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{
lib,
buildPythonPackage,
fetchFromGitHub,
loguru,
niapy,
numpy,
pandas,
poetry-core,
pytestCheckHook,
scikit-learn,
toml-adapt,
typer,
}:
buildPythonPackage rec {
pname = "niaaml";
version = "2.2.0";
pyproject = true;
src = fetchFromGitHub {
owner = "firefly-cpp";
repo = "NiaAML";
tag = version;
hash = "sha256-AUQhdJc2nSuggV6zNOMihVJIbHAQX6EXsnhn97Tp35A=";
};
pythonRelaxDeps = [
"numpy"
"pandas"
"typer"
];
build-system = [
poetry-core
toml-adapt
];
dependencies = [
loguru
niapy
numpy
pandas
scikit-learn
typer
];
# 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 = {
description = "Python automated machine learning framework";
homepage = "https://github.com/firefly-cpp/NiaAML";
changelog = "https://github.com/firefly-cpp/NiaAML/releases/tag/${src.tag}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ firefly-cpp ];
};
}
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