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nixpkgs/pkgs/development/python-modules/dask-ml/default.nix

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Nix

{ lib
, buildPythonPackage
, fetchPypi
, pythonOlder
, dask
, numpy, toolz # dask[array]
, numba
, pandas
, scikitlearn
, scipy
, dask-glm
, six
, multipledispatch
, packaging
, distributed
, setuptools-scm
}:
buildPythonPackage rec {
version = "1.8.0";
pname = "dask-ml";
disabled = pythonOlder "3.6"; # >= 3.6
src = fetchPypi {
inherit pname version;
sha256 = "8fc4ac3ec1915e382fb8cae9ff1ec9b5ac1bee0b6f4c6975d6e6cb7191a4a815";
};
propagatedBuildInputs = [
dask
dask-glm
distributed
multipledispatch
numba
numpy
packaging
pandas
scikitlearn
scipy
six
toolz
setuptools-scm
];
# has non-standard build from source, and pypi doesn't include tests
doCheck = false;
# in lieu of proper tests
pythonImportsCheck = [
"dask_ml"
"dask_ml.naive_bayes"
"dask_ml.wrappers"
"dask_ml.utils"
];
meta = with lib; {
homepage = "https://github.com/dask/dask-ml";
description = "Scalable Machine Learn with Dask";
license = licenses.bsd3;
maintainers = [ maintainers.costrouc ];
};
}