59 lines
1.4 KiB
Nix
59 lines
1.4 KiB
Nix
{ lib
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, fetchFromGitHub
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, buildPythonPackage
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, numpy
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, cython
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, scipy
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, scikit-learn
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, matplotlib
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, pytestCheckHook
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}:
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buildPythonPackage rec {
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pname = "scikit-learn-extra";
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version = "0.3.0";
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format = "setuptools";
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src = fetchFromGitHub {
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owner = "scikit-learn-contrib";
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repo = pname;
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rev = "refs/tags/v${version}";
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sha256 = "sha256-dHOwo6NIuhcvIehpuJQ621JEg5O3mnXycAhpTZKaxns=";
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};
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nativeBuildInputs = [ numpy cython ];
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propagatedBuildInputs = [ numpy scipy scikit-learn ];
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nativeCheckInputs = [ matplotlib pytestCheckHook ];
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preCheck = ''
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# Remove the package in the build dir, because Python defaults to it and
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# ignores the one in Nix store with cythonized modules.
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rm -r sklearn_extra
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'';
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pytestFlagsArray = [ "--pyargs sklearn_extra" ];
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disabledTestPaths = [
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"benchmarks"
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"examples"
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"doc"
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];
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disabledTests = [
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"build" # needs network connection
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"test_all_estimators" # sklearn.exceptions.NotFittedError: Estimator fails to pass `check_is_fitted` even though it has been fit.
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];
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# Check packages with cythonized modules
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pythonImportsCheck = [
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"sklearn_extra"
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"sklearn_extra.cluster"
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"sklearn_extra.robust"
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"sklearn_extra.utils"
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];
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meta = {
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description = "A set of tools for scikit-learn";
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homepage = "https://github.com/scikit-learn-contrib/scikit-learn-extra";
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license = lib.licenses.bsd3;
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maintainers = with lib.maintainers; [ yl3dy ];
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};
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}
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