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{ lib
, buildPythonPackage
, fetchFromGitHub
, niapy
, numpy
, pandas
, poetry-core
, scikit-learn
, toml-adapt
, pytestCheckHook
, pythonOlder
}:
buildPythonPackage rec {
pname = "niaaml";
version = "1.1.11";
format = "pyproject";
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "lukapecnik";
repo = "NiaAML";
rev = version;
hash = "sha256-B87pI1EpZj1xECrgTmzN5S35Cy1nPowBRyu1IDb5zCE=";
};
nativeBuildInputs = [
poetry-core
toml-adapt
];
propagatedBuildInputs = [
niapy
numpy
pandas
scikit-learn
];
# create scikit-learn dep version consistent
preBuild = ''
toml-adapt -path pyproject.toml -a change -dep scikit-learn -ver X
'';
nativeCheckInputs = [
pytestCheckHook
];
pythonImportsCheck = [
"niaaml"
];
meta = with lib; {
description = "Python automated machine learning framework";
homepage = "https://github.com/lukapecnik/NiaAML";
license = licenses.mit;
maintainers = with maintainers; [ firefly-cpp ];
};
}
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