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4c7880fd50
58
pkgs/development/python-modules/coqui-trainer/default.nix
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58
pkgs/development/python-modules/coqui-trainer/default.nix
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@ -0,0 +1,58 @@
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{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, coqpit
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, fsspec
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, pytorch-bin
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, pytestCheckHook
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, soundfile
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, tensorboardx
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, torchvision
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}:
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let
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pname = "coqui-trainer";
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version = "0.0.4";
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in
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buildPythonPackage {
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inherit pname version;
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format = "pyproject";
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src = fetchFromGitHub {
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owner = "coqui-ai";
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repo = "Trainer";
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# https://github.com/coqui-ai/Trainer/issues/4
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rev = "776eba829231543d3207927fc69b321d121e527c";
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hash = "sha256-ICveftJjBNsCgegTmd/ewd/Y6XGMg7YOvchx640RFPI=";
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};
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propagatedBuildInputs = [
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coqpit
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fsspec
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pytorch-bin
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soundfile
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tensorboardx
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];
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# tests are failing; tests require the clearml library
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# https://github.com/coqui-ai/Trainer/issues/5
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doCheck = false;
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checkInputs = [
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pytestCheckHook
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torchvision
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];
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pythonImportsCheck = [
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"trainer"
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];
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meta = with lib; {
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description = "A general purpose model trainer, as flexible as it gets";
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homepage = "https://github.com/coqui-ai/Trainer";
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license = licenses.asl20;
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maintainers = teams.tts.members;
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};
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}
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@ -1,6 +1,7 @@
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{ lib
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, python3
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, fetchFromGitHub
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, espeak-ng
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}:
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# USAGE:
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@ -30,14 +31,14 @@ let
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in
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python.pkgs.buildPythonApplication rec {
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pname = "tts";
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version = "0.5.0";
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version = "0.6.1";
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format = "setuptools";
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src = fetchFromGitHub {
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owner = "coqui-ai";
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repo = "TTS";
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rev = "v${version}";
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sha256 = "sha256-9fNYNhHS9wqrk2bZnrkkGU1OaDu/16RA8fz+Zj9xsyQ=";
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sha256 = "sha256-YzMR/Tl1UvjdSqV/h4lYR6DuarEqEIM7RReqYznFU4Q=";
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};
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postPatch = let
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@ -48,7 +49,7 @@ python.pkgs.buildPythonApplication rec {
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"numba"
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"numpy"
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"umap-learn"
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"torch"
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"unidic-lite"
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];
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in ''
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sed -r -i \
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@ -65,6 +66,7 @@ python.pkgs.buildPythonApplication rec {
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propagatedBuildInputs = with python.pkgs; [
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anyascii
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coqpit
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coqui-trainer
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flask
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fsspec
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gdown
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@ -92,29 +94,19 @@ python.pkgs.buildPythonApplication rec {
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];
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postInstall = ''
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cp -r TTS/server/templates/ $out/${python3.sitePackages}/TTS/server
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cp -r TTS/server/templates/ $out/${python.sitePackages}/TTS/server
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# cython modules are not installed for some reasons
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(
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cd TTS/tts/utils/monotonic_align
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${python3.interpreter} setup.py install --prefix=$out
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${python.interpreter} setup.py install --prefix=$out
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)
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'';
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checkInputs = with python3.pkgs; [
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pytest-sugar
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checkInputs = with python.pkgs; [
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espeak-ng
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pytestCheckHook
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];
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disabledTests = [
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# RuntimeError: fft: ATen not compiled with MKL support
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"test_torch_stft"
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"test_stft_loss"
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"test_multiscale_stft_loss"
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# Requires network acccess to download models
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"test_synthesize"
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"test_run_all_models"
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];
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preCheck = ''
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# use the installed TTS in $PYTHONPATH instead of the one from source to also have cython modules.
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mv TTS{,.old}
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@ -125,22 +117,49 @@ python.pkgs.buildPythonApplication rec {
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for file in $(grep -rl 'python TTS/bin' tests); do
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substituteInPlace "$file" \
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--replace "python TTS/bin" "${python3.interpreter} $out/lib/${python3.libPrefix}/site-packages/TTS/bin"
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--replace "python TTS/bin" "${python.interpreter} $out/lib/${python.libPrefix}/site-packages/TTS/bin"
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done
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'';
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disabledTests = [
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# Requires network acccess to download models
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"test_synthesize"
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"test_run_all_models"
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# Mismatch between phonemes
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"test_text_to_ids_phonemes_with_eos_bos_and_blank"
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# Takes too long
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"test_parametrized_wavernn_dataset"
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];
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disabledTestPaths = [
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# requires tensorflow
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"tests/vocoder_tests/test_vocoder_tf_pqmf.py"
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"tests/vocoder_tests/test_vocoder_tf_melgan_generator.py"
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"tests/tts_tests/test_tacotron2_tf_model.py"
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# RuntimeError: fft: ATen not compiled with MKL support
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# phonemes mismatch between espeak-ng and gruuts phonemizer
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"tests/text_tests/test_phonemizer.py"
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# no training, it takes too long
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"tests/aux_tests/test_speaker_encoder_train.py"
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"tests/tts_tests/test_align_tts_train.py"
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"tests/tts_tests/test_fast_pitch_speaker_emb_train.py"
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"tests/tts_tests/test_fast_pitch_train.py"
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"tests/tts_tests/test_glow_tts_d-vectors_train.py"
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"tests/tts_tests/test_glow_tts_speaker_emb_train.py"
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"tests/tts_tests/test_glow_tts_train.py"
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"tests/tts_tests/test_speedy_speech_train.py"
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"tests/tts_tests/test_tacotron2_d-vectors_train.py"
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"tests/tts_tests/test_tacotron2_speaker_emb_train.py"
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"tests/tts_tests/test_tacotron2_train.py"
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"tests/tts_tests/test_tacotron2_train_fsspec_path.py"
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"tests/tts_tests/test_tacotron_train.py"
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"tests/tts_tests/test_vits_d-vectors_train.py"
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"tests/tts_tests/test_vits_multilingual_speaker_emb_train.py"
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"tests/tts_tests/test_vits_multilingual_train-d_vectors.py"
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"tests/tts_tests/test_vits_speaker_emb_train.py"
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"tests/tts_tests/test_vits_train.py"
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"tests/vocoder_tests/test_wavegrad_train.py"
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"tests/vocoder_tests/test_parallel_wavegan_train.py"
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"tests/vocoder_tests/test_fullband_melgan_train.py"
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"tests/vocoder_tests/test_hifigan_train.py"
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"tests/vocoder_tests/test_melgan_train.py"
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"tests/vocoder_tests/test_multiband_melgan_train.py"
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"tests/vocoder_tests/test_parallel_wavegan_train.py"
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"tests/vocoder_tests/test_melgan_train.py"
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"tests/vocoder_tests/test_wavernn_train.py"
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];
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meta = with lib; {
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@ -148,6 +167,6 @@ python.pkgs.buildPythonApplication rec {
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changelog = "https://github.com/coqui-ai/TTS/releases/tag/v${version}";
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description = "Deep learning toolkit for Text-to-Speech, battle-tested in research and production";
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license = licenses.mpl20;
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maintainers = with maintainers; [ hexa mic92 ];
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maintainers = teams.tts.members;
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};
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}
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coqpit = callPackage ../development/python-modules/coqpit { };
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coqui-trainer = callPackage ../development/python-modules/coqui-trainer {};
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cepa = callPackage ../development/python-modules/cepa { };
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cerberus = callPackage ../development/python-modules/cerberus { };
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