67 lines
1.3 KiB
Nix
67 lines
1.3 KiB
Nix
{ 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 = "1.1.12";
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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-GAUXEkUOD04DQtRG/RAeeeLmenBd25h18Lmrxbm4X3A=";
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};
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pythonRelaxDeps = [
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"pandas"
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];
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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 = [
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pytestCheckHook
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];
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pythonImportsCheck = [
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"niaaml"
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];
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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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