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python 39 compat
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1 changed files with 99 additions and 82 deletions
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@ -3,10 +3,6 @@ import sys
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import pytest
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from typing import Any, Tuple, Union, Type
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if sys.version_info.minor >= 10:
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from typing import TypeAlias
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else:
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from typing_extensions import TypeAlias
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from pydantic import BaseModel, computed_field, ConfigDict
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from numpydantic import NDArray, Shape
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from numpydantic.ndarray import NDArrayMeta
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@ -15,6 +11,15 @@ import numpy as np
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from tests.fixtures import *
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if sys.version_info.minor >= 10:
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from typing import TypeAlias
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YES_PIPE = True
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else:
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from typing_extensions import TypeAlias
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YES_PIPE = False
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def pytest_addoption(parser):
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parser.addoption(
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@ -80,8 +85,9 @@ INTEGER: TypeAlias = NDArray[Shape["*, *, *"], Integer]
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FLOAT: TypeAlias = NDArray[Shape["*, *, *"], Float]
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STRING: TypeAlias = NDArray[Shape["*, *, *"], str]
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MODEL: TypeAlias = NDArray[Shape["*, *, *"], BasicModel]
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UNION_PIPE: TypeAlias = NDArray[Shape["*, *, *"], np.uint32 | np.float32]
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UNION_TYPE: TypeAlias = NDArray[Shape["*, *, *"], Union[np.uint32, np.float32]]
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if YES_PIPE:
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UNION_PIPE: TypeAlias = NDArray[Shape["*, *, *"], np.uint32 | np.float32]
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@pytest.fixture(
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@ -121,82 +127,93 @@ def shape_cases(request) -> ValidationCase:
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return request.param
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@pytest.fixture(
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scope="module",
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params=[
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ValidationCase(dtype=float, passes=True),
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ValidationCase(dtype=int, passes=False),
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ValidationCase(dtype=np.uint8, passes=False),
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ValidationCase(annotation=NUMBER, dtype=int, passes=True),
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ValidationCase(annotation=NUMBER, dtype=float, passes=True),
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ValidationCase(annotation=NUMBER, dtype=np.uint8, passes=True),
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ValidationCase(annotation=NUMBER, dtype=np.float16, passes=True),
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ValidationCase(annotation=NUMBER, dtype=str, passes=False),
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ValidationCase(annotation=INTEGER, dtype=int, passes=True),
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ValidationCase(annotation=INTEGER, dtype=np.uint8, passes=True),
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ValidationCase(annotation=INTEGER, dtype=float, passes=False),
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ValidationCase(annotation=INTEGER, dtype=np.float32, passes=False),
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ValidationCase(annotation=INTEGER, dtype=str, passes=False),
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ValidationCase(annotation=FLOAT, dtype=float, passes=True),
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ValidationCase(annotation=FLOAT, dtype=np.float32, passes=True),
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ValidationCase(annotation=FLOAT, dtype=int, passes=False),
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ValidationCase(annotation=FLOAT, dtype=np.uint8, passes=False),
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ValidationCase(annotation=FLOAT, dtype=str, passes=False),
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ValidationCase(annotation=STRING, dtype=str, passes=True),
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ValidationCase(annotation=STRING, dtype=int, passes=False),
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ValidationCase(annotation=STRING, dtype=float, passes=False),
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ValidationCase(annotation=MODEL, dtype=BasicModel, passes=True),
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ValidationCase(annotation=MODEL, dtype=BadModel, passes=False),
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ValidationCase(annotation=MODEL, dtype=int, passes=False),
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ValidationCase(annotation=MODEL, dtype=SubClass, passes=True),
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ValidationCase(annotation=UNION_PIPE, dtype=np.uint32, passes=True),
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ValidationCase(annotation=UNION_PIPE, dtype=np.float32, passes=True),
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ValidationCase(annotation=UNION_PIPE, dtype=np.uint64, passes=False),
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ValidationCase(annotation=UNION_PIPE, dtype=np.float64, passes=False),
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ValidationCase(annotation=UNION_PIPE, dtype=str, passes=False),
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ValidationCase(annotation=UNION_TYPE, dtype=np.uint32, passes=True),
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ValidationCase(annotation=UNION_TYPE, dtype=np.float32, passes=True),
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ValidationCase(annotation=UNION_TYPE, dtype=np.uint64, passes=False),
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ValidationCase(annotation=UNION_TYPE, dtype=np.float64, passes=False),
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ValidationCase(annotation=UNION_TYPE, dtype=str, passes=False),
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],
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ids=[
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"float",
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"int",
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"uint8",
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"number-int",
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"number-float",
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"number-uint8",
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"number-float16",
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"number-str",
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"integer-int",
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"integer-uint8",
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"integer-float",
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"integer-float32",
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"integer-str",
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"float-float",
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"float-float32",
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"float-int",
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"float-uint8",
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"float-str",
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"str-str",
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"str-int",
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"str-float",
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"model-model",
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"model-badmodel",
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"model-int",
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"model-subclass",
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"union-pipe-uint32",
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"union-pipe-float32",
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"union-pipe-uint64",
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"union-pipe-float64",
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"union-pipe-str",
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"union-type-uint32",
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"union-type-float32",
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"union-type-uint64",
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"union-type-float64",
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"union-type-str",
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],
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)
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DTYPE_CASES = [
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ValidationCase(dtype=float, passes=True),
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ValidationCase(dtype=int, passes=False),
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ValidationCase(dtype=np.uint8, passes=False),
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ValidationCase(annotation=NUMBER, dtype=int, passes=True),
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ValidationCase(annotation=NUMBER, dtype=float, passes=True),
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ValidationCase(annotation=NUMBER, dtype=np.uint8, passes=True),
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ValidationCase(annotation=NUMBER, dtype=np.float16, passes=True),
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ValidationCase(annotation=NUMBER, dtype=str, passes=False),
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ValidationCase(annotation=INTEGER, dtype=int, passes=True),
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ValidationCase(annotation=INTEGER, dtype=np.uint8, passes=True),
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ValidationCase(annotation=INTEGER, dtype=float, passes=False),
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ValidationCase(annotation=INTEGER, dtype=np.float32, passes=False),
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ValidationCase(annotation=INTEGER, dtype=str, passes=False),
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ValidationCase(annotation=FLOAT, dtype=float, passes=True),
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ValidationCase(annotation=FLOAT, dtype=np.float32, passes=True),
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ValidationCase(annotation=FLOAT, dtype=int, passes=False),
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ValidationCase(annotation=FLOAT, dtype=np.uint8, passes=False),
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ValidationCase(annotation=FLOAT, dtype=str, passes=False),
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ValidationCase(annotation=STRING, dtype=str, passes=True),
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ValidationCase(annotation=STRING, dtype=int, passes=False),
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ValidationCase(annotation=STRING, dtype=float, passes=False),
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ValidationCase(annotation=MODEL, dtype=BasicModel, passes=True),
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ValidationCase(annotation=MODEL, dtype=BadModel, passes=False),
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ValidationCase(annotation=MODEL, dtype=int, passes=False),
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ValidationCase(annotation=MODEL, dtype=SubClass, passes=True),
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ValidationCase(annotation=UNION_TYPE, dtype=np.uint32, passes=True),
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ValidationCase(annotation=UNION_TYPE, dtype=np.float32, passes=True),
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ValidationCase(annotation=UNION_TYPE, dtype=np.uint64, passes=False),
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ValidationCase(annotation=UNION_TYPE, dtype=np.float64, passes=False),
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ValidationCase(annotation=UNION_TYPE, dtype=str, passes=False),
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]
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DTYPE_IDS = [
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"float",
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"int",
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"uint8",
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"number-int",
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"number-float",
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"number-uint8",
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"number-float16",
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"number-str",
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"integer-int",
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"integer-uint8",
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"integer-float",
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"integer-float32",
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"integer-str",
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"float-float",
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"float-float32",
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"float-int",
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"float-uint8",
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"float-str",
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"str-str",
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"str-int",
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"str-float",
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"model-model",
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"model-badmodel",
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"model-int",
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"model-subclass",
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"union-type-uint32",
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"union-type-float32",
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"union-type-uint64",
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"union-type-float64",
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"union-type-str",
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]
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if YES_PIPE:
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DTYPE_CASES.extend(
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[
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ValidationCase(annotation=UNION_PIPE, dtype=np.uint32, passes=True),
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ValidationCase(annotation=UNION_PIPE, dtype=np.float32, passes=True),
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ValidationCase(annotation=UNION_PIPE, dtype=np.uint64, passes=False),
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ValidationCase(annotation=UNION_PIPE, dtype=np.float64, passes=False),
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ValidationCase(annotation=UNION_PIPE, dtype=str, passes=False),
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]
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)
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DTYPE_IDS.extend(
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[
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"union-pipe-uint32",
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"union-pipe-float32",
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"union-pipe-uint64",
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"union-pipe-float64",
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"union-pipe-str",
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]
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)
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@pytest.fixture(scope="module", params=DTYPE_CASES, ids=DTYPE_IDS)
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def dtype_cases(request) -> ValidationCase:
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return request.param
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