{
  lib,
  buildPythonPackage,
  fetchFromGitHub,
  numpy,
  onnx,
  skl2onnx,
  # native check inputs
  pytestCheckHook,
  pandas,
  xgboost,
  onnxruntime,
  scikit-learn,
  pyspark,
  lightgbm,
}:

buildPythonPackage rec {
  pname = "onnxmltools";
  version = "1.12.0";
  format = "setuptools";

  src = fetchFromGitHub {
    owner = "onnx";
    repo = "onnxmltools";
    rev = "refs/tags/${version}";
    hash = "sha256-/UKGo56riLnATcn7kA++QoFkkILVGYBwqRZZ+PYB1/0=";
  };

  propagatedBuildInputs = [
    numpy
    onnx
    skl2onnx
  ];

  pythonImportsCheck = [ "onnxmltools" ];

  # there are still some dependencies that need to be packaged for the tests to run
  doCheck = false;

  nativeCheckInputs = [
    pytestCheckHook
    pandas
    xgboost
    onnxruntime
    scikit-learn
    pyspark
    lightgbm
    # coremltools
    # libsvm
    # h20
  ];

  meta = with lib; {
    description = "ONNXMLTools enables conversion of models to ONNX";
    homepage = "https://github.com/onnx/onnxmltools";
    license = licenses.asl20;
    maintainers = with maintainers; [ happysalada ];
  };
}