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{ lib
, buildPythonPackage
, dask
, dask-glm
, distributed
, fetchPypi
, multipledispatch
, numba
, numpy
, packaging
, pandas
, pythonOlder
, scikit-learn
, scipy
, setuptools-scm
, toolz
}:
buildPythonPackage rec {
pname = "dask-ml";
version = "2022.5.27";
format = "setuptools";
disabled = pythonOlder "3.6";
src = fetchPypi {
inherit pname version;
hash = "sha256-Y2nTk0GSvMGSP87oTD+4+8zsoQITeQEHC6Px2eOGzOQ=";
};
nativeBuildInputs = [
setuptools-scm
];
propagatedBuildInputs = [
dask
dask-glm
distributed
multipledispatch
numba
numpy
packaging
pandas
scikit-learn
scipy
toolz
];
# has non-standard build from source, and pypi doesn't include tests
doCheck = false;
pythonImportsCheck = [
"dask_ml"
"dask_ml.naive_bayes"
"dask_ml.wrappers"
"dask_ml.utils"
];
meta = with lib; {
description = "Scalable Machine Learn with Dask";
homepage = "https://github.com/dask/dask-ml";
license = licenses.bsd3;
maintainers = with maintainers; [ costrouc ];
};
}
|