import pytest from numpydantic.testing.cases import ( ALL_CASES, ALL_CASES_PASSING, DTYPE_AND_INTERFACE_CASES_PASSING, ) from numpydantic.testing.helpers import InterfaceCase, ValidationCase, merge_cases from numpydantic.testing.interfaces import ( DaskCase, HDF5Case, NumpyCase, VideoCase, ZarrCase, ZarrDirCase, ZarrNestedCase, ) @pytest.fixture( scope="function", params=[ pytest.param( NumpyCase, marks=pytest.mark.numpy, id="numpy", ), pytest.param( HDF5Case, marks=pytest.mark.hdf5, id="h5-array-path", ), pytest.param( DaskCase, marks=pytest.mark.dask, id="dask", ), pytest.param( ZarrCase, marks=pytest.mark.zarr, id="zarr-memory", ), pytest.param( ZarrNestedCase, marks=pytest.mark.zarr, id="zarr-nested", ), pytest.param( ZarrDirCase, marks=pytest.mark.zarr, id="zarr-dir", ), pytest.param(VideoCase, marks=pytest.mark.video, id="video"), ], ) def interface_cases(request) -> InterfaceCase: """ Fixture for combinatoric tests across all interface cases """ return request.param @pytest.fixture( params=( pytest.param(p, id=p.id, marks=getattr(pytest.mark, p.interface.interface.name)) for p in ALL_CASES ) ) def all_cases(interface_cases, request) -> ValidationCase: """ Combinatoric testing for all dtype, shape, and interface cases. This is a very expensive fixture! Only use it for core functionality that we want to be sure is *very true* in every circumstance, INCLUDING invalid combinations of annotations and arrays. Typically, that means only use this in `test_interfaces.py` """ case = merge_cases(request.param, ValidationCase(interface=interface_cases)) if case.skip(): pytest.skip() return case @pytest.fixture( params=( pytest.param(p, id=p.id, marks=getattr(pytest.mark, p.interface.interface.name)) for p in ALL_CASES_PASSING ) ) def all_passing_cases(request) -> ValidationCase: """ Combinatoric testing for all dtype, shape, and interface cases, but only the combinations that we expect to pass. This is a very expensive fixture! Only use it for core functionality that we want to be sure is *very true* in every circumstance. Typically, that means only use this in `test_interfaces.py` """ return request.param @pytest.fixture() def all_cases_instance(all_cases, tmp_output_dir_func): """ all_cases but with an instantiated model Args: all_cases: Returns: """ array = all_cases.array(path=tmp_output_dir_func) instance = all_cases.model(array=array) return instance @pytest.fixture() def all_passing_cases_instance(all_passing_cases, tmp_output_dir_func): """ all_cases but with an instantiated model Args: all_cases: Returns: """ array = all_passing_cases.array(path=tmp_output_dir_func) instance = all_passing_cases.model(array=array) return instance @pytest.fixture( params=( pytest.param(p, id=p.id, marks=getattr(pytest.mark, p.interface.interface.name)) for p in DTYPE_AND_INTERFACE_CASES_PASSING ) ) def dtype_by_interface(request): """ Tests for all dtypes by all interfaces """ return request.param @pytest.fixture() def dtype_by_interface_instance(dtype_by_interface, tmp_output_dir_func): array = dtype_by_interface.array(path=tmp_output_dir_func) instance = dtype_by_interface.model(array=array) return instance