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{ lib
, buildPythonPackage
, fetchFromGitHub
, cython
, joblib
, numpy
, pandas
, scikit-learn
, scipy
, statsmodels
, urllib3
, pythonOlder
, python
, pytestCheckHook
}:
buildPythonPackage rec {
pname = "pmdarima";
version = "2.0.3";
format = "setuptools";
disable = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "alkaline-ml";
repo = "pmdarima";
rev = "v${version}";
hash = "sha256-uX4iZZ2deYqVWnqVZT6J0Djf2pXo7ug4MsOsPkKjvSU=";
};
nativeBuildInputs = [ cython ];
propagatedBuildInputs = [
joblib
numpy
pandas
scikit-learn
scipy
statsmodels
urllib3
];
# Make sure we're running the tests for the actually installed
# package, so that cython's compiled files are available.
preCheck = ''
cd $out/lib/${python.libPrefix}/site-packages
'';
nativeCheckInputs = [ pytestCheckHook ];
disabledTests= [
# touches internet
"test_load_from_web"
];
pythonImportsCheck = [ "pmdarima" ];
meta = with lib; {
description = "A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function";
homepage = "https://github.com/alkaline-ml/pmdarima";
changelog = "https://github.com/alkaline-ml/pmdarima/releases/tag/v${version}";
license = licenses.mit;
maintainers = with maintainers; [ mbalatsko ];
};
}
|