depot/third_party/nixpkgs/pkgs/development/python-modules/mrsqm/default.nix

{
  lib,
  buildPythonPackage,
  fetchPypi,
  pythonOlder,
  cython,
  fftw,
  pandas,
  scikit-learn,
  numpy,
}:

buildPythonPackage rec {
  pname = "mrsqm";
  version = "0.0.7";
  format = "setuptools";

  disabled = pythonOlder "3.8";

  src = fetchPypi {
    inherit pname version;
    hash = "sha256-kZwgRazvPCmARcfhLByh1E8VPurrb8gVZc96hFfDOvs=";
  };

  buildInputs = [ fftw ];

  nativeBuildInputs = [ cython ];

  propagatedBuildInputs = [
    pandas
    scikit-learn
    numpy
  ];

  # Package has no tests
  doCheck = false;

  pythonImportsCheck = [ "mrsqm" ];

  meta = with lib; {
    description = "MrSQM (Multiple Representations Sequence Miner) is a time series classifier";
    homepage = "https://pypi.org/project/mrsqm";
    changelog = "https://github.com/mlgig/mrsqm/releases/tag/v.${version}";
    license = licenses.gpl3Only;
    maintainers = with maintainers; [ mbalatsko ];
  };
}