From 823e9bba3e36aaa14421353c7d311d0ef69f5bb4 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 14:43:29 +0000 Subject: [PATCH 01/24] WIP --- src/torchcodec/decoders/_core/CMakeLists.txt | 4 +- .../decoders/_core/VideoDecoder.cpp | 69 +++++++++++++++++++ 2 files changed, 72 insertions(+), 1 deletion(-) diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index 688a249d..aa179ee2 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -4,7 +4,8 @@ set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD_REQUIRED ON) find_package(Torch REQUIRED) -set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -pedantic -Werror ${TORCH_CXX_FLAGS}") +# set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -pedantic -Werror ${TORCH_CXX_FLAGS}") +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra ${TORCH_CXX_FLAGS}") find_package(Python3 ${PYTHON_VERSION} EXACT COMPONENTS Development) function(make_torchcodec_library library_name ffmpeg_target) @@ -97,6 +98,7 @@ else() libavformat libavcodec libavutil + libswresample libswscale ) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 0e287a5b..b8362d69 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -23,6 +23,7 @@ extern "C" { #include #include #include +#include #include } @@ -1341,6 +1342,71 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( const AVFrame* avFrame = avFrameStream.avFrame.get(); + AVFrame* output_frame = nullptr; + SwrContext* swr_ctx = NULL; // TODO RAII + + const auto& streamInfo = streamInfos_[activeStreamIndex_]; + const auto& streamMetadata = + containerMetadata_.allStreamMetadata[activeStreamIndex_]; + int sampleRate = static_cast(streamMetadata.sampleRate.value()); + + AVSampleFormat sampleFormat = AV_SAMPLE_FMT_FLTP; + AVChannelLayout layout = streamInfo.codecContext->ch_layout; + + int status = swr_alloc_set_opts2( + &swr_ctx, + &layout, + sampleFormat, + sampleRate, + &layout, + sampleFormat, + sampleRate, + 0, + NULL); + + TORCH_CHECK(status == 0, "IS NULL"); + + if (swr_init(swr_ctx) < 0) { + swr_free(&swr_ctx); + TORCH_CHECK(false, "Failed to initialize the resampling context\n"); + } + + // Allocate output frame + output_frame = av_frame_alloc(); + if (!output_frame) { + swr_free(&swr_ctx); + TORCH_CHECK(false, "Could not allocate output frame\n"); + } + output_frame->ch_layout = layout; + output_frame->sample_rate = sampleRate; + output_frame->format = sampleFormat; + + output_frame->nb_samples = av_rescale_rnd( + swr_get_delay(swr_ctx, sampleRate) + avFrame->nb_samples, + sampleRate, + sampleRate, + AV_ROUND_UP); + + if (av_frame_get_buffer(output_frame, 0) < 0) { + av_frame_free(&output_frame); + swr_free(&swr_ctx); + TORCH_CHECK(false, "Could not allocate output frame samples"); + } + + int ret = swr_convert( + swr_ctx, + output_frame->data, + output_frame->nb_samples, + (const uint8_t**)avFrame->data, + avFrame->nb_samples); + if (ret < 0) { + av_frame_free(&output_frame); + swr_free(&swr_ctx); + TORCH_CHECK(false, "Error while converting\n"); + } + + avFrame = output_frame; // lmao + auto numSamples = avFrame->nb_samples; // per channel auto numChannels = getNumChannels(avFrame); torch::Tensor outputData = @@ -1368,6 +1434,9 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( av_get_sample_fmt_name(format)); } frameOutput.data = outputData; + // TODO + av_frame_free(&output_frame); + swr_free(&swr_ctx); } // -------------------------------------------------------------------------- From 979e72ab51408458d3d7b0d08801d040935a2f0d Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 15:21:27 +0000 Subject: [PATCH 02/24] WIP --- .../decoders/_core/VideoDecoder.cpp | 25 +++++++++++++------ 1 file changed, 18 insertions(+), 7 deletions(-) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 6abd7b9c..0b1f27f8 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -556,6 +556,12 @@ void VideoDecoder::addAudioStream(int streamIndex) { static_cast(streamInfo.codecContext->sample_rate); streamMetadata.numChannels = static_cast(getNumChannels(streamInfo.codecContext)); + + // FFmpeg docs say that the decoder will try to decode natively in this + // format, if it can. Docs don't say what the decoder does when it doesn't + // support that format, but it looks like it does nothing, so this probably + // doesn't hurt. + streamInfo.codecContext->request_sample_fmt = AV_SAMPLE_FMT_FLTP; } // -------------------------------------------------------------------------- @@ -1342,24 +1348,28 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( const AVFrame* avFrame = avFrameStream.avFrame.get(); - AVFrame* output_frame = nullptr; - SwrContext* swr_ctx = NULL; // TODO RAII + AVSampleFormat sourceSampleFormat = + static_cast(avFrame->format); + AVSampleFormat desiredSampleFormat = AV_SAMPLE_FMT_FLTP; + + AVFrame* output_frame = nullptr; + SwrContext* swr_ctx = NULL; // TODO RAII + if (sourceSampleFormat != desiredSampleFormat) { const auto& streamInfo = streamInfos_[activeStreamIndex_]; const auto& streamMetadata = containerMetadata_.allStreamMetadata[activeStreamIndex_]; int sampleRate = static_cast(streamMetadata.sampleRate.value()); - AVSampleFormat sampleFormat = AV_SAMPLE_FMT_FLTP; AVChannelLayout layout = streamInfo.codecContext->ch_layout; int status = swr_alloc_set_opts2( &swr_ctx, &layout, - sampleFormat, + desiredSampleFormat, sampleRate, &layout, - sampleFormat, + sourceSampleFormat, sampleRate, 0, NULL); @@ -1379,7 +1389,7 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( } output_frame->ch_layout = layout; output_frame->sample_rate = sampleRate; - output_frame->format = sampleFormat; + output_frame->format = desiredSampleFormat; output_frame->nb_samples = av_rescale_rnd( swr_get_delay(swr_ctx, sampleRate) + avFrame->nb_samples, @@ -1406,6 +1416,7 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( } avFrame = output_frame; // lmao + } auto numSamples = avFrame->nb_samples; // per channel auto numChannels = getNumChannels(avFrame); @@ -1434,7 +1445,7 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( av_get_sample_fmt_name(format)); } frameOutput.data = outputData; - // TODO + // TODO av_frame_free(&output_frame); swr_free(&swr_ctx); } From f6ecd32413b20dca7c4d939fa0b4776c0b91653c Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 16:55:50 +0000 Subject: [PATCH 03/24] WIP --- src/torchcodec/decoders/_core/FFMPEGCommon.h | 3 + .../decoders/_core/VideoDecoder.cpp | 198 ++++++++++-------- src/torchcodec/decoders/_core/VideoDecoder.h | 12 ++ 3 files changed, 122 insertions(+), 91 deletions(-) diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.h b/src/torchcodec/decoders/_core/FFMPEGCommon.h index 88a81d18..50f3e474 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.h +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.h @@ -22,6 +22,7 @@ extern "C" { #include #include #include +#include #include } @@ -67,6 +68,8 @@ using UniqueAVIOContext = std:: unique_ptr>; using UniqueSwsContext = std::unique_ptr>; +using UniqueSwrContext = + std::unique_ptr>; // These 2 classes share the same underlying AVPacket object. They are meant to // be used in tandem, like so: diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 0b1f27f8..8db021bb 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1346,108 +1346,91 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( !preAllocatedOutputTensor.has_value(), "pre-allocated audio tensor not supported yet."); - const AVFrame* avFrame = avFrameStream.avFrame.get(); + const UniqueAVFrame& avFrame = avFrameStream.avFrame; AVSampleFormat sourceSampleFormat = static_cast(avFrame->format); AVSampleFormat desiredSampleFormat = AV_SAMPLE_FMT_FLTP; - - AVFrame* output_frame = nullptr; - SwrContext* swr_ctx = NULL; // TODO RAII - if (sourceSampleFormat != desiredSampleFormat) { - - const auto& streamInfo = streamInfos_[activeStreamIndex_]; - const auto& streamMetadata = - containerMetadata_.allStreamMetadata[activeStreamIndex_]; - int sampleRate = static_cast(streamMetadata.sampleRate.value()); - - AVChannelLayout layout = streamInfo.codecContext->ch_layout; - - int status = swr_alloc_set_opts2( - &swr_ctx, - &layout, - desiredSampleFormat, - sampleRate, - &layout, - sourceSampleFormat, - sampleRate, - 0, - NULL); - - TORCH_CHECK(status == 0, "IS NULL"); - - if (swr_init(swr_ctx) < 0) { - swr_free(&swr_ctx); - TORCH_CHECK(false, "Failed to initialize the resampling context\n"); - } - - // Allocate output frame - output_frame = av_frame_alloc(); - if (!output_frame) { - swr_free(&swr_ctx); - TORCH_CHECK(false, "Could not allocate output frame\n"); - } - output_frame->ch_layout = layout; - output_frame->sample_rate = sampleRate; - output_frame->format = desiredSampleFormat; - - output_frame->nb_samples = av_rescale_rnd( - swr_get_delay(swr_ctx, sampleRate) + avFrame->nb_samples, - sampleRate, - sampleRate, - AV_ROUND_UP); - - if (av_frame_get_buffer(output_frame, 0) < 0) { - av_frame_free(&output_frame); - swr_free(&swr_ctx); - TORCH_CHECK(false, "Could not allocate output frame samples"); - } - - int ret = swr_convert( - swr_ctx, - output_frame->data, - output_frame->nb_samples, - (const uint8_t**)avFrame->data, - avFrame->nb_samples); - if (ret < 0) { - av_frame_free(&output_frame); - swr_free(&swr_ctx); - TORCH_CHECK(false, "Error while converting\n"); - } - - avFrame = output_frame; // lmao + AVFrame* rawAVFrame = nullptr; + UniqueAVFrame convertedAVFrame; + if (sourceSampleFormat == desiredSampleFormat) { + rawAVFrame = avFrame.get(); + } else { + convertedAVFrame = convertAudioAVFrameSampleFormat( + avFrame, sourceSampleFormat, desiredSampleFormat); + rawAVFrame = convertedAVFrame.get(); } - auto numSamples = avFrame->nb_samples; // per channel - auto numChannels = getNumChannels(avFrame); + AVSampleFormat format = static_cast(rawAVFrame->format); + TORCH_CHECK( + format == desiredSampleFormat, + "Something went wrong, the frame didn't get converted to the desired format. ", + "Desired format = ", + av_get_sample_fmt_name(desiredSampleFormat), + "source format = ", + av_get_sample_fmt_name(format)); + + auto numSamples = rawAVFrame->nb_samples; // per channel + auto numChannels = getNumChannels(rawAVFrame); torch::Tensor outputData = torch::empty({numChannels, numSamples}, torch::kFloat32); - AVSampleFormat format = static_cast(avFrame->format); - // TODO-AUDIO Implement all formats. - switch (format) { - case AV_SAMPLE_FMT_FLTP: { - uint8_t* outputChannelData = static_cast(outputData.data_ptr()); - auto numBytesPerChannel = numSamples * av_get_bytes_per_sample(format); - for (auto channel = 0; channel < numChannels; - ++channel, outputChannelData += numBytesPerChannel) { - memcpy( - outputChannelData, - avFrame->extended_data[channel], - numBytesPerChannel); - } - break; - } - default: - TORCH_CHECK( - false, - "Unsupported audio format (yet!): ", - av_get_sample_fmt_name(format)); + uint8_t* outputChannelData = static_cast(outputData.data_ptr()); + auto numBytesPerChannel = numSamples * av_get_bytes_per_sample(format); + for (auto channel = 0; channel < numChannels; + ++channel, outputChannelData += numBytesPerChannel) { + memcpy( + outputChannelData, + rawAVFrame->extended_data[channel], + numBytesPerChannel); } frameOutput.data = outputData; - // TODO - av_frame_free(&output_frame); - swr_free(&swr_ctx); +} + +UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( + const UniqueAVFrame& avFrame, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat + +) { + auto& streamInfo = streamInfos_[activeStreamIndex_]; + const auto& streamMetadata = + containerMetadata_.allStreamMetadata[activeStreamIndex_]; + int sampleRate = static_cast(streamMetadata.sampleRate.value()); + + if (!streamInfo.swrContext) { + createSwrContext( + streamInfo, sampleRate, sourceSampleFormat, desiredSampleFormat); + } + + UniqueAVFrame convertedAVFrame(av_frame_alloc()); + TORCH_CHECK( + convertedAVFrame, + "Could not allocate frame for sample format conversion."); + + convertedAVFrame->ch_layout = avFrame->ch_layout; + convertedAVFrame->sample_rate = avFrame->sample_rate; + convertedAVFrame->nb_samples = avFrame->nb_samples; + convertedAVFrame->format = desiredSampleFormat; + + auto status = av_frame_get_buffer(convertedAVFrame.get(), 0); + TORCH_CHECK( + status == AVSUCCESS, + "Could not allocate frame buffers for sample format conversion: ", + getFFMPEGErrorStringFromErrorCode(status)); + + auto numSampleConverted = swr_convert( + streamInfo.swrContext.get(), + convertedAVFrame->data, + convertedAVFrame->nb_samples, + (const uint8_t**)avFrame->data, + avFrame->nb_samples); + TORCH_CHECK( + numSampleConverted > 0, + "Error in swr_convert: ", + getFFMPEGErrorStringFromErrorCode(numSampleConverted)); + + return convertedAVFrame; } // -------------------------------------------------------------------------- @@ -1683,6 +1666,39 @@ void VideoDecoder::createSwsContext( streamInfo.swsContext.reset(swsContext); } +void VideoDecoder::createSwrContext( + StreamInfo& streamInfo, + int sampleRate, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat) { + SwrContext* swrContext = NULL; + + AVChannelLayout layout = streamInfo.codecContext->ch_layout; + + auto status = swr_alloc_set_opts2( + &swrContext, + &layout, + desiredSampleFormat, + sampleRate, + &layout, + sourceSampleFormat, + sampleRate, + 0, + NULL); + + TORCH_CHECK( + status == AVSUCCESS, + "Couldn't create SwrContext: ", + getFFMPEGErrorStringFromErrorCode(status)); + + status = swr_init(swrContext); + TORCH_CHECK( + status == AVSUCCESS, + "Couldn't initialize SwrContext: ", + getFFMPEGErrorStringFromErrorCode(status)); + streamInfo.swrContext.reset(swrContext); +} + // -------------------------------------------------------------------------- // PTS <-> INDEX CONVERSIONS // -------------------------------------------------------------------------- diff --git a/src/torchcodec/decoders/_core/VideoDecoder.h b/src/torchcodec/decoders/_core/VideoDecoder.h index 3ca6380b..de5ef17b 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.h +++ b/src/torchcodec/decoders/_core/VideoDecoder.h @@ -354,6 +354,7 @@ class VideoDecoder { FilterGraphContext filterGraphContext; ColorConversionLibrary colorConversionLibrary = FILTERGRAPH; UniqueSwsContext swsContext; + UniqueSwrContext swrContext; // Used to know whether a new FilterGraphContext or UniqueSwsContext should // be created before decoding a new frame. @@ -400,6 +401,11 @@ class VideoDecoder { const AVFrame* avFrame, torch::Tensor& outputTensor); + UniqueAVFrame convertAudioAVFrameSampleFormat( + const UniqueAVFrame& avFrame, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat); + // -------------------------------------------------------------------------- // COLOR CONVERSION LIBRARIES HANDLERS CREATION // -------------------------------------------------------------------------- @@ -414,6 +420,12 @@ class VideoDecoder { const DecodedFrameContext& frameContext, const enum AVColorSpace colorspace); + void createSwrContext( + StreamInfo& streamInfo, + int sampleRate, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat); + // -------------------------------------------------------------------------- // PTS <-> INDEX CONVERSIONS // -------------------------------------------------------------------------- From 58e527772bd92949fea81c5adf4bee278547bcb9 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 17:23:37 +0000 Subject: [PATCH 04/24] Add sample_format to audio metadata --- src/torchcodec/decoders/_core/VideoDecoder.cpp | 3 +++ src/torchcodec/decoders/_core/VideoDecoder.h | 1 + .../decoders/_core/VideoDecoderOps.cpp | 9 ++++++--- src/torchcodec/decoders/_core/_metadata.py | 3 ++- test/decoders/test_decoders.py | 1 + test/decoders/test_metadata.py | 2 ++ test/utils.py | 17 +++++++++++++++-- 7 files changed, 30 insertions(+), 6 deletions(-) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 7c75b8fb..79bad294 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -170,6 +170,9 @@ void VideoDecoder::initializeDecoder() { } containerMetadata_.numVideoStreams++; } else if (avStream->codecpar->codec_type == AVMEDIA_TYPE_AUDIO) { + AVSampleFormat format = + static_cast(avStream->codecpar->format); + streamMetadata.sampleFormat = av_get_sample_fmt_name(format); containerMetadata_.numAudioStreams++; } diff --git a/src/torchcodec/decoders/_core/VideoDecoder.h b/src/torchcodec/decoders/_core/VideoDecoder.h index 3ca6380b..51a780fb 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.h +++ b/src/torchcodec/decoders/_core/VideoDecoder.h @@ -81,6 +81,7 @@ class VideoDecoder { // Audio-only fields std::optional sampleRate; std::optional numChannels; + std::optional sampleFormat; }; struct ContainerMetadata { diff --git a/src/torchcodec/decoders/_core/VideoDecoderOps.cpp b/src/torchcodec/decoders/_core/VideoDecoderOps.cpp index 7472c3de..fffb1118 100644 --- a/src/torchcodec/decoders/_core/VideoDecoderOps.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoderOps.cpp @@ -495,12 +495,15 @@ std::string get_stream_json_metadata( if (streamMetadata.numChannels.has_value()) { map["numChannels"] = std::to_string(*streamMetadata.numChannels); } + if (streamMetadata.sampleFormat.has_value()) { + map["sampleFormat"] = quoteValue(streamMetadata.sampleFormat.value()); + } if (streamMetadata.mediaType == AVMEDIA_TYPE_VIDEO) { - map["mediaType"] = "\"video\""; + map["mediaType"] = quoteValue("video"); } else if (streamMetadata.mediaType == AVMEDIA_TYPE_AUDIO) { - map["mediaType"] = "\"audio\""; + map["mediaType"] = quoteValue("audio"); } else { - map["mediaType"] = "\"other\""; + map["mediaType"] = quoteValue("other"); } return mapToJson(map); } diff --git a/src/torchcodec/decoders/_core/_metadata.py b/src/torchcodec/decoders/_core/_metadata.py index fcfddecc..bf2e0256 100644 --- a/src/torchcodec/decoders/_core/_metadata.py +++ b/src/torchcodec/decoders/_core/_metadata.py @@ -161,9 +161,9 @@ def __repr__(self): class AudioStreamMetadata(StreamMetadata): """Metadata of a single audio stream.""" - # TODO-AUDIO Add sample format field sample_rate: Optional[int] num_channels: Optional[int] + sample_format: Optional[str] def __repr__(self): return super().__repr__() @@ -240,6 +240,7 @@ def get_container_metadata(decoder: torch.Tensor) -> ContainerMetadata: AudioStreamMetadata( sample_rate=stream_dict.get("sampleRate"), num_channels=stream_dict.get("numChannels"), + sample_format=stream_dict.get("sampleFormat"), **common_meta, ) ) diff --git a/test/decoders/test_decoders.py b/test/decoders/test_decoders.py index 6cd01dad..483aadee 100644 --- a/test/decoders/test_decoders.py +++ b/test/decoders/test_decoders.py @@ -955,6 +955,7 @@ def test_metadata(self, asset): ) assert decoder.metadata.sample_rate == asset.sample_rate assert decoder.metadata.num_channels == asset.num_channels + assert decoder.metadata.sample_format == asset.sample_format @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3)) def test_error(self, asset): diff --git a/test/decoders/test_metadata.py b/test/decoders/test_metadata.py index 55046bf5..dec98603 100644 --- a/test/decoders/test_metadata.py +++ b/test/decoders/test_metadata.py @@ -90,6 +90,7 @@ def test_get_metadata(metadata_getter): ) assert best_audio_stream_metadata.bit_rate == 128837 assert best_audio_stream_metadata.codec == "aac" + assert best_audio_stream_metadata.sample_format == "fltp" @pytest.mark.parametrize( @@ -109,6 +110,7 @@ def test_get_metadata_audio_file(metadata_getter): ) assert best_audio_stream_metadata.bit_rate == 64000 assert best_audio_stream_metadata.codec == "mp3" + assert best_audio_stream_metadata.sample_format == "fltp" @pytest.mark.parametrize( diff --git a/test/utils.py b/test/utils.py index c6ce0ec8..58835e0f 100644 --- a/test/utils.py +++ b/test/utils.py @@ -109,6 +109,7 @@ class TestAudioStreamInfo: num_channels: int duration_seconds: float num_frames: int + sample_format: str @dataclass @@ -404,6 +405,10 @@ def duration_seconds(self) -> float: def num_frames(self) -> int: return self.stream_infos[self.default_stream_index].num_frames + @property + def sample_format(self) -> str: + return self.stream_infos[self.default_stream_index].sample_format + NASA_AUDIO_MP3 = TestAudio( filename="nasa_13013.mp4.audio.mp3", @@ -411,7 +416,11 @@ def num_frames(self) -> int: frames={}, # Automatically loaded from json file stream_infos={ 0: TestAudioStreamInfo( - sample_rate=8_000, num_channels=2, duration_seconds=13.248, num_frames=183 + sample_rate=8_000, + num_channels=2, + duration_seconds=13.248, + num_frames=183, + sample_format="fltp", ) }, ) @@ -422,7 +431,11 @@ def num_frames(self) -> int: frames={}, # Automatically loaded from json file stream_infos={ 4: TestAudioStreamInfo( - sample_rate=16_000, num_channels=2, duration_seconds=13.056, num_frames=204 + sample_rate=16_000, + num_channels=2, + duration_seconds=13.056, + num_frames=204, + sample_format="fltp", ) }, ) From 94c11fc833e433f03c5d8da7b6a82d3bd5792595 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 17:58:10 +0000 Subject: [PATCH 05/24] Add non-fltp file --- test/decoders/test_decoders.py | 3 +- test/resources/sine_mono_s32.wav | Bin 0 -> 256080 bytes ..._mono_s32.wav.stream0.all_frames_info.json | 254 ++++++++++++++++++ test/utils.py | 25 +- 4 files changed, 278 insertions(+), 4 deletions(-) create mode 100644 test/resources/sine_mono_s32.wav create mode 100644 test/resources/sine_mono_s32.wav.stream0.all_frames_info.json diff --git a/test/decoders/test_decoders.py b/test/decoders/test_decoders.py index 483aadee..1ddf3252 100644 --- a/test/decoders/test_decoders.py +++ b/test/decoders/test_decoders.py @@ -25,6 +25,7 @@ NASA_AUDIO, NASA_AUDIO_MP3, NASA_VIDEO, + SINE_MONO_S32, ) @@ -940,7 +941,7 @@ def get_some_frames(decoder): class TestAudioDecoder: - @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3)) + @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3, SINE_MONO_S32)) def test_metadata(self, asset): decoder = AudioDecoder(asset.path) assert isinstance(decoder.metadata, AudioStreamMetadata) diff --git a/test/resources/sine_mono_s32.wav b/test/resources/sine_mono_s32.wav new file mode 100644 index 0000000000000000000000000000000000000000..93182c4eba4e6349555d773fecfdefb5a47e0926 GIT binary patch literal 256080 zcmYJbd0bRw|NnmtGcW@P46E!MhDFP5Kt*p$J6dkIL}jim#{~mKoy6SBD^t_NL{L=B zJeitl3vRfSdSzLlf>T+t4IJ5J9T1oShMC`MKK6b5{^)Vv-Vg6MoO7M)`F<_ed42kn zDbpI{WZuNNlb5et%MB)kSZy*wC*Z&I5~3g+@xwm~{85H~2vHMC$XPP>==;kTFI{W@ z-|c^I+2XZ}3I08F`SNJu_%MpR7#_*23&Xj!*&*VaMt{*K-8<~QIxz9%~V68 ziI)^f&6_o(TOB3^Tni-hpf6oe=pp5$JFBM2RpR;!;kxv2{&Pq_W}~apFOV z*G@Drd3Py4?oJ7u_3ZtgX359eVXjE*`NV3oWem!3N@$n4N&B3#ht!v_VKd9ffC2-}kAKXId9^}KV`GAJ 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"duration_time": "0.064000", + "pts_time": "0.256000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.320000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.384000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.448000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.512000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.576000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.640000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.704000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.768000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.832000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.896000" + }, + { + "duration_time": "0.064000", + "pts_time": "0.960000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.024000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.088000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.152000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.216000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.280000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.344000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.408000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.472000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.536000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.600000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.664000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.728000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.792000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.856000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.920000" + }, + { + "duration_time": "0.064000", + "pts_time": "1.984000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.048000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.112000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.176000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.240000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.304000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.368000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.432000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.496000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.560000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.624000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.688000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.752000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.816000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.880000" + }, + { + "duration_time": "0.064000", + "pts_time": "2.944000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.008000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.072000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.136000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.200000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.264000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.328000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.392000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.456000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.520000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.584000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.648000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.712000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.776000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.840000" + }, + { + "duration_time": "0.064000", + "pts_time": "3.904000" + }, + { + "duration_time": "0.032000", + "pts_time": "3.968000" + } +] diff --git a/test/utils.py b/test/utils.py index 58835e0f..c34ef51f 100644 --- a/test/utils.py +++ b/test/utils.py @@ -341,9 +341,13 @@ def __post_init__(self): f"{self.filename}.stream{stream_index}.all_frames.pt" ) - self._reference_frames[stream_index] = torch.load( - frames_data_path, weights_only=True - ) + if frames_data_path.exists(): + # To ease development, we allow for the reference frames not to + # exist. It means the asset cannot be used to check validity of + # decoded frames. + self._reference_frames[stream_index] = torch.load( + frames_data_path, weights_only=True + ) def get_frame_data_by_index( self, idx: int, *, stream_index: Optional[int] = None @@ -440,6 +444,21 @@ def sample_format(self) -> str: }, ) +SINE_MONO_S32 = TestAudio( + filename="sine_mono_s32.wav", + default_stream_index=0, + frames={}, # Automatically loaded from json file + stream_infos={ + 0: TestAudioStreamInfo( + sample_rate=16_000, + num_channels=1, + duration_seconds=4, + num_frames=63, + sample_format="s32", + ) + }, +) + H265_VIDEO = TestVideo( filename="h265_video.mp4", default_stream_index=0, From 9ee63e6575e8d67a2c63d7b5d49465daff44dfec Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Thu, 13 Mar 2025 19:08:22 +0000 Subject: [PATCH 06/24] more stuff --- .../decoders/_core/VideoDecoder.cpp | 6 ++++-- test/decoders/test_decoders.py | 18 ++++++++++++++++++ test/decoders/test_ops.py | 1 - .../sine_mono_s32.wav.stream0.all_frames.pt | Bin 0 -> 272409 bytes test/utils.py | 3 +++ 5 files changed, 25 insertions(+), 3 deletions(-) create mode 100644 test/resources/sine_mono_s32.wav.stream0.all_frames.pt diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 6e74f393..a0d3cf36 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -573,13 +573,15 @@ void VideoDecoder::addAudioStream(int streamIndex) { VideoDecoder::FrameOutput VideoDecoder::getNextFrame() { auto output = getNextFrameInternal(); - output.data = maybePermuteHWC2CHW(output.data); + if (streamInfos_[activeStreamIndex_].avMediaType == AVMEDIA_TYPE_VIDEO) { + output.data = maybePermuteHWC2CHW(output.data); + } return output; } VideoDecoder::FrameOutput VideoDecoder::getNextFrameInternal( std::optional preAllocatedOutputTensor) { - validateActiveStream(AVMEDIA_TYPE_VIDEO); + validateActiveStream(); AVFrameStream avFrameStream = decodeAVFrame( [this](AVFrame* avFrame) { return avFrame->pts >= cursor_; }); return convertAVFrameToFrameOutput(avFrameStream, preAllocatedOutputTensor); diff --git a/test/decoders/test_decoders.py b/test/decoders/test_decoders.py index 1ddf3252..27c5ee61 100644 --- a/test/decoders/test_decoders.py +++ b/test/decoders/test_decoders.py @@ -1080,3 +1080,21 @@ def test_frame_start_is_not_zero(self): reference_frames = asset.get_frame_data_by_range(start=0, stop=stop_frame_index) torch.testing.assert_close(samples.data, reference_frames) + + def test_single_channel(self): + asset = SINE_MONO_S32 + decoder = AudioDecoder(asset.path) + + samples = decoder.get_samples_played_in_range(start_seconds=0, stop_seconds=2) + assert samples.data.shape[0] == asset.num_channels == 1 + + def test_format_conversion(self): + asset = SINE_MONO_S32 + decoder = AudioDecoder(asset.path) + assert decoder.metadata.sample_format == asset.sample_format == "s32" + + all_samples = decoder.get_samples_played_in_range(start_seconds=0) + assert all_samples.data.dtype == torch.float32 + + reference_frames = asset.get_frame_data_by_range(start=0, stop=asset.num_frames) + torch.testing.assert_close(all_samples.data, reference_frames) diff --git a/test/decoders/test_ops.py b/test/decoders/test_ops.py index 724eff62..e10f87fe 100644 --- a/test/decoders/test_ops.py +++ b/test/decoders/test_ops.py @@ -626,7 +626,6 @@ class TestAudioOps: partial(get_frames_in_range, start=4, stop=5), partial(get_frame_at_pts, seconds=2), partial(get_frames_by_pts, timestamps=[0, 1.5]), - partial(get_next_frame), ), ) def test_audio_bad_method(self, method): diff --git a/test/resources/sine_mono_s32.wav.stream0.all_frames.pt b/test/resources/sine_mono_s32.wav.stream0.all_frames.pt new file mode 100644 index 0000000000000000000000000000000000000000..06cfe5b8db3de4cb4e44ece625f5d3bee159a555 GIT binary patch literal 272409 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We can add the s32 original reference frames once we support +# decoding to non-fltp format, but for now we don't need to. SINE_MONO_S32 = TestAudio( filename="sine_mono_s32.wav", default_stream_index=0, From ccd0cb5472d6add74903ffd5289ff4eb5a3c0102 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 09:07:54 +0000 Subject: [PATCH 07/24] Debug, ffmpeg7 only --- .github/workflows/linux_cuda_wheel.yaml | 3 ++- .github/workflows/linux_wheel.yaml | 3 ++- src/torchcodec/decoders/_core/CMakeLists.txt | 7 ++++--- 3 files changed, 8 insertions(+), 5 deletions(-) diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml index 65b06e93..01ce9bf0 100644 --- a/.github/workflows/linux_cuda_wheel.yaml +++ b/.github/workflows/linux_cuda_wheel.yaml @@ -68,7 +68,8 @@ jobs: python-version: ['3.9'] cuda-version: ['11.8', '12.6', '12.8'] # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325 - ffmpeg-version-for-tests: ['4.4.2', '6', '7'] + # ffmpeg-version-for-tests: ['4.4.2', '6', '7'] + ffmpeg-version-for-tests: ['7'] # TODO container: image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}" diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml index f5e665f5..466ed0dc 100644 --- a/.github/workflows/linux_wheel.yaml +++ b/.github/workflows/linux_wheel.yaml @@ -62,7 +62,8 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + ffmpeg-version-for-tests: ['7.0.1'] # TODO needs: build steps: - uses: actions/download-artifact@v4 diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index aa179ee2..bd063856 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -78,10 +78,11 @@ if(DEFINED ENV{BUILD_AGAINST_ALL_FFMPEG_FROM_S3}) ) - make_torchcodec_library(libtorchcodec4 ffmpeg4) + # TODO + # make_torchcodec_library(libtorchcodec4 ffmpeg4) make_torchcodec_library(libtorchcodec7 ffmpeg7) - make_torchcodec_library(libtorchcodec6 ffmpeg6) - make_torchcodec_library(libtorchcodec5 ffmpeg5) + # make_torchcodec_library(libtorchcodec6 ffmpeg6) + # make_torchcodec_library(libtorchcodec5 ffmpeg5) else() message( From 6b8e8bef6e681edab9935ce8a738c158fad439cb Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:24:47 +0000 Subject: [PATCH 08/24] Use new FFmpeg builds --- ...fetch_and_expose_non_gpl_ffmpeg_libs.cmake | 26 ++++++++++++------- 1 file changed, 17 insertions(+), 9 deletions(-) diff --git a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake index 7c4bd74a..2725a90f 100644 --- a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake +++ b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake @@ -11,7 +11,7 @@ include(FetchContent) set( base_url - https://pytorch.s3.amazonaws.com/torchcodec/ffmpeg/2024-09-23 + https://pytorch.s3.amazonaws.com/torchcodec/ffmpeg/2025-03-14 ) if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") @@ -22,19 +22,19 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") set( f4_sha256 - c0311e983c426a7f5abcffc3056f0d64a93bfcb69a9db8e40b81d5c976d84952 + 1a083f1922443bedb5243d04896383b8c606778a7ddb9d886c8303e55339fe0c ) set( f5_sha256 - 9a48dbe7912a0c3dbbac0c906a840754caf147d37dad2f1b3906de7441e1483a + 65d6ad54082d94dcb3f801d73df2265e0e1bb303c7afbce7723e3b77ccd0e207 ) set( f6_sha256 - 337cd2ce671a69737e246c73bf69e2c36732d89b7d2c37eefaca8601cad272ca + 8bd5939c2f4a4b072e837e7870c13fe7d13824e5ff087ab534e4db4e90b7be9c ) set( f7_sha256 - b7df528b1c66eb37b926c1336c89a63b3b784165f6f30bd0932a39b82469f0e9 + 1cb946d8b7c6393c2c3ebe1f900b8de7a2885fe614c45d4ec32c9833084f2f26 ) set( @@ -45,6 +45,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.58 libavfilter.so.7 libswscale.so.5 + libswresample.3 ) set( f5_library_file_names @@ -54,6 +55,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.59 libavfilter.so.8 libswscale.so.6 + libswresample.4 ) set( f6_library_file_names @@ -63,6 +65,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.60 libavfilter.so.9 libswscale.so.7 + libswresample.4 ) set( f7_library_file_names @@ -72,6 +75,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.61 libavfilter.so.10 libswscale.so.8 + libswresample.5 ) elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") set( @@ -80,19 +84,19 @@ elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") ) set( f4_sha256 - 57622392af27bf479e18afb9d79ccf3deddaef153048b34ce518bd477c12d1e6 + f0335434529d9e19359eae0fe912dd9e747667534a1c92e662f5219a55dfad8c ) set( f5_sha256 - 7bc5a70ac66d45857372ccabdcd15594aa9a39a86bc396f92724435e5c4de54e + cfc3449c9af6863731a431ce89e32c08c5f8ece94b306fb6b695828502a76166 ) set( f6_sha256 - 0214733bc987c2deeabfc779331108c19964dcdac2c5e2db12960f0febcea2c4 + ec47b4783c342038e720e33b2fdfa55a9a490afb1cf37a26467733983688647e ) set( f7_sha256 - c28925bb423383c0c37d9f3106fa7768c8733153a33154c8bedab8acf883366f + 48a4fc8ce098305cfd4a58f40889249c523ca3c285f66ba704b5bad0e3ada53a ) set( f4_library_file_names @@ -102,6 +106,7 @@ elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") libavdevice.58.dylib libavfilter.7.dylib libswscale.5.dylib + libswresample.3.dylib ) set( f5_library_file_names @@ -111,6 +116,7 @@ elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") libavdevice.59.dylib libavfilter.8.dylib libswscale.6.dylib + libswresample.4.dylib ) set( f6_library_file_names @@ -120,6 +126,7 @@ elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") libavdevice.60.dylib libavfilter.9.dylib libswscale.7.dylib + libswresample.4.dylib ) set( f7_library_file_names @@ -129,6 +136,7 @@ elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") libavdevice.61.dylib libavfilter.10.dylib libswscale.8.dylib + libswresample.5.dylib ) else() message( From 999757a1d4124d17958aa966470dbb347961ad2b Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:30:07 +0000 Subject: [PATCH 09/24] Fix --- .../_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake index 2725a90f..35d3d06f 100644 --- a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake +++ b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake @@ -45,7 +45,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.58 libavfilter.so.7 libswscale.so.5 - libswresample.3 + libswresample.so.3 ) set( f5_library_file_names @@ -55,7 +55,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.59 libavfilter.so.8 libswscale.so.6 - libswresample.4 + libswresample.so.4 ) set( f6_library_file_names @@ -65,7 +65,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.60 libavfilter.so.9 libswscale.so.7 - libswresample.4 + libswresample.so.4 ) set( f7_library_file_names @@ -75,7 +75,7 @@ if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux") libavdevice.so.61 libavfilter.so.10 libswscale.so.8 - libswresample.5 + libswresample.so.5 ) elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin") set( From bb92a9f403c2b49d99811d8e9348e551270a11a6 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:30:46 +0000 Subject: [PATCH 10/24] Revert "Debug, ffmpeg7 only" This reverts commit ccd0cb5472d6add74903ffd5289ff4eb5a3c0102. --- .github/workflows/linux_cuda_wheel.yaml | 3 +-- .github/workflows/linux_wheel.yaml | 3 +-- src/torchcodec/decoders/_core/CMakeLists.txt | 7 +++---- 3 files changed, 5 insertions(+), 8 deletions(-) diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml index 01ce9bf0..65b06e93 100644 --- a/.github/workflows/linux_cuda_wheel.yaml +++ b/.github/workflows/linux_cuda_wheel.yaml @@ -68,8 +68,7 @@ jobs: python-version: ['3.9'] cuda-version: ['11.8', '12.6', '12.8'] # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325 - # ffmpeg-version-for-tests: ['4.4.2', '6', '7'] - ffmpeg-version-for-tests: ['7'] # TODO + ffmpeg-version-for-tests: ['4.4.2', '6', '7'] container: image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}" diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml index 466ed0dc..f5e665f5 100644 --- a/.github/workflows/linux_wheel.yaml +++ b/.github/workflows/linux_wheel.yaml @@ -62,8 +62,7 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] - ffmpeg-version-for-tests: ['7.0.1'] # TODO + ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] needs: build steps: - uses: actions/download-artifact@v4 diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index bd063856..aa179ee2 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -78,11 +78,10 @@ if(DEFINED ENV{BUILD_AGAINST_ALL_FFMPEG_FROM_S3}) ) - # TODO - # make_torchcodec_library(libtorchcodec4 ffmpeg4) + make_torchcodec_library(libtorchcodec4 ffmpeg4) make_torchcodec_library(libtorchcodec7 ffmpeg7) - # make_torchcodec_library(libtorchcodec6 ffmpeg6) - # make_torchcodec_library(libtorchcodec5 ffmpeg5) + make_torchcodec_library(libtorchcodec6 ffmpeg6) + make_torchcodec_library(libtorchcodec5 ffmpeg5) else() message( From ba0ca4a0edb9783b7d0041addc5f1993a30e3437 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:33:26 +0000 Subject: [PATCH 11/24] Reapply "Debug, ffmpeg7 only" This reverts commit bb92a9f403c2b49d99811d8e9348e551270a11a6. --- .github/workflows/linux_cuda_wheel.yaml | 3 ++- .github/workflows/linux_wheel.yaml | 3 ++- src/torchcodec/decoders/_core/CMakeLists.txt | 7 ++++--- 3 files changed, 8 insertions(+), 5 deletions(-) diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml index 65b06e93..01ce9bf0 100644 --- a/.github/workflows/linux_cuda_wheel.yaml +++ b/.github/workflows/linux_cuda_wheel.yaml @@ -68,7 +68,8 @@ jobs: python-version: ['3.9'] cuda-version: ['11.8', '12.6', '12.8'] # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325 - ffmpeg-version-for-tests: ['4.4.2', '6', '7'] + # ffmpeg-version-for-tests: ['4.4.2', '6', '7'] + ffmpeg-version-for-tests: ['7'] # TODO container: image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}" diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml index f5e665f5..466ed0dc 100644 --- a/.github/workflows/linux_wheel.yaml +++ b/.github/workflows/linux_wheel.yaml @@ -62,7 +62,8 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + ffmpeg-version-for-tests: ['7.0.1'] # TODO needs: build steps: - uses: actions/download-artifact@v4 diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index aa179ee2..bd063856 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -78,10 +78,11 @@ if(DEFINED ENV{BUILD_AGAINST_ALL_FFMPEG_FROM_S3}) ) - make_torchcodec_library(libtorchcodec4 ffmpeg4) + # TODO + # make_torchcodec_library(libtorchcodec4 ffmpeg4) make_torchcodec_library(libtorchcodec7 ffmpeg7) - make_torchcodec_library(libtorchcodec6 ffmpeg6) - make_torchcodec_library(libtorchcodec5 ffmpeg5) + # make_torchcodec_library(libtorchcodec6 ffmpeg6) + # make_torchcodec_library(libtorchcodec5 ffmpeg5) else() message( From 96592a7a1f2eb2551055f57bf0564b05a767bb6b Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:34:14 +0000 Subject: [PATCH 12/24] Use ffmpeg7 for macos too --- .github/workflows/macos_wheel.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/macos_wheel.yaml b/.github/workflows/macos_wheel.yaml index b7cc965e..f16ff95f 100644 --- a/.github/workflows/macos_wheel.yaml +++ b/.github/workflows/macos_wheel.yaml @@ -63,7 +63,8 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] + ffmpeg-version-for-tests: ['7.0.1'] # TODO needs: build steps: - name: Download wheel From 640a82de0ef76b55b029d43ea34492f7d88114d2 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 11:39:11 +0000 Subject: [PATCH 13/24] Put back everything except ffmpeg4 --- .github/workflows/cpp_tests.yaml | 4 +++- .github/workflows/linux_cuda_wheel.yaml | 4 ++-- .github/workflows/linux_wheel.yaml | 3 ++- .github/workflows/macos_wheel.yaml | 3 ++- src/torchcodec/decoders/_core/CMakeLists.txt | 4 ++-- 5 files changed, 11 insertions(+), 7 deletions(-) diff --git a/.github/workflows/cpp_tests.yaml b/.github/workflows/cpp_tests.yaml index 6ae56c70..9694a72a 100644 --- a/.github/workflows/cpp_tests.yaml +++ b/.github/workflows/cpp_tests.yaml @@ -21,7 +21,9 @@ jobs: matrix: # TODO put back 6.1.1. See # https://github.com/pytorch/torchcodec/issues/518 - ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '7.0.1'] + # TODO + # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '7.0.1'] + ffmpeg-version-for-tests: ['5.1.2', '7.0.1'] steps: - name: Check out repo uses: actions/checkout@v3 diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml index 01ce9bf0..a29a4734 100644 --- a/.github/workflows/linux_cuda_wheel.yaml +++ b/.github/workflows/linux_cuda_wheel.yaml @@ -68,8 +68,8 @@ jobs: python-version: ['3.9'] cuda-version: ['11.8', '12.6', '12.8'] # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325 - # ffmpeg-version-for-tests: ['4.4.2', '6', '7'] - ffmpeg-version-for-tests: ['7'] # TODO + # TODO + ffmpeg-version-for-tests: ['6', '7'] container: image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}" diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml index 466ed0dc..8885e15e 100644 --- a/.github/workflows/linux_wheel.yaml +++ b/.github/workflows/linux_wheel.yaml @@ -62,8 +62,9 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] + # TODO # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] - ffmpeg-version-for-tests: ['7.0.1'] # TODO + ffmpeg-version-for-tests: ['5.1.2', '6.1.1', '7.0.1'] needs: build steps: - uses: actions/download-artifact@v4 diff --git a/.github/workflows/macos_wheel.yaml b/.github/workflows/macos_wheel.yaml index f16ff95f..665f2d53 100644 --- a/.github/workflows/macos_wheel.yaml +++ b/.github/workflows/macos_wheel.yaml @@ -63,8 +63,9 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] + # TODO # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] - ffmpeg-version-for-tests: ['7.0.1'] # TODO + ffmpeg-version-for-tests: ['5.1.2', '6.1.1', '7.0.1'] needs: build steps: - name: Download wheel diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index bd063856..84ad940e 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -81,8 +81,8 @@ if(DEFINED ENV{BUILD_AGAINST_ALL_FFMPEG_FROM_S3}) # TODO # make_torchcodec_library(libtorchcodec4 ffmpeg4) make_torchcodec_library(libtorchcodec7 ffmpeg7) - # make_torchcodec_library(libtorchcodec6 ffmpeg6) - # make_torchcodec_library(libtorchcodec5 ffmpeg5) + make_torchcodec_library(libtorchcodec6 ffmpeg6) + make_torchcodec_library(libtorchcodec5 ffmpeg5) else() message( From 83784878af24d35053d8a3099ccdd0237c074d6c Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 14:47:06 +0000 Subject: [PATCH 14/24] Don't use raw pointer --- .../decoders/_core/FFMPEGCommon.cpp | 2 +- src/torchcodec/decoders/_core/FFMPEGCommon.h | 2 +- .../decoders/_core/VideoDecoder.cpp | 26 ++++++++----------- 3 files changed, 13 insertions(+), 17 deletions(-) diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp index b7dbd8ef..9d7ac039 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp @@ -60,7 +60,7 @@ int64_t getDuration(const AVFrame* frame) { #endif } -int getNumChannels(const AVFrame* avFrame) { +int getNumChannels(const UniqueAVFrame& avFrame) { #if LIBAVFILTER_VERSION_MAJOR > 8 || \ (LIBAVFILTER_VERSION_MAJOR == 8 && LIBAVFILTER_VERSION_MINOR >= 44) return avFrame->ch_layout.nb_channels; diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.h b/src/torchcodec/decoders/_core/FFMPEGCommon.h index 50f3e474..1828064d 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.h +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.h @@ -142,7 +142,7 @@ std::string getFFMPEGErrorStringFromErrorCode(int errorCode); int64_t getDuration(const UniqueAVFrame& frame); int64_t getDuration(const AVFrame* frame); -int getNumChannels(const AVFrame* avFrame); +int getNumChannels(const UniqueAVFrame& avFrame); int getNumChannels(const UniqueAVCodecContext& avCodecContext); // Returns true if sws_scale can handle unaligned data. diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index a0d3cf36..c6bd7429 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1351,22 +1351,20 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( !preAllocatedOutputTensor.has_value(), "pre-allocated audio tensor not supported yet."); - const UniqueAVFrame& avFrame = avFrameStream.avFrame; - AVSampleFormat sourceSampleFormat = - static_cast(avFrame->format); + static_cast(avFrameStream.avFrame->format); AVSampleFormat desiredSampleFormat = AV_SAMPLE_FMT_FLTP; - AVFrame* rawAVFrame = nullptr; + UniqueAVFrame convertedAVFrame; - if (sourceSampleFormat == desiredSampleFormat) { - rawAVFrame = avFrame.get(); - } else { + if (sourceSampleFormat != desiredSampleFormat) { convertedAVFrame = convertAudioAVFrameSampleFormat( - avFrame, sourceSampleFormat, desiredSampleFormat); - rawAVFrame = convertedAVFrame.get(); + avFrameStream.avFrame, sourceSampleFormat, desiredSampleFormat); } + const UniqueAVFrame& avFrame = (sourceSampleFormat != desiredSampleFormat) + ? convertedAVFrame + : avFrameStream.avFrame; - AVSampleFormat format = static_cast(rawAVFrame->format); + AVSampleFormat format = static_cast(avFrame->format); TORCH_CHECK( format == desiredSampleFormat, "Something went wrong, the frame didn't get converted to the desired format. ", @@ -1375,8 +1373,8 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( "source format = ", av_get_sample_fmt_name(format)); - auto numSamples = rawAVFrame->nb_samples; // per channel - auto numChannels = getNumChannels(rawAVFrame); + auto numSamples = avFrame->nb_samples; // per channel + auto numChannels = getNumChannels(avFrame); torch::Tensor outputData = torch::empty({numChannels, numSamples}, torch::kFloat32); @@ -1385,9 +1383,7 @@ void VideoDecoder::convertAudioAVFrameToFrameOutputOnCPU( for (auto channel = 0; channel < numChannels; ++channel, outputChannelData += numBytesPerChannel) { memcpy( - outputChannelData, - rawAVFrame->extended_data[channel], - numBytesPerChannel); + outputChannelData, avFrame->extended_data[channel], numBytesPerChannel); } frameOutput.data = outputData; } From f6c70b6b24bdaa8ed13652ce8a96781206621e9f Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 15:09:20 +0000 Subject: [PATCH 15/24] WIP --- .../decoders/_core/VideoDecoder.cpp | 27 ++++++++++++++++--- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index c6bd7429..6257a4c8 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1409,7 +1409,11 @@ UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( convertedAVFrame, "Could not allocate frame for sample format conversion."); + #if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 convertedAVFrame->ch_layout = avFrame->ch_layout; + #else + convertedAVFrame->channel_layout = avFrame->channel_layout; + #endif convertedAVFrame->sample_rate = avFrame->sample_rate; convertedAVFrame->nb_samples = avFrame->nb_samples; convertedAVFrame->format = desiredSampleFormat; @@ -1672,11 +1676,12 @@ void VideoDecoder::createSwrContext( int sampleRate, AVSampleFormat sourceSampleFormat, AVSampleFormat desiredSampleFormat) { - SwrContext* swrContext = NULL; + SwrContext* swrContext = nullptr; + int status = AVSUCCESS; +#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 AVChannelLayout layout = streamInfo.codecContext->ch_layout; - - auto status = swr_alloc_set_opts2( + status = swr_alloc_set_opts2( &swrContext, &layout, desiredSampleFormat, @@ -1685,12 +1690,26 @@ void VideoDecoder::createSwrContext( sourceSampleFormat, sampleRate, 0, - NULL); + nullptr); TORCH_CHECK( status == AVSUCCESS, "Couldn't create SwrContext: ", getFFMPEGErrorStringFromErrorCode(status)); +#else + int64_t layout = + static_cast(streamInfo.codecContext->channel_layout); + swrContext = swr_alloc_set_opts( + nullptr, + layout, + desiredSampleFormat, + sampleRate, + layout, + sourceSampleFormat, + sampleRate, + 0, + nullptr); +#endif status = swr_init(swrContext); TORCH_CHECK( From da1796a65dfbad6a88ba1938630271cc65bab220 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 15:34:49 +0000 Subject: [PATCH 16/24] Put back FFmpeg4 --- .github/workflows/cpp_tests.yaml | 4 +--- .github/workflows/linux_cuda_wheel.yaml | 3 +-- .github/workflows/linux_wheel.yaml | 4 +--- src/torchcodec/decoders/_core/VideoDecoder.cpp | 1 - 4 files changed, 3 insertions(+), 9 deletions(-) diff --git a/.github/workflows/cpp_tests.yaml b/.github/workflows/cpp_tests.yaml index 9694a72a..6ae56c70 100644 --- a/.github/workflows/cpp_tests.yaml +++ b/.github/workflows/cpp_tests.yaml @@ -21,9 +21,7 @@ jobs: matrix: # TODO put back 6.1.1. See # https://github.com/pytorch/torchcodec/issues/518 - # TODO - # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '7.0.1'] - ffmpeg-version-for-tests: ['5.1.2', '7.0.1'] + ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '7.0.1'] steps: - name: Check out repo uses: actions/checkout@v3 diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml index a29a4734..65b06e93 100644 --- a/.github/workflows/linux_cuda_wheel.yaml +++ b/.github/workflows/linux_cuda_wheel.yaml @@ -68,8 +68,7 @@ jobs: python-version: ['3.9'] cuda-version: ['11.8', '12.6', '12.8'] # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325 - # TODO - ffmpeg-version-for-tests: ['6', '7'] + ffmpeg-version-for-tests: ['4.4.2', '6', '7'] container: image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}" diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml index 8885e15e..f5e665f5 100644 --- a/.github/workflows/linux_wheel.yaml +++ b/.github/workflows/linux_wheel.yaml @@ -62,9 +62,7 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - # TODO - # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] - ffmpeg-version-for-tests: ['5.1.2', '6.1.1', '7.0.1'] + ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] needs: build steps: - uses: actions/download-artifact@v4 diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index a4af35e4..84d7c1f4 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -174,7 +174,6 @@ void VideoDecoder::initializeDecoder() { AVSampleFormat format = static_cast(avStream->codecpar->format); streamMetadata.sampleFormat = av_get_sample_fmt_name(format); - std::cout << "FUCK " << *streamMetadata.sampleFormat << "AFEFMEMFMFE " << std::endl; containerMetadata_.numAudioStreams++; } From 2ab9208db2fd31ae5f15f1756ef85df0ff213a58 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 15:35:11 +0000 Subject: [PATCH 17/24] lint --- src/torchcodec/decoders/_core/VideoDecoder.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 84d7c1f4..9d6482da 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1409,11 +1409,11 @@ UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( convertedAVFrame, "Could not allocate frame for sample format conversion."); - #if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 +#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 convertedAVFrame->ch_layout = avFrame->ch_layout; - #else +#else convertedAVFrame->channel_layout = avFrame->channel_layout; - #endif +#endif convertedAVFrame->format = static_cast(desiredSampleFormat); convertedAVFrame->sample_rate = avFrame->sample_rate; convertedAVFrame->nb_samples = avFrame->nb_samples; From 1c4b1f9e4b99a3087ad96facabbba68d9ddb2db5 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 15:39:20 +0000 Subject: [PATCH 18/24] AAAAH --- src/torchcodec/decoders/_core/CMakeLists.txt | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index 84ad940e..7a0cfbf0 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -78,11 +78,10 @@ if(DEFINED ENV{BUILD_AGAINST_ALL_FFMPEG_FROM_S3}) ) - # TODO - # make_torchcodec_library(libtorchcodec4 ffmpeg4) make_torchcodec_library(libtorchcodec7 ffmpeg7) make_torchcodec_library(libtorchcodec6 ffmpeg6) make_torchcodec_library(libtorchcodec5 ffmpeg5) + make_torchcodec_library(libtorchcodec4 ffmpeg4) else() message( From f235cc27a999cb73da19e3c524bf435d60a5f72b Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 16:04:21 +0000 Subject: [PATCH 19/24] Revert some stuff --- .github/workflows/macos_wheel.yaml | 4 +--- src/torchcodec/decoders/_core/VideoDecoder.cpp | 6 ++---- test/decoders/test_ops.py | 1 + 3 files changed, 4 insertions(+), 7 deletions(-) diff --git a/.github/workflows/macos_wheel.yaml b/.github/workflows/macos_wheel.yaml index 665f2d53..b7cc965e 100644 --- a/.github/workflows/macos_wheel.yaml +++ b/.github/workflows/macos_wheel.yaml @@ -63,9 +63,7 @@ jobs: fail-fast: false matrix: python-version: ['3.9'] - # TODO - # ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] - ffmpeg-version-for-tests: ['5.1.2', '6.1.1', '7.0.1'] + ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1'] needs: build steps: - name: Download wheel diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 9d6482da..358762ca 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -573,15 +573,13 @@ void VideoDecoder::addAudioStream(int streamIndex) { VideoDecoder::FrameOutput VideoDecoder::getNextFrame() { auto output = getNextFrameInternal(); - if (streamInfos_[activeStreamIndex_].avMediaType == AVMEDIA_TYPE_VIDEO) { - output.data = maybePermuteHWC2CHW(output.data); - } + output.data = maybePermuteHWC2CHW(output.data); return output; } VideoDecoder::FrameOutput VideoDecoder::getNextFrameInternal( std::optional preAllocatedOutputTensor) { - validateActiveStream(); + validateActiveStream(AVMEDIA_TYPE_VIDEO); AVFrameStream avFrameStream = decodeAVFrame( [this](AVFrame* avFrame) { return avFrame->pts >= cursor_; }); return convertAVFrameToFrameOutput(avFrameStream, preAllocatedOutputTensor); diff --git a/test/decoders/test_ops.py b/test/decoders/test_ops.py index e10f87fe..724eff62 100644 --- a/test/decoders/test_ops.py +++ b/test/decoders/test_ops.py @@ -626,6 +626,7 @@ class TestAudioOps: partial(get_frames_in_range, start=4, stop=5), partial(get_frame_at_pts, seconds=2), partial(get_frames_by_pts, timestamps=[0, 1.5]), + partial(get_next_frame), ), ) def test_audio_bad_method(self, method): From 44500adea9a350a42b56a44e8a67c77808ff134b Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 16:07:51 +0000 Subject: [PATCH 20/24] Put back flags --- src/torchcodec/decoders/_core/CMakeLists.txt | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/torchcodec/decoders/_core/CMakeLists.txt b/src/torchcodec/decoders/_core/CMakeLists.txt index 7a0cfbf0..8e4e6c5d 100644 --- a/src/torchcodec/decoders/_core/CMakeLists.txt +++ b/src/torchcodec/decoders/_core/CMakeLists.txt @@ -4,8 +4,7 @@ set(CMAKE_CXX_STANDARD 17) set(CMAKE_CXX_STANDARD_REQUIRED ON) find_package(Torch REQUIRED) -# set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -pedantic -Werror ${TORCH_CXX_FLAGS}") -set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra ${TORCH_CXX_FLAGS}") +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -pedantic -Werror ${TORCH_CXX_FLAGS}") find_package(Python3 ${PYTHON_VERSION} EXACT COMPONENTS Development) function(make_torchcodec_library library_name ffmpeg_target) From db9ff94b51093635e02906a3a898cf16d47d19db Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Fri, 14 Mar 2025 16:12:10 +0000 Subject: [PATCH 21/24] Add one more check --- src/torchcodec/decoders/_core/VideoDecoder.cpp | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index 358762ca..699c9e75 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1709,6 +1709,8 @@ void VideoDecoder::createSwrContext( nullptr); #endif + TORCH_CHECK(swrContext != nullptr, "Couldn't create swrContext"); + status = swr_init(swrContext); TORCH_CHECK( status == AVSUCCESS, From d5b4ec81571ea73108390bd60c34188ce1103949 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Mon, 17 Mar 2025 14:21:58 +0000 Subject: [PATCH 22/24] Move stuff into ffmpeg.cpp --- .../decoders/_core/FFMPEGCommon.cpp | 51 +++++++++++++++++++ src/torchcodec/decoders/_core/FFMPEGCommon.h | 9 ++++ .../decoders/_core/VideoDecoder.cpp | 46 +++-------------- 3 files changed, 66 insertions(+), 40 deletions(-) diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp index 9d7ac039..d7ddba2c 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp @@ -78,6 +78,57 @@ int getNumChannels(const UniqueAVCodecContext& avCodecContext) { #endif } +void setChannelLayout( + UniqueAVFrame& dstAVFrame, + const UniqueAVFrame& srcAVFrame) { +#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 + dstAVFrame->ch_layout = srcAVFrame->ch_layout; +#else + dstAVFrame->channel_layout = avFrame->channel_layout; +#endif +} + +SwrContext* allocateSwrContext( + UniqueAVCodecContext& avCodecContext, + int sampleRate, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat) { + SwrContext* swrContext = nullptr; +#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 + AVChannelLayout layout = avCodecContext->ch_layout; + auto status = swr_alloc_set_opts2( + &swrContext, + &layout, + desiredSampleFormat, + sampleRate, + &layout, + sourceSampleFormat, + sampleRate, + 0, + nullptr); + + TORCH_CHECK( + status == AVSUCCESS, + "Couldn't create SwrContext: ", + getFFMPEGErrorStringFromErrorCode(status)); +#else + int64_t layout = static_cast(avCodecContext->channel_layout); + swrContext = swr_alloc_set_opts( + nullptr, + layout, + desiredSampleFormat, + sampleRate, + layout, + sourceSampleFormat, + sampleRate, + 0, + nullptr); +#endif + + TORCH_CHECK(swrContext != nullptr, "Couldn't create swrContext"); + return swrContext; +} + AVIOBytesContext::AVIOBytesContext( const void* data, size_t dataSize, diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.h b/src/torchcodec/decoders/_core/FFMPEGCommon.h index 1828064d..955ea82d 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.h +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.h @@ -145,6 +145,15 @@ int64_t getDuration(const AVFrame* frame); int getNumChannels(const UniqueAVFrame& avFrame); int getNumChannels(const UniqueAVCodecContext& avCodecContext); +void setChannelLayout( + UniqueAVFrame& dstAVFrame, + const UniqueAVFrame& srcAVFrame); +SwrContext* allocateSwrContext( + UniqueAVCodecContext& avCodecContext, + int sampleRate, + AVSampleFormat sourceSampleFormat, + AVSampleFormat desiredSampleFormat); + // Returns true if sws_scale can handle unaligned data. bool canSwsScaleHandleUnalignedData(); diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index bc44bc1f..b797d138 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1415,11 +1415,7 @@ UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( convertedAVFrame, "Could not allocate frame for sample format conversion."); -#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 - convertedAVFrame->ch_layout = avFrame->ch_layout; -#else - convertedAVFrame->channel_layout = avFrame->channel_layout; -#endif + setChannelLayout(convertedAVFrame, avFrame); convertedAVFrame->format = static_cast(desiredSampleFormat); convertedAVFrame->sample_rate = avFrame->sample_rate; convertedAVFrame->nb_samples = avFrame->nb_samples; @@ -1434,7 +1430,7 @@ UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( streamInfo.swrContext.get(), convertedAVFrame->data, convertedAVFrame->nb_samples, - (const uint8_t**)avFrame->data, + (const uint8_t**)(avFrame->data), avFrame->nb_samples); TORCH_CHECK( numSampleConverted > 0, @@ -1682,44 +1678,14 @@ void VideoDecoder::createSwrContext( int sampleRate, AVSampleFormat sourceSampleFormat, AVSampleFormat desiredSampleFormat) { - SwrContext* swrContext = nullptr; - int status = AVSUCCESS; -#if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 - AVChannelLayout layout = streamInfo.codecContext->ch_layout; - status = swr_alloc_set_opts2( - &swrContext, - &layout, - desiredSampleFormat, + auto swrContext = allocateSwrContext( + streamInfo.codecContext, sampleRate, - &layout, sourceSampleFormat, - sampleRate, - 0, - nullptr); - - TORCH_CHECK( - status == AVSUCCESS, - "Couldn't create SwrContext: ", - getFFMPEGErrorStringFromErrorCode(status)); -#else - int64_t layout = - static_cast(streamInfo.codecContext->channel_layout); - swrContext = swr_alloc_set_opts( - nullptr, - layout, - desiredSampleFormat, - sampleRate, - layout, - sourceSampleFormat, - sampleRate, - 0, - nullptr); -#endif - - TORCH_CHECK(swrContext != nullptr, "Couldn't create swrContext"); + desiredSampleFormat); - status = swr_init(swrContext); + auto status = swr_init(swrContext); TORCH_CHECK( status == AVSUCCESS, "Couldn't initialize SwrContext: ", From 07287d531f5528355abd3005ea7d7ed7bf72a65a Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Mon, 17 Mar 2025 14:56:34 +0000 Subject: [PATCH 23/24] const cast --- src/torchcodec/decoders/_core/VideoDecoder.cpp | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/torchcodec/decoders/_core/VideoDecoder.cpp b/src/torchcodec/decoders/_core/VideoDecoder.cpp index b797d138..9871db64 100644 --- a/src/torchcodec/decoders/_core/VideoDecoder.cpp +++ b/src/torchcodec/decoders/_core/VideoDecoder.cpp @@ -1430,7 +1430,7 @@ UniqueAVFrame VideoDecoder::convertAudioAVFrameSampleFormat( streamInfo.swrContext.get(), convertedAVFrame->data, convertedAVFrame->nb_samples, - (const uint8_t**)(avFrame->data), + static_cast(const_cast(avFrame->data)), avFrame->nb_samples); TORCH_CHECK( numSampleConverted > 0, @@ -1678,7 +1678,6 @@ void VideoDecoder::createSwrContext( int sampleRate, AVSampleFormat sourceSampleFormat, AVSampleFormat desiredSampleFormat) { - auto swrContext = allocateSwrContext( streamInfo.codecContext, sampleRate, From a2b1988d4157e0a072f1fa95cf83a5c693ac2438 Mon Sep 17 00:00:00 2001 From: Nicolas Hug Date: Mon, 17 Mar 2025 15:00:45 +0000 Subject: [PATCH 24/24] Fix --- src/torchcodec/decoders/_core/FFMPEGCommon.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp index d7ddba2c..cb0152f0 100644 --- a/src/torchcodec/decoders/_core/FFMPEGCommon.cpp +++ b/src/torchcodec/decoders/_core/FFMPEGCommon.cpp @@ -84,7 +84,7 @@ void setChannelLayout( #if LIBAVFILTER_VERSION_MAJOR > 7 // FFmpeg > 4 dstAVFrame->ch_layout = srcAVFrame->ch_layout; #else - dstAVFrame->channel_layout = avFrame->channel_layout; + dstAVFrame->channel_layout = srcAVFrame->channel_layout; #endif }