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{ lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, hatch-vcs
, hatchling
, setuptools-scm
, dask
, dask-expr
, dask-glm
, distributed
, multipledispatch
, numba
, numpy
, packaging
, pandas
, scikit-learn
, scipy
, pytest-mock
, pytestCheckHook
}:
buildPythonPackage rec {
pname = "dask-ml";
version = "2024.4.4";
pyproject = true;
disabled = pythonOlder "3.6";
src = fetchFromGitHub {
owner = "dask";
repo = "dask-ml";
rev = "refs/tags/v${version}";
hash = "sha256-ZiBpCk3b4Tk0Hwb4uapJLEx+Nb/qHFROCnkBTNGDzoU=";
};
build-system = [
hatch-vcs
hatchling
setuptools-scm
];
dependencies = [
dask-expr
dask-glm
distributed
multipledispatch
numba
numpy
packaging
pandas
scikit-learn
scipy
] ++ dask.optional-dependencies.array
++ dask.optional-dependencies.dataframe;
pythonImportsCheck = [
"dask_ml"
"dask_ml.naive_bayes"
"dask_ml.wrappers"
"dask_ml.utils"
];
nativeCheckInputs = [
pytest-mock
pytestCheckHook
];
__darwinAllowLocalNetworking = true;
meta = with lib; {
description = "Scalable Machine Learn with Dask";
homepage = "https://github.com/dask/dask-ml";
license = licenses.bsd3;
maintainers = with maintainers; [ GaetanLepage ];
};
}
|
