AlkantarClanX12
Your IP : 52.15.78.119
"""Test the runtime usage of `numpy.typing`."""
from __future__ import annotations
from typing import (
get_type_hints,
Union,
NamedTuple,
get_args,
get_origin,
Any,
)
import pytest
import numpy as np
import numpy.typing as npt
import numpy._typing as _npt
class TypeTup(NamedTuple):
typ: type
args: tuple[type, ...]
origin: None | type
NDArrayTup = TypeTup(npt.NDArray, npt.NDArray.__args__, np.ndarray)
TYPES = {
"ArrayLike": TypeTup(npt.ArrayLike, npt.ArrayLike.__args__, Union),
"DTypeLike": TypeTup(npt.DTypeLike, npt.DTypeLike.__args__, Union),
"NBitBase": TypeTup(npt.NBitBase, (), None),
"NDArray": NDArrayTup,
}
@pytest.mark.parametrize("name,tup", TYPES.items(), ids=TYPES.keys())
def test_get_args(name: type, tup: TypeTup) -> None:
"""Test `typing.get_args`."""
typ, ref = tup.typ, tup.args
out = get_args(typ)
assert out == ref
@pytest.mark.parametrize("name,tup", TYPES.items(), ids=TYPES.keys())
def test_get_origin(name: type, tup: TypeTup) -> None:
"""Test `typing.get_origin`."""
typ, ref = tup.typ, tup.origin
out = get_origin(typ)
assert out == ref
@pytest.mark.parametrize("name,tup", TYPES.items(), ids=TYPES.keys())
def test_get_type_hints(name: type, tup: TypeTup) -> None:
"""Test `typing.get_type_hints`."""
typ = tup.typ
# Explicitly set `__annotations__` in order to circumvent the
# stringification performed by `from __future__ import annotations`
def func(a): pass
func.__annotations__ = {"a": typ, "return": None}
out = get_type_hints(func)
ref = {"a": typ, "return": type(None)}
assert out == ref
@pytest.mark.parametrize("name,tup", TYPES.items(), ids=TYPES.keys())
def test_get_type_hints_str(name: type, tup: TypeTup) -> None:
"""Test `typing.get_type_hints` with string-representation of types."""
typ_str, typ = f"npt.{name}", tup.typ
# Explicitly set `__annotations__` in order to circumvent the
# stringification performed by `from __future__ import annotations`
def func(a): pass
func.__annotations__ = {"a": typ_str, "return": None}
out = get_type_hints(func)
ref = {"a": typ, "return": type(None)}
assert out == ref
def test_keys() -> None:
"""Test that ``TYPES.keys()`` and ``numpy.typing.__all__`` are synced."""
keys = TYPES.keys()
ref = set(npt.__all__)
assert keys == ref
PROTOCOLS: dict[str, tuple[type[Any], object]] = {
"_SupportsDType": (_npt._SupportsDType, np.int64(1)),
"_SupportsArray": (_npt._SupportsArray, np.arange(10)),
"_SupportsArrayFunc": (_npt._SupportsArrayFunc, np.arange(10)),
"_NestedSequence": (_npt._NestedSequence, [1]),
}
@pytest.mark.parametrize("cls,obj", PROTOCOLS.values(), ids=PROTOCOLS.keys())
class TestRuntimeProtocol:
def test_isinstance(self, cls: type[Any], obj: object) -> None:
assert isinstance(obj, cls)
assert not isinstance(None, cls)
def test_issubclass(self, cls: type[Any], obj: object) -> None:
if cls is _npt._SupportsDType:
pytest.xfail(
"Protocols with non-method members don't support issubclass()"
)
assert issubclass(type(obj), cls)
assert not issubclass(type(None), cls)