python312Packages.pymanopt: cleanup, skip failing tests on darwin

{

  lib,

  stdenv,

  fetchFromGitHub,

  buildPythonPackage,

  # build-system

  setuptools-scm,

  # dependencies

  numpy,

  scipy,

  torch,

  # tests

  autograd,

  jax,

  matplotlib,

  pytestCheckHook,

  setuptools-scm,

  tensorflow,

  torch,

}:

buildPythonPackage rec {

  };

  preConfigure = ''

    substituteInPlace pyproject.toml --replace-fail "\"pip==22.3.1\"," ""

    substituteInPlace pyproject.toml \

      --replace-fail '"pip==22.3.1",' ""

  '';

  build-system = [

    setuptools-scm

  ];

  dependencies = [

    numpy

    scipy

    torch

  ];

  pythonImportsCheck = [ "pymanopt" ];

  nativeCheckInputs = [

    autograd

    jax

    matplotlib

    pytestCheckHook

    tensorflow

    torch

  ];

  preCheck = ''

    substituteInPlace "tests/conftest.py" \

      --replace-fail "import tensorflow as tf" ""

    substituteInPlace "tests/conftest.py" \

      --replace-fail "tf.random.set_seed(seed)" ""

  '';

  disabledTestPaths = [

    "tests/test_examples.py"

    "tests/backends/test_tensorflow.py"

    "tests/backends/test_jax.py"

    "tests/test_problem.py"

  pytestFlagsArray = lib.optionals stdenv.hostPlatform.isDarwin [

    # FloatingPointError: divide by zero encountered in det

    "--deselect=tests/manifolds/test_positive_definite.py::TestMultiSpecialHermitianPositiveDefiniteManifold::test_retraction"

    "--deselect=tests/manifolds/test_positive_definite.py::TestSingleSpecialHermitianPositiveDefiniteManifold::test_retraction"

  ];

  pythonImportsCheck = [ "pymanopt" ];

  meta = {

    description = "Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation";

    homepage = "https://www.pymanopt.org/";

    changelog = "https://github.com/pymanopt/pymanopt/releases/tag/${version}";

    license = lib.licenses.bsd3;

    maintainers = with lib.maintainers; [ yl3dy ];

  };