import numpy as np import pytest from pydantic import ValidationError from numpydantic.exceptions import DtypeError, ShapeError from tests.conftest import ValidationCase def numpy_array(case: ValidationCase) -> np.ndarray: return np.zeros(shape=case.shape, dtype=case.dtype) def _test_np_case(case: ValidationCase): array = numpy_array(case) if case.passes: case.model(array=array) else: with pytest.raises((ValidationError, DtypeError, ShapeError)): case.model(array=array) def test_numpy_shape(shape_cases): _test_np_case(shape_cases) def test_numpy_dtype(dtype_cases): _test_np_case(dtype_cases)