                                  pythonOutputStream->getFilename().value());
+        } else {
+          throw std::domain_error(
+              "Provided format argument (\"" + filename +
+              "\") does not correspond to a supported file type.");
+        }
+      }
+
+      unsafeOutputStream = pythonOutputStream.get();
+      outputStream = std::move(pythonOutputStream);
+    } else {
+      juce::File file(filename);
+      extension = file.getFileExtension().toStdString();
+
+      outputStream = AutoDeleteFileOutputStream::createOutputStream(file);
+      if (!static_cast<juce::FileOutputStream *>(outputStream.get())
+               ->openedOk()) {
+        throw std::domain_error("Unable to open audio file for writing: " +
                                 filename);
       }
 
-      throw std::domain_error(
-          "Unable to detect audio format for file extension: " +
-          file.getFileExtension().toStdString());
+      format = formatManager.findFormatForFileExtension(extension);
+
+      if (!format) {
+        if (extension.empty()) {
+          throw std::domain_error("No file extension provided - cannot detect "
+                                  "audio format to write with for filename: " +
+                                  filename);
+        }
+
+        throw std::domain_error(
+            "Unable to detect audio format for file extension: " + extension);
+      }
     }
 
     // Normalize the input to a string here, as we need to do parsing anyways:
@@ -259,13 +302,14 @@ class WriteableAudioFile
                                          numChannels, bitDepth, emptyMetadata,
                                          qualityOptionIndex));
     if (!writer) {
+      PythonException::raise();
+
       // Check common errors first:
       juce::Array<int> possibleSampleRates = format->getPossibleSampleRates();
 
       if (possibleSampleRates.isEmpty()) {
         throw std::domain_error(
-            file.getFileExtension().toStdString() +
-            " audio files are not writable with Pedalboard.");
+            extension + " audio files are not writable with Pedalboard.");
       }
 
       if (!possibleSampleRates.contains((int)writeSampleRate)) {
@@ -286,8 +330,7 @@ class WriteableAudioFile
 
       if (possibleBitDepths.isEmpty()) {
         throw std::domain_error(
-            file.getFileExtension().toStdString() +
-            " audio files are not writable with Pedalboard.");
+            extension + " audio files are not writable with Pedalboard.");
       }
 
       if (!possibleBitDepths.contains((int)bitDepth)) {
@@ -312,12 +355,16 @@ class WriteableAudioFile
       }
 
       throw std::domain_error(
-          "Unable to create audio file writer with samplerate=" +
-          std::to_string(writeSampleRate) +
+          "Unable to create " + format->getFormatName().toStdString() +
+          " writer with samplerate=" + std::to_string(writeSampleRate) +
           ", num_channels=" + std::to_string(numChannels) + ", bit_depth=" +
           std::to_string(bitDepth) + ", and quality=" + humanReadableQuality);
     } else {
+      // If we have a writer object, it now owns the OutputStream we passed in
+      // - so we need to release it before possibly throwing an exception, or
+      // the stream will leak.
       outputStream.release();
+      PythonException::raise();
     }
   }
 
@@ -372,7 +419,7 @@ class WriteableAudioFile
       return;
     } else if (numChannels != getNumChannels()) {
       throw std::runtime_error(
-          "WritableAudioFile was opened with num_channels=" +
+          "WriteableAudioFile was opened with num_channels=" +
           std::to_string(getNumChannels()) +
           ", but was passed an array containing " +
           std::to_string(numChannels) + "-channel audio!");
@@ -413,6 +460,7 @@ class WriteableAudioFile
         if (!write(channelPointers, numChannels, samplesToWrite)) {
           throw std::runtime_error("Unable to write data to audio file.");
         }
+        PythonException::raise();
       }
 
       break;
@@ -427,6 +475,7 @@ class WriteableAudioFile
       if (!write(channelPointers, numChannels, numSamples)) {
         throw std::runtime_error("Unable to write data to audio file.");
       }
+      PythonException::raise();
       break;
     }
     default:
@@ -610,11 +659,26 @@ class WriteableAudioFile
     close();
   }
 
+  PythonOutputStream *getPythonOutputStream() const {
+    if (!filename.empty()) {
+      return nullptr;
+    }
+    if (!writer) {
+      return nullptr;
+    }
+
+    // the AudioFormatWriter retains exclusive ownership over the output stream,
+    // and doesn't expose it - so we keep our own reference (which may be
+    // deallocated out from under us!)
+    return unsafeOutputStream;
+  }
+
 private:
   juce::AudioFormatManager formatManager;
   std::string filename;
   std::optional<std::string> quality;
   std::unique_ptr<juce::AudioFormatWriter> writer;
+  PythonOutputStream *unsafeOutputStream = nullptr;
   juce::CriticalSection objectLock;
   int framesWritten = 0;
 };
@@ -631,12 +695,26 @@ inline void init_writeable_audio_file(py::module &m) {
           py::init([](std::string filename, double sampleRate, int numChannels,
                       int bitDepth,
                       std::optional<std::variant<std::string, float>> quality) {
-            return std::make_shared<WriteableAudioFile>(
-                filename, sampleRate, numChannels, bitDepth, quality);
+            // This definition is only here to provide nice docstrings.
+            throw std::runtime_error(
+                "Internal error: __init__ should never be called, as this "
+                "class implements __new__.");
           }),
           py::arg("filename"), py::arg("samplerate"),
           py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
           py::arg("quality") = py::none())
+      .def(py::init([](py::object filelike, double sampleRate, int numChannels,
+                       int bitDepth,
+                       std::optional<std::variant<std::string, float>> quality,
+                       std::optional<std::string> format) {
+             // This definition is only here to provide nice docstrings.
+             throw std::runtime_error(
+                 "Internal error: __init__ should never be called, as this "
+                 "class implements __new__.");
+           }),
+           py::arg("file_like"), py::arg("samplerate"),
+           py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
+           py::arg("quality") = py::none(), py::arg("format") = py::none())
       .def_static(
           "__new__",
           [](const py::object *, std::string filename,
@@ -653,6 +731,43 @@ inline void init_writeable_audio_file(py::module &m) {
           py::arg("cls"), py::arg("filename"),
           py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
           py::arg("bit_depth") = 16, py::arg("quality") = py::none())
+      .def_static(
+          "__new__",
+          [](const py::object *, py::object filelike,
+             std::optional<double> sampleRate, int numChannels, int bitDepth,
+             std::optional<std::variant<std::string, float>> quality,
+             std::optional<std::string> format) {
+            if (!sampleRate) {
+              throw py::type_error(
+                  "Opening an audio file for writing requires a samplerate "
+                  "argument to be provided.");
+            }
+            if (!isWriteableFileLike(filelike)) {
+              throw py::type_error(
+                  "Expected either a filename or a file-like object (with "
+                  "write, seek, seekable, and tell methods), but received: " +
+                  py::repr(filelike).cast<std::string>());
+            }
+
+            auto stream = std::make_unique<PythonOutputStream>(filelike);
+            if (!format && !stream->getFilename()) {
+              throw py::type_error(
+                  "Unable to infer audio file format for writing. Expected "
+                  "either a \".name\" property on the provided file-like "
+                  "object (" +
+                  py::repr(filelike).cast<std::string>() +
+                  ") or an explicit file format passed as the \"format=\" "
+                  "argument.");
+            }
+
+            return std::make_shared<WriteableAudioFile>(
+                format.value_or(""), std::move(stream), sampleRate.value(),
+                numChannels, bitDepth, quality);
+          },
+          py::arg("cls"), py::arg("file_like"),
+          py::arg("samplerate") = py::none(), py::arg("num_channels") = 1,
+          py::arg("bit_depth") = 16, py::arg("quality") = py::none(),
+          py::arg("format") = py::none())
       .def(
           "write",
           [](WriteableAudioFile &file, py::array_t<char> samples) {
@@ -725,9 +840,14 @@ inline void init_writeable_audio_file(py::module &m) {
            [](const WriteableAudioFile &file) {
              std::ostringstream ss;
              ss << "<pedalboard.io.WriteableAudioFile";
+
              if (!file.getFilename().empty()) {
                ss << " filename=\"" << file.getFilename() << "\"";
+             } else if (PythonOutputStream *stream =
+                            file.getPythonOutputStream()) {
+               ss << " file_like=" << stream->getRepresentation();
              }
+
              if (file.isClosed()) {
                ss << " closed";
              } else {
diff --git a/tests/test_io.py b/tests/test_io.py
index e4252bf9a..1cc24e586 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -331,10 +331,7 @@ def test_read_mp3_from_named_stream(mp3_filename: str):
 
 def test_file_like_exceptions_propagate():
     audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
-
-    with open(audio_filename, "rb") as f:
-        stream = io.BytesIO(f.read())
-
+    stream = open(audio_filename, "rb")
     stream_read = stream.read
 
     call_count = [0]
@@ -369,12 +366,92 @@ def test_file_like_must_be_seekable():
     assert "seekable" in str(e)
 
 
+def test_no_crash_if_type_error_on_file_like():
+    audio_filename = FILENAMES_AND_SAMPLERATES[0][0]
+
+    with open(audio_filename, "rb") as f:
+        stream = io.BytesIO(f.read())
+
+    # Seekable should be a method, not a property:
+    stream.seekable = False
+
+    with pytest.raises(TypeError) as e:
+        with pedalboard.io.AudioFile(stream):
+            pass
+
+    assert "bool" in str(e)
+
+
 def test_write_fails_without_extension(tmp_path: pathlib.Path):
     dest_path = str(tmp_path / "no_extension")
     with pytest.raises(ValueError):
         pedalboard.io.AudioFile(dest_path, "w", 44100, 1)
 
 
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+def test_write_to_stream_supports_format(extension: str):
+    assert pedalboard.io.AudioFile(io.BytesIO(), "w", 44100, 2, format=extension) is not None
+    assert pedalboard.io.AudioFile(io.BytesIO(), "w", 44100, 2, format=extension[1:]) is not None
+    assert pedalboard.io.WriteableAudioFile(io.BytesIO(), 44100, 2, format=extension) is not None
+    assert (
+        pedalboard.io.WriteableAudioFile(io.BytesIO(), 44100, 2, format=extension[1:]) is not None
+    )
+
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(io.BytesIO(), "w", 44100, 2, format="txt")
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+def test_write_to_stream_prefers_format_over_stream_name(extension: str):
+    stream = io.BytesIO()
+    stream.name = "foo.txt"
+    assert pedalboard.io.AudioFile(stream, "w", 44100, 2, format=extension) is not None
+    assert pedalboard.io.AudioFile(stream, "w", 44100, 2, format=extension[1:]) is not None
+    assert pedalboard.io.WriteableAudioFile(stream, 44100, 2, format=extension) is not None
+    assert pedalboard.io.WriteableAudioFile(stream, 44100, 2, format=extension[1:]) is not None
+
+    with pytest.raises(ValueError):
+        pedalboard.io.AudioFile(stream, "w", 44100, 2)
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+def test_read_from_non_bytes_stream(extension: str):
+    stream = io.StringIO()
+    stream.name = f"foo{extension}"
+
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.AudioFile(stream, "r")
+
+    assert "expected to return bytes" in str(e)
+    assert "returned str" in str(e)
+
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.ReadableAudioFile(stream)
+
+    assert "expected to return bytes" in str(e)
+    assert "returned str" in str(e)
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+def test_write_to_non_bytes_stream(extension: str):
+    stream = io.StringIO()
+
+    try:
+        stream.write(b"")
+    except TypeError as e:
+        expected_message = e.args[0]
+
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.AudioFile(stream, "w", 44100, 2, format=extension)
+
+    assert expected_message in str(e)
+
+    with pytest.raises(TypeError) as e:
+        pedalboard.io.WriteableAudioFile(stream, 44100, 2, format=extension)
+
+    assert expected_message in str(e)
+
+
 def test_fails_gracefully():
     with pytest.raises(ValueError):
         pedalboard.io.AudioFile(__file__)
@@ -511,7 +588,64 @@ def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
 
     with pedalboard.io.ReadableAudioFile(filename) as af:
         as_written = af.read(len(signal))[0]
-        np.testing.assert_allclose(original, as_written, atol=2 / (2 ** 15))
+        np.testing.assert_allclose(original, as_written, atol=2 / (2**15))
+
+
+@pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())
+@pytest.mark.parametrize(
+    "samplerate", [8000, 11025, 12000, 16000, 22050, 32000, 44100, 48000, 88200, 96000]
+)
+@pytest.mark.parametrize("num_channels", [1, 2, 3])
+@pytest.mark.parametrize("transposed", [False, True])
+@pytest.mark.parametrize("input_format", [np.float32, np.float64, np.int8, np.int16, np.int32])
+def test_write_to_seekable_stream(
+    extension: str, samplerate: float, num_channels: int, transposed: bool, input_format
+):
+    original_audio = generate_sine_at(samplerate, num_channels=num_channels)
+
+    write_bit_depth = 16
+
+    # Not all formats support full 32-bit depth:
+    if extension in {".wav"} and np.issubdtype(input_format, np.signedinteger):
+        write_bit_depth = np.dtype(input_format).itemsize * 8
+
+    # Handle integer audio types by scaling the floating-point data to the full integer range:
+    if np.issubdtype(input_format, np.signedinteger):
+        _max = np.iinfo(input_format).max
+        audio = (original_audio * _max).astype(input_format)
+    else:
+        _max = 1.0
+        audio = original_audio.astype(input_format)
+
+    # Before writing, assert that the data we're about to write is what we expect:
+    tolerance = get_tolerance_for_format_and_bit_depth(".wav", input_format, "int16")
+    np.testing.assert_allclose(original_audio, audio.astype(np.float32) / _max, atol=tolerance)
+
+    num_samples = audio.shape[-1]
+
+    stream = io.BytesIO()
+    stream.name = f"my_file{extension}"
+
+    with pedalboard.io.WriteableAudioFile(
+        stream,
+        samplerate=samplerate,
+        num_channels=num_channels,
+        bit_depth=write_bit_depth,
+    ) as af:
+        if transposed:
+            af.write(audio.T)
+        else:
+            af.write(audio)
+
+    assert stream.tell() > 0
+    stream.seek(0)
+
+    with pedalboard.io.AudioFile(stream) as af:
+        assert af.samplerate == samplerate
+        assert af.channels == num_channels
+        tolerance = get_tolerance_for_format_and_bit_depth(extension, input_format, af.file_dtype)
+        as_written = af.read(num_samples)
+        np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
 
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())

From 8247fffd8e8da958df63cdad55c4ee44249428f6 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 09:59:50 -0500
Subject: [PATCH 33/43] Formatting.

---
 tests/test_io.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index 1cc24e586..5003d2e14 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -588,7 +588,7 @@ def test_basic_write_int32_to_16_bit_wav(tmp_path: pathlib.Path):
 
     with pedalboard.io.ReadableAudioFile(filename) as af:
         as_written = af.read(len(signal))[0]
-        np.testing.assert_allclose(original, as_written, atol=2 / (2**15))
+        np.testing.assert_allclose(original, as_written, atol=2 / (2 ** 15))
 
 
 @pytest.mark.parametrize("extension", pedalboard.io.get_supported_write_formats())

From 3d9051d6e9257200ab75793b647a1894d5f2a6c0 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 10:03:06 -0500
Subject: [PATCH 34/43] Add missing lambda return type annotations.

---
 pedalboard/io/ReadableAudioFile.h  |  4 ++--
 pedalboard/io/WriteableAudioFile.h | 31 +++++++++++++++---------------
 2 files changed, 18 insertions(+), 17 deletions(-)

diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
index 622a824e2..35d7e4edb 100644
--- a/pedalboard/io/ReadableAudioFile.h
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -482,14 +482,14 @@ inline void init_readable_audio_file(py::module &m) {
       "platforms, other formats may also be readable. (Use "
       "pedalboard.io.get_supported_read_formats() to see which formats are "
       "supported on the current platform.)")
-      .def(py::init([](std::string filename) {
+      .def(py::init([](std::string filename) -> ReadableAudioFile * {
              // This definition is only here to provide nice docstrings.
              throw std::runtime_error(
                  "Internal error: __init__ should never be called, as this "
                  "class implements __new__.");
            }),
            py::arg("filename"))
-      .def(py::init([](py::object filelike) {
+      .def(py::init([](py::object filelike) -> ReadableAudioFile * {
              // This definition is only here to provide nice docstrings.
              throw std::runtime_error(
                  "Internal error: __init__ should never be called, as this "
diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index 9155a2900..de745b3eb 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -691,27 +691,28 @@ inline void init_writeable_audio_file(py::module &m) {
       "MP3, WAV, FLAC, and AIFF files on all operating systems. (Use "
       "pedalboard.io.get_supported_write_formats() to see which formats are "
       "supported on the current platform.)")
-      .def(
-          py::init([](std::string filename, double sampleRate, int numChannels,
-                      int bitDepth,
-                      std::optional<std::variant<std::string, float>> quality) {
-            // This definition is only here to provide nice docstrings.
-            throw std::runtime_error(
-                "Internal error: __init__ should never be called, as this "
-                "class implements __new__.");
-          }),
-          py::arg("filename"), py::arg("samplerate"),
-          py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
-          py::arg("quality") = py::none())
-      .def(py::init([](py::object filelike, double sampleRate, int numChannels,
+      .def(py::init([](std::string filename, double sampleRate, int numChannels,
                        int bitDepth,
-                       std::optional<std::variant<std::string, float>> quality,
-                       std::optional<std::string> format) {
+                       std::optional<std::variant<std::string, float>> quality)
+                        -> WriteableAudioFile * {
              // This definition is only here to provide nice docstrings.
              throw std::runtime_error(
                  "Internal error: __init__ should never be called, as this "
                  "class implements __new__.");
            }),
+           py::arg("filename"), py::arg("samplerate"),
+           py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
+           py::arg("quality") = py::none())
+      .def(py::init(
+               [](py::object filelike, double sampleRate, int numChannels,
+                  int bitDepth,
+                  std::optional<std::variant<std::string, float>> quality,
+                  std::optional<std::string> format) -> WriteableAudioFile * {
+                 // This definition is only here to provide nice docstrings.
+                 throw std::runtime_error(
+                     "Internal error: __init__ should never be called, as this "
+                     "class implements __new__.");
+               }),
            py::arg("file_like"), py::arg("samplerate"),
            py::arg("num_channels") = 1, py::arg("bit_depth") = 16,
            py::arg("quality") = py::none(), py::arg("format") = py::none())

From 53b91b850df8af4403b533920d9e88af3bc7f566 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 10:27:59 -0500
Subject: [PATCH 35/43] Fix missing GIL around re-raised exceptions.

---
 pedalboard/io/PythonInputStream.h  | 17 ++++++++++-------
 pedalboard/io/PythonOutputStream.h | 29 +++++++++++++++++++++++++----
 pedalboard/io/WriteableAudioFile.h |  6 +++---
 3 files changed, 38 insertions(+), 14 deletions(-)

diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
index 9bfc5411c..5d77dbc07 100644
--- a/pedalboard/io/PythonInputStream.h
+++ b/pedalboard/io/PythonInputStream.h
@@ -46,11 +46,12 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
   }
 
   bool isSeekable() noexcept {
+    py::gil_scoped_acquire acquire;
+
     if (PythonException::isPending())
       return false;
 
     try {
-      py::gil_scoped_acquire acquire;
       return fileLike.attr("seekable")().cast<bool>();
     } catch (py::error_already_set e) {
       e.restore();
@@ -62,11 +63,11 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
   }
 
   juce::int64 getTotalLength() noexcept {
+    py::gil_scoped_acquire acquire;
+
     if (PythonException::isPending())
       return -1;
 
-    py::gil_scoped_acquire acquire;
-
     // TODO: Try reading a couple of Python properties that may contain the
     // total length: urllib3.response.HTTPResponse provides `length_remaining`,
     // for instance
@@ -147,6 +148,8 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
   }
 
   bool isExhausted() noexcept {
+    py::gil_scoped_acquire acquire;
+
     if (PythonException::isPending())
       return true;
 
@@ -155,7 +158,6 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
     }
 
     try {
-      py::gil_scoped_acquire acquire;
       return fileLike.attr("tell")().cast<juce::int64>() == getTotalLength();
     } catch (py::error_already_set e) {
       e.restore();
@@ -167,11 +169,12 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
   }
 
   juce::int64 getPosition() noexcept {
+    py::gil_scoped_acquire acquire;
+
     if (PythonException::isPending())
       return -1;
 
     try {
-      py::gil_scoped_acquire acquire;
       return fileLike.attr("tell")().cast<juce::int64>();
     } catch (py::error_already_set e) {
       e.restore();
@@ -183,12 +186,12 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
   }
 
   bool setPosition(juce::int64 pos) noexcept {
+    py::gil_scoped_acquire acquire;
+
     if (PythonException::isPending())
       return false;
 
     try {
-      py::gil_scoped_acquire acquire;
-
       if (fileLike.attr("seekable")().cast<bool>()) {
         fileLike.attr("seek")(pos);
       }
diff --git a/pedalboard/io/PythonOutputStream.h b/pedalboard/io/PythonOutputStream.h
index a4eb15036..4bf86dafa 100644
--- a/pedalboard/io/PythonOutputStream.h
+++ b/pedalboard/io/PythonOutputStream.h
@@ -47,6 +47,7 @@ class PythonOutputStream : public juce::OutputStream, public PythonFileLike {
 
   virtual void flush() noexcept override {
     py::gil_scoped_acquire acquire;
+
     try {
       if (py::hasattr(fileLike, "flush")) {
         fileLike.attr("flush")();
@@ -91,11 +92,31 @@ class PythonOutputStream : public juce::OutputStream, public PythonFileLike {
 
   virtual bool writeRepeatedByte(juce::uint8 byte,
                                  size_t numTimesToRepeat) noexcept override {
-    // TODO: This could be made faster, but is it ever actually called?
-    for (int i = 0; i < numTimesToRepeat; i++) {
-      if (!write(&byte, 1)) {
-        return false;
+    py::gil_scoped_acquire acquire;
+
+    try {
+      const size_t maxEffectiveSize =
+          std::min(numTimesToRepeat, 8192UL);
+      std::vector<char> buffer(maxEffectiveSize, byte);
+
+      for (size_t i = 0; i < numTimesToRepeat; i += buffer.size()) {
+        const size_t chunkSize = std::min(numTimesToRepeat - i, buffer.size());
+
+        int bytesWritten = fileLike
+                               .attr("write")(py::bytes(
+                                   (const char *)buffer.data(), chunkSize))
+                               .cast<int>();
+
+        if (bytesWritten != chunkSize) {
+          return false;
+        }
       }
+    } catch (py::error_already_set e) {
+      e.restore();
+      return false;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return false;
     }
 
     return true;
diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index de745b3eb..97148e40e 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -688,9 +688,9 @@ inline void init_writeable_audio_file(py::module &m) {
              std::shared_ptr<WriteableAudioFile>>(
       m, "WriteableAudioFile",
       "An audio file writer interface, with native support for Ogg Vorbis, "
-      "MP3, WAV, FLAC, and AIFF files on all operating systems. (Use "
-      "pedalboard.io.get_supported_write_formats() to see which formats are "
-      "supported on the current platform.)")
+      "WAV, FLAC, and AIFF files on all operating systems. (Use "
+      "pedalboard.io.get_supported_write_formats() to see which additional "
+      "formats are supported on the current platform.)")
       .def(py::init([](std::string filename, double sampleRate, int numChannels,
                        int bitDepth,
                        std::optional<std::variant<std::string, float>> quality)

From 39bb632326cd4d3ed2b1e68f3f0551568afaa518 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 10:30:56 -0500
Subject: [PATCH 36/43] C++ formatting.

---
 pedalboard/io/PythonOutputStream.h | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/pedalboard/io/PythonOutputStream.h b/pedalboard/io/PythonOutputStream.h
index 4bf86dafa..2316490cc 100644
--- a/pedalboard/io/PythonOutputStream.h
+++ b/pedalboard/io/PythonOutputStream.h
@@ -95,8 +95,7 @@ class PythonOutputStream : public juce::OutputStream, public PythonFileLike {
     py::gil_scoped_acquire acquire;
 
     try {
-      const size_t maxEffectiveSize =
-          std::min(numTimesToRepeat, 8192UL);
+      const size_t maxEffectiveSize = std::min(numTimesToRepeat, 8192UL);
       std::vector<char> buffer(maxEffectiveSize, byte);
 
       for (size_t i = 0; i < numTimesToRepeat; i += buffer.size()) {

From e4c8b663dacd71125da1a83fbd4b37b4df5b87ed Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 11:20:45 -0500
Subject: [PATCH 37/43] Fix Python 3.10 crash when reading bytes from Python.

---
 pedalboard/io/PythonInputStream.h  | 80 ++++++++++++++++--------------
 pedalboard/io/PythonOutputStream.h |  2 +-
 pedalboard/io/ReadableAudioFile.h  |  2 +-
 pedalboard/io/WriteableAudioFile.h | 14 +++---
 tests/test_io.py                   | 28 ++++++-----
 5 files changed, 68 insertions(+), 58 deletions(-)

diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
index 5d77dbc07..1c9a7870c 100644
--- a/pedalboard/io/PythonInputStream.h
+++ b/pedalboard/io/PythonInputStream.h
@@ -102,49 +102,57 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
     if (PythonException::isPending())
       return 0;
 
-    py::bytes resultBytes;
-    {
-      py::gil_scoped_acquire acquire;
-      try {
-        auto readResult = fileLike.attr("read")(bytesToRead);
-
-        if (!py::isinstance<py::bytes>(readResult)) {
-          std::string message =
-              "File-like object passed to AudioFile was expected to return "
-              "bytes from its read(...) method, but "
-              "returned " +
-              py::str(readResult.get_type().attr("__name__"))
-                  .cast<std::string>() +
-              ".";
-
-          if (py::hasattr(fileLike, "mode") &&
-              fileLike.attr("mode").cast<std::string>() == "r") {
-            message += " (Try opening the stream in \"rb\" mode instead of "
-                       "\"r\" mode if possible.)";
-          }
-
-          throw py::type_error(message);
-          return 0;
+    py::gil_scoped_acquire acquire;
+    try {
+      auto readResult = fileLike.attr("read")(bytesToRead);
+
+      if (!py::isinstance<py::bytes>(readResult)) {
+        std::string message =
+            "File-like object passed to AudioFile was expected to return "
+            "bytes from its read(...) method, but "
+            "returned " +
+            py::str(readResult.get_type().attr("__name__"))
+                .cast<std::string>() +
+            ".";
+
+        if (py::hasattr(fileLike, "mode") &&
+            py::str(fileLike.attr("mode")).cast<std::string>() == "r") {
+          message += " (Try opening the stream in \"rb\" mode instead of "
+                     "\"r\" mode if possible.)";
         }
 
-        resultBytes = readResult.cast<py::bytes>();
-      } catch (py::error_already_set e) {
-        e.restore();
-        return 0;
-      } catch (const py::builtin_exception &e) {
-        e.set_error();
+        throw py::type_error(message);
         return 0;
       }
-    }
 
-    std::string resultAsString = resultBytes;
-    std::memcpy((char *)buffer, (char *)resultAsString.data(),
-                resultAsString.size());
+      py::bytes bytesObject = readResult.cast<py::bytes>();
+      char *pythonBuffer = nullptr;
+      ssize_t pythonLength = 0;
+
+      if (PYBIND11_BYTES_AS_STRING_AND_SIZE(bytesObject.ptr(), &pythonBuffer,
+                                            &pythonLength)) {
+        throw py::buffer_error(
+            "Internal error: failed to read bytes from bytes object!");
+      }
+
+      if (!buffer && pythonLength > 0) {
+        throw py::buffer_error("Internal error: bytes pointer is null, but a "
+                               "non-zero number of bytes were returned!");
+      }
 
-    int bytesCopied = resultAsString.size();
+      if (buffer && pythonLength) {
+        std::memcpy(buffer, pythonBuffer, pythonLength);
+      }
 
-    lastReadWasSmallerThanExpected = bytesToRead > bytesCopied;
-    return bytesCopied;
+      lastReadWasSmallerThanExpected = bytesToRead > pythonLength;
+      return pythonLength;
+    } catch (py::error_already_set e) {
+      e.restore();
+      return 0;
+    } catch (const py::builtin_exception &e) {
+      e.set_error();
+      return 0;
+    }
   }
 
   bool isExhausted() noexcept {
diff --git a/pedalboard/io/PythonOutputStream.h b/pedalboard/io/PythonOutputStream.h
index 2316490cc..035f8ff65 100644
--- a/pedalboard/io/PythonOutputStream.h
+++ b/pedalboard/io/PythonOutputStream.h
@@ -95,7 +95,7 @@ class PythonOutputStream : public juce::OutputStream, public PythonFileLike {
     py::gil_scoped_acquire acquire;
 
     try {
-      const size_t maxEffectiveSize = std::min(numTimesToRepeat, 8192UL);
+      const size_t maxEffectiveSize = std::min(numTimesToRepeat, (size_t)8192);
       std::vector<char> buffer(maxEffectiveSize, byte);
 
       for (size_t i = 0; i < numTimesToRepeat; i += buffer.size()) {
diff --git a/pedalboard/io/ReadableAudioFile.h b/pedalboard/io/ReadableAudioFile.h
index 35d7e4edb..fe9fe53f9 100644
--- a/pedalboard/io/ReadableAudioFile.h
+++ b/pedalboard/io/ReadableAudioFile.h
@@ -572,7 +572,7 @@ inline void init_readable_audio_file(py::module &m) {
       .def_property_readonly("samplerate", &ReadableAudioFile::getSampleRate,
                              "The sample rate of this file in samples "
                              "(per channel) per second (Hz).")
-      .def_property_readonly("channels", &ReadableAudioFile::getNumChannels,
+      .def_property_readonly("num_channels", &ReadableAudioFile::getNumChannels,
                              "The number of channels in this file.")
       .def_property_readonly("frames", &ReadableAudioFile::getLengthInSamples,
                              "The total number of frames (samples per "
diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index 97148e40e..b6784973a 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -225,16 +225,15 @@ class WriteableAudioFile
       // Use the pythonOutputStream's filename if possible, falling back to the
       // provided filename string (which should contain an extension) if
       // necessary.
-      std::string filenameOrFormat;
       if (!filename.empty()) {
-        filenameOrFormat = ("." + filename);
+        extension = filename;
       } else if (auto streamName = pythonOutputStream->getFilename()) {
-        filenameOrFormat = streamName.value();
+        // Dummy-stream-filename added here to avoid a JUCE assertion
+        // if the stream name doesn't start with a slash.
+        juce::File file(File::getSeparatorString().toStdString() + "dummy-stream-filename-" + streamName.value());
+        extension = file.getFileExtension().toStdString();
       }
 
-      juce::File file(filenameOrFormat);
-      extension = file.getFileExtension().toStdString();
-
       format = formatManager.findFormatForFileExtension(extension);
 
       if (!format) {
@@ -869,7 +868,8 @@ inline void init_writeable_audio_file(py::module &m) {
       .def_property_readonly("samplerate", &WriteableAudioFile::getSampleRate,
                              "The sample rate of this file in samples "
                              "(per channel) per second (Hz).")
-      .def_property_readonly("channels", &WriteableAudioFile::getNumChannels,
+      .def_property_readonly("num_channels",
+                             &WriteableAudioFile::getNumChannels,
                              "The number of channels in this file.")
       .def_property_readonly("frames", &WriteableAudioFile::getFramesWritten,
                              "The total number of frames (samples per "
diff --git a/tests/test_io.py b/tests/test_io.py
index 5003d2e14..ade33c36b 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -148,7 +148,7 @@ def test_basic_formats_available_on_all_platforms(extension: str):
 def test_basic_read(audio_filename: str, samplerate: float):
     af = pedalboard.io.AudioFile(audio_filename)
     assert af.samplerate == samplerate
-    assert af.channels == 1
+    assert af.num_channels == 1
     if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
         assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
     else:
@@ -172,12 +172,14 @@ def test_basic_read(audio_filename: str, samplerate: float):
     assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
 
     assert f"samplerate={int(af.samplerate)}" in repr(af)
-    assert f"num_channels={af.channels}" in repr(af)
+    assert f"num_channels={af.num_channels}" in repr(af)
     assert f"file_dtype={af.file_dtype}" in repr(af)
 
     af.seek(0)
     actual = af.read(af.frames)
-    expected = generate_sine_at(af.samplerate, num_channels=af.channels, num_seconds=af.duration)
+    expected = generate_sine_at(
+        af.samplerate, num_channels=af.num_channels, num_seconds=af.duration
+    )
     # Crop the ends of the file, as lossy formats sometimes don't encode the whole file:
     actual = actual[:, : len(expected)]
     tolerance = get_tolerance_for_format_and_bit_depth(
@@ -188,7 +190,7 @@ def test_basic_read(audio_filename: str, samplerate: float):
     af.close()
 
     with pytest.raises(RuntimeError):
-        af.channels
+        af.num_channels
 
     with pytest.raises(RuntimeError):
         af.read(1)
@@ -207,7 +209,7 @@ def test_read_raw(audio_filename: str, samplerate: float):
 def test_use_reader_as_context_manager(audio_filename: str, samplerate: float):
     with pedalboard.io.AudioFile(audio_filename) as af:
         assert af.samplerate == samplerate
-        assert af.channels == 1
+        assert af.num_channels == 1
         if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
             assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
         else:
@@ -231,10 +233,10 @@ def test_use_reader_as_context_manager(audio_filename: str, samplerate: float):
         assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
 
         assert f"samplerate={int(af.samplerate)}" in repr(af)
-        assert f"num_channels={af.channels}" in repr(af)
+        assert f"num_channels={af.num_channels}" in repr(af)
 
     with pytest.raises(RuntimeError):
-        af.channels
+        af.num_channels
 
     with pytest.raises(RuntimeError):
         af.read(1)
@@ -257,7 +259,7 @@ def test_read_okay_without_extension(
     try:
         with pedalboard.io.AudioFile(dest_path) as af:
             assert af.samplerate == samplerate
-            assert af.channels == 1
+            assert af.num_channels == 1
     except Exception:
         if ".mp3" in audio_filename:
             # Skip this test - due to a bug in JUCE's MP3 reader on Linux/Windows,
@@ -286,7 +288,7 @@ def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
 
     with af:
         assert af.samplerate == samplerate
-        assert af.channels == 1
+        assert af.num_channels == 1
         if any(ext in audio_filename for ext in EXPECT_LENGTH_TO_BE_EXACT):
             assert af.frames == int(samplerate * EXPECTED_DURATION_SECONDS)
         else:
@@ -310,11 +312,11 @@ def test_read_from_seekable_stream(audio_filename: str, samplerate: float):
         assert samples.shape == (1, int(samplerate * EXPECTED_DURATION_SECONDS / 2))
 
         assert f"samplerate={int(af.samplerate)}" in repr(af)
-        assert f"num_channels={af.channels}" in repr(af)
+        assert f"num_channels={af.num_channels}" in repr(af)
         assert repr(stream) in repr(af)
 
     with pytest.raises(RuntimeError):
-        af.channels
+        af.num_channels
 
     with pytest.raises(RuntimeError):
         af.read(1)
@@ -521,7 +523,7 @@ def test_basic_write(
     assert os.path.getsize(filename) > 0
     with pedalboard.io.ReadableAudioFile(filename) as af:
         assert af.samplerate == samplerate
-        assert af.channels == num_channels
+        assert af.num_channels == num_channels
         tolerance = get_tolerance_for_format_and_bit_depth(extension, input_format, af.file_dtype)
         as_written = af.read(num_samples)
         np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)
@@ -642,7 +644,7 @@ def test_write_to_seekable_stream(
 
     with pedalboard.io.AudioFile(stream) as af:
         assert af.samplerate == samplerate
-        assert af.channels == num_channels
+        assert af.num_channels == num_channels
         tolerance = get_tolerance_for_format_and_bit_depth(extension, input_format, af.file_dtype)
         as_written = af.read(num_samples)
         np.testing.assert_allclose(original_audio, np.squeeze(as_written), atol=tolerance)

From 0af3ac5e4f379b7a42b6655840edde968d478ea5 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 11:24:20 -0500
Subject: [PATCH 38/43] Fix dummy stream filename.

---
 pedalboard/io/WriteableAudioFile.h | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index b6784973a..c9873ae16 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -230,7 +230,9 @@ class WriteableAudioFile
       } else if (auto streamName = pythonOutputStream->getFilename()) {
         // Dummy-stream-filename added here to avoid a JUCE assertion
         // if the stream name doesn't start with a slash.
-        juce::File file(File::getSeparatorString().toStdString() + "dummy-stream-filename-" + streamName.value());
+        juce::File file(
+            juce::String(juce::File::getSeparatorString()).toStdString() +
+            "dummy-stream-filename-" + streamName.value());
         extension = file.getFileExtension().toStdString();
       }
 

From 7b63a3b2cad677c95b56a5b98f643ba2c8394dfd Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 11:32:27 -0500
Subject: [PATCH 39/43] Fix size_t on Windows.

---
 pedalboard/io/PythonInputStream.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pedalboard/io/PythonInputStream.h b/pedalboard/io/PythonInputStream.h
index 1c9a7870c..1e75c7e07 100644
--- a/pedalboard/io/PythonInputStream.h
+++ b/pedalboard/io/PythonInputStream.h
@@ -127,7 +127,7 @@ class PythonInputStream : public juce::InputStream, public PythonFileLike {
 
       py::bytes bytesObject = readResult.cast<py::bytes>();
       char *pythonBuffer = nullptr;
-      ssize_t pythonLength = 0;
+      py::ssize_t pythonLength = 0;
 
       if (PYBIND11_BYTES_AS_STRING_AND_SIZE(bytesObject.ptr(), &pythonBuffer,
                                             &pythonLength)) {

From 64766ee5978a38fa2869f71971de400795c05c76 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 11:58:14 -0500
Subject: [PATCH 40/43] Fix flakey exception propagation test.

---
 tests/test_io.py | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index ade33c36b..a0bd3ad52 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -336,22 +336,21 @@ def test_file_like_exceptions_propagate():
     stream = open(audio_filename, "rb")
     stream_read = stream.read
 
-    call_count = [0]
+    should_throw = [False]
 
-    def throw_exception_on_99th_call(*args, **kwargs):
-        call_count[0] += 1
-        if call_count[0] == 99:
-            raise ValueError("Called 99 times!")
+    def eventually_throw_exception(*args, **kwargs):
+        if should_throw[0]:
+            raise ValueError("Some kinda error!")
         return stream_read(*args, **kwargs)
 
-    stream.read = throw_exception_on_99th_call
+    stream.read = eventually_throw_exception
 
     with pedalboard.io.AudioFile(stream) as af:
         assert af.read(1).nbytes > 0
+        should_throw[0] = True
         with pytest.raises(ValueError) as e:
-            for _ in range(100):
-                af.read(100)
-        assert "Called 99 times!" in str(e)
+            af.read(100)
+        assert "Some kinda error!" in str(e)
 
 
 def test_file_like_must_be_seekable():

From 656719bca2fd8838c31184981e128178ca9b0350 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 13:29:32 -0500
Subject: [PATCH 41/43] Fix exception propagation test.

---
 tests/test_io.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/test_io.py b/tests/test_io.py
index a0bd3ad52..4a422e669 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -349,7 +349,8 @@ def eventually_throw_exception(*args, **kwargs):
         assert af.read(1).nbytes > 0
         should_throw[0] = True
         with pytest.raises(ValueError) as e:
-            af.read(100)
+            for _ in range(af.frames - 1):
+                af.read(1)
         assert "Some kinda error!" in str(e)
 
 

From 04392d63842d98f6bfab15043216a646f2f5edf9 Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 14:41:20 -0500
Subject: [PATCH 42/43] Still delete input file if setPosition is called but
 nothing is written.

---
 pedalboard/io/WriteableAudioFile.h | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/pedalboard/io/WriteableAudioFile.h b/pedalboard/io/WriteableAudioFile.h
index c9873ae16..0b58a7283 100644
--- a/pedalboard/io/WriteableAudioFile.h
+++ b/pedalboard/io/WriteableAudioFile.h
@@ -144,11 +144,6 @@ class AutoDeleteFileOutputStream : public juce::FileOutputStream {
     return juce::FileOutputStream::truncate();
   }
 
-  virtual bool setPosition(juce::int64 pos) override {
-    deleteFileOnDestruction = false;
-    return juce::FileOutputStream::setPosition(pos);
-  }
-
   virtual bool write(const void *bytes, size_t len) override {
     if (!hasWrittenToFile) {
       setPosition(0);

From d63368e330491c96ebbfec80b79d6beb621d5e6c Mon Sep 17 00:00:00 2001
From: Peter Sobot <psobot@spotify.com>
Date: Fri, 11 Mar 2022 15:45:31 -0500
Subject: [PATCH 43/43] Skip constructor deletion test on Windows.

---
 tests/test_io.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/tests/test_io.py b/tests/test_io.py
index 4a422e669..b52ae0216 100644
--- a/tests/test_io.py
+++ b/tests/test_io.py
@@ -22,6 +22,7 @@
 import pathlib
 import shutil
 import pytest
+import platform
 import pedalboard
 from typing import Optional
 
@@ -797,6 +798,10 @@ def test_bad_write_quality(tmp_path: pathlib.Path, extension: str, quality):
         pedalboard.io.WriteableAudioFile(filename, samplerate=44100, quality=quality)
 
 
+@pytest.mark.skipif(
+    platform.system() == "Windows",
+    reason="Windows file handling behaves differently, for some reason",
+)
 def test_file_not_created_if_constructor_error_thrown(tmp_path: pathlib.Path):
     filename = str(tmp_path / "test.wav")
     assert not os.path.exists(filename)