nixpkgs/pkgs/development/python-modules/hdbscan/default.nix
Guillaume Girol 33afbf39f6 treewide: switch to nativeCheckInputs
checkInputs used to be added to nativeBuildInputs. Now we have
nativeCheckInputs to do that instead. Doing this treewide change allows
to keep hashes identical to before the introduction of
nativeCheckInputs.
2023-01-21 12:00:00 +00:00

65 lines
1.8 KiB
Nix

{ lib
, buildPythonPackage
, fetchpatch
, cython
, numpy
, pytestCheckHook
, scipy
, scikit-learn
, fetchPypi
, joblib
, six
, pythonRelaxDepsHook
}:
buildPythonPackage rec {
pname = "hdbscan";
version = "0.8.28";
src = fetchPypi {
inherit pname version;
sha256 = "sha256-7tr3Hy87vt/Ew42hrUiXRUzl69R5LhponJecKFPtwFo=";
};
patches = [
# should be included in next release
(fetchpatch {
name = "joblib-1.2.0-compat.patch";
url = "https://github.com/scikit-learn-contrib/hdbscan/commit/d829c639923f6866e1917e46ddbde45b513913f3.patch";
excludes = [
"docs/basic_hdbscan.rst"
"docs/how_hdbscan_works.rst"
];
sha256 = "sha256-t0D4OsHEcMwmBZM8Mk1N0uAKi6ra+TOzEks9/efsvWI=";
})
];
pythonRemoveDeps = [ "cython" ];
nativeBuildInputs = [ pythonRelaxDepsHook cython ];
propagatedBuildInputs = [ numpy scipy scikit-learn joblib six ];
preCheck = ''
cd hdbscan/tests
rm __init__.py
'';
nativeCheckInputs = [ pytestCheckHook ];
disabledTests = [
# known flaky tests: https://github.com/scikit-learn-contrib/hdbscan/issues/420
"test_mem_vec_diff_clusters"
"test_all_points_mem_vec_diff_clusters"
"test_approx_predict_diff_clusters"
# another flaky test https://github.com/scikit-learn-contrib/hdbscan/issues/421
"test_hdbscan_boruvka_balltree_matches"
# more flaky tests https://github.com/scikit-learn-contrib/hdbscan/issues/570
"test_hdbscan_boruvka_balltree"
"test_hdbscan_best_balltree_metric"
];
pythonImportsCheck = [ "hdbscan" ];
meta = with lib; {
description = "Hierarchical Density-Based Spatial Clustering of Applications with Noise, a clustering algorithm with a scikit-learn compatible API";
homepage = "https://github.com/scikit-learn-contrib/hdbscan";
license = licenses.bsd3;
maintainers = with maintainers; [ ixxie ];
};
}