103 lines
2.4 KiB
Nix
103 lines
2.4 KiB
Nix
{
|
|
lib,
|
|
stdenv,
|
|
buildPythonPackage,
|
|
fetchPypi,
|
|
fetchpatch,
|
|
pythonOlder,
|
|
numpy,
|
|
scikit-learn,
|
|
scipy,
|
|
tabulate,
|
|
torch,
|
|
tqdm,
|
|
flaky,
|
|
pandas,
|
|
pytestCheckHook,
|
|
safetensors,
|
|
pythonAtLeast,
|
|
}:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "skorch";
|
|
version = "0.15.0";
|
|
format = "setuptools";
|
|
|
|
src = fetchPypi {
|
|
inherit pname version;
|
|
hash = "sha256-39XVBlCmbg162z9uL84GZrU+v+M8waXbGdVV72ZYf84=";
|
|
};
|
|
|
|
# Remove at next skorch release:
|
|
patches = [
|
|
(fetchpatch {
|
|
name = "unbreak-tests-with-sklearn-1.4";
|
|
url = "https://github.com/skorch-dev/skorch/commit/1f7a779d0aa78589e17262c206f5775f2fcd75f8.diff";
|
|
hash = "sha256-X3SgjgDeq3PlBI13cC56LIL1dV1e+Z3tsBj9sz5pizo=";
|
|
})
|
|
];
|
|
|
|
disabled = pythonOlder "3.8";
|
|
|
|
propagatedBuildInputs = [
|
|
numpy
|
|
scikit-learn
|
|
scipy
|
|
tabulate
|
|
torch
|
|
tqdm
|
|
];
|
|
|
|
nativeCheckInputs = [
|
|
flaky
|
|
pandas
|
|
pytestCheckHook
|
|
safetensors
|
|
];
|
|
|
|
# patch out pytest-cov dep/invocation
|
|
postPatch = ''
|
|
substituteInPlace setup.cfg \
|
|
--replace "--cov=skorch" "" \
|
|
--replace "--cov-report=term-missing" "" \
|
|
--replace "--cov-config .coveragerc" ""
|
|
'';
|
|
|
|
disabledTests =
|
|
[
|
|
# on CPU, these expect artifacts from previous GPU run
|
|
"test_load_cuda_params_to_cpu"
|
|
# failing tests
|
|
"test_pickle_load"
|
|
]
|
|
++ lib.optionals stdenv.isDarwin [
|
|
# there is a problem with the compiler selection
|
|
"test_fit_and_predict_with_compile"
|
|
]
|
|
++ lib.optionals (pythonAtLeast "3.11") [
|
|
# Python 3.11+ not yet supported for torch.compile
|
|
# https://github.com/pytorch/pytorch/blob/v2.0.1/torch/_dynamo/eval_frame.py#L376-L377
|
|
"test_fit_and_predict_with_compile"
|
|
];
|
|
|
|
disabledTestPaths =
|
|
[
|
|
# tries to import `transformers` and download HuggingFace data
|
|
"skorch/tests/test_hf.py"
|
|
]
|
|
++ lib.optionals (stdenv.hostPlatform.system != "x86_64-linux") [
|
|
# torch.distributed is disabled by default in darwin
|
|
# aarch64-linux also failed these tests
|
|
"skorch/tests/test_history.py"
|
|
];
|
|
|
|
pythonImportsCheck = [ "skorch" ];
|
|
|
|
meta = with lib; {
|
|
description = "Scikit-learn compatible neural net library using Pytorch";
|
|
homepage = "https://skorch.readthedocs.io";
|
|
changelog = "https://github.com/skorch-dev/skorch/blob/master/CHANGES.md";
|
|
license = licenses.bsd3;
|
|
maintainers = with maintainers; [ bcdarwin ];
|
|
};
|
|
}
|