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{
lib,
buildPythonPackage,
fetchFromGitHub,
niapy,
numpy,
pandas,
poetry-core,
pytestCheckHook,
pythonOlder,
pythonRelaxDepsHook,
scikit-learn,
toml-adapt,
}:
buildPythonPackage rec {
pname = "niaaml";
version = "2.0.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "lukapecnik";
repo = "NiaAML";
rev = "refs/tags/${version}";
hash = "sha256-d6UlpMrT0GBZlcD1BCZxInXTdyFMBVltxnSyUFbSy0g=";
};
pythonRelaxDeps = [ "pandas" ];
nativeBuildInputs = [
poetry-core
pythonRelaxDepsHook
toml-adapt
];
propagatedBuildInputs = [
niapy
numpy
pandas
scikit-learn
];
# create scikit-learn and niapy deps version consistent
preBuild = ''
toml-adapt -path pyproject.toml -a change -dep scikit-learn -ver X
toml-adapt -path pyproject.toml -a change -dep niapy -ver X
'';
nativeCheckInputs = [ pytestCheckHook ];
pythonImportsCheck = [ "niaaml" ];
meta = with lib; {
description = "Python automated machine learning framework";
homepage = "https://github.com/lukapecnik/NiaAML";
changelog = "https://github.com/lukapecnik/NiaAML/releases/tag/${version}";
license = licenses.mit;
maintainers = with maintainers; [ firefly-cpp ];
};
}
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