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{
lib,
buildPythonPackage,
cloudpickle,
dask,
distributed,
fetchPypi,
multipledispatch,
pytestCheckHook,
pythonOlder,
scikit-learn,
scipy,
setuptools-scm,
sparse,
}:
buildPythonPackage rec {
pname = "dask-glm";
version = "0.3.2";
format = "setuptools";
disabled = pythonOlder "3.7";
src = fetchPypi {
inherit pname version;
hash = "sha256-yUelZoZmmKAdeZeK5zIzy16DitXq1ghRQ1gsXpMLmko=";
};
nativeBuildInputs = [ setuptools-scm ];
propagatedBuildInputs = [
cloudpickle
distributed
multipledispatch
scikit-learn
scipy
sparse
] ++ dask.optional-dependencies.array;
nativeCheckInputs = [
sparse
pytestCheckHook
];
pythonImportsCheck = [ "dask_glm" ];
disabledTestPaths = [
# Circular dependency with dask-ml
"dask_glm/tests/test_estimators.py"
# Test tries to imort an obsolete method
"dask_glm/tests/test_utils.py"
];
disabledTests = [
# missing fixture with distributed>=2022.8.0
"test_determinism_distributed"
];
__darwinAllowLocalNetworking = true;
meta = with lib; {
description = "Generalized Linear Models with Dask";
homepage = "https://github.com/dask/dask-glm/";
license = licenses.bsd3;
maintainers = with maintainers; [ ];
};
}
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