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{
lib,
buildPythonPackage,
fetchFromGitHub,
cython,
joblib,
matplotlib,
meson-python,
numpy,
pandas,
scikit-learn,
scipy,
statsmodels,
urllib3,
python,
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "pmdarima";
version = "2.1.1";
pyproject = true;
src = fetchFromGitHub {
owner = "alkaline-ml";
repo = "pmdarima";
tag = "v${version}";
hash = "sha256-NSBmii+2AQidZo8sPARxtLELk5Ec6cHaZddswifFqwQ=";
};
postPatch = ''
patchShebangs build_tools/get_tag.py
'';
env = {
GITHUB_REF = "refs/tags/v${version}";
};
build-system = [
cython
meson-python
];
pythonRemoveDeps = [
# https://github.com/alkaline-ml/pmdarima/pull/616
"setuptools"
];
dependencies = [
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 $out/${python.sitePackages}
'';
nativeCheckInputs = [
matplotlib
pytestCheckHook
];
disabledTests = [
# touches internet
"test_load_from_web"
];
pythonImportsCheck = [ "pmdarima" ];
meta = {
description = "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 = lib.licenses.mit;
maintainers = [ ];
};
}
|
