{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonOlder
, tensorboard
, scipy
, tqdm
, scikit-learn
, munkres
, networkx
, torch
, pandas
# test dependencies
, pytestCheckHook
, spacy
, pyspark
, dill
, dask
, spacy_models
}:
let
  pname = "snorkel";
  version = "0.10.0";
in
buildPythonPackage {
  inherit pname version;
  format = "setuptools";

  disabled = pythonOlder "3.8";

  src = fetchFromGitHub {
    owner = "snorkel-team";
    repo = pname;
    rev = "refs/tags/v${version}";
    hash = "sha256-1DgkMHYToiI3266yCND1bXiui80x8AaBttxM83kJImw=";
  };

  propagatedBuildInputs = [
    tensorboard
    scipy
    tqdm
    scikit-learn
    munkres
    networkx
    torch
    pandas
  ];

  # test fail because of some wrong path references
  # things like No such file or directory: '/nix/store/8r9x7xv9nfwmd36ca28a39xaharcjdzj-python3.10-pyspark-3.4.0/lib/python3.10/site-packages/pyspark/./bin/spark-submit'
  doCheck = false;

  nativeCheckInputs = [
    pytestCheckHook
    spacy
    pyspark
    dill
    dask
    spacy_models.en_core_web_sm
  ] ++ dask.optional-dependencies.distributed;

  meta = with lib; {
    description = "A system for quickly generating training data with weak supervision";
    homepage = "https://github.com/snorkel-team/snorkel";
    changelog = "https://github.com/snorkel/snorkel/releases/tag/v${version}";
    license = licenses.asl20;
    maintainers = with maintainers; [ happysalada ];
  };
}