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