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from sys import version_info from typing import List, Dict, Union, Optional, Callable, Any, Tuple, Type, Iterable from unittest import TestCase, skipUnless import nptyping as nptyping import numpy from typish import Literal, instance_of, State, register_get_type class A: pass class B(A): pass class C(B): pass class D(C): pass class E(D): pass class F(E, str): pass class TestInstanceOf(TestCase): def test_instance_of(self): self.assertTrue(instance_of([[[1], [2]]], List[List[List[int]]])) self.assertTrue(instance_of([[[1], ['2']]], List[List[List[object]]])) self.assertTrue(instance_of([], List[int])) self.assertTrue(instance_of({}, Dict[int, int])) def test_instance_of_multiple(self): self.assertTrue(instance_of(F(), A)) self.assertTrue(instance_of(F(), str)) self.assertTrue(instance_of(F(), A, str)) self.assertTrue(not instance_of(F(), A, str, int)) def test_instance_of_union(self): self.assertTrue(instance_of(F(), Union[int, A])) self.assertTrue(instance_of(F(), Union[A, int])) self.assertTrue(instance_of(F(), Union[A, str])) self.assertTrue(instance_of(F(), Optional[str])) self.assertTrue(instance_of(None, Optional[str])) self.assertTrue(instance_of(Any, Union[int, Literal[Any]])) def test_instance_of_callable(self): def func1(x: int, y: str) -> object: pass def func2() -> int: pass def func3(x: int): pass def func4(): pass def func5(x): pass def func6(l: List[List[List[int]]]): pass self.assertTrue(instance_of(func1, Callable[[int, str], object])) self.assertTrue(instance_of(func1, Callable[[object, str], object])) self.assertTrue(not instance_of(func1, Callable[[str, str], object])) self.assertTrue(not instance_of(func1, Callable[[str, str], int])) self.assertTrue(instance_of(func2, Callable[[], int])) self.assertTrue(instance_of(func3, Callable[[int], Any])) self.assertTrue(instance_of(func4, Callable)) self.assertTrue(instance_of(func5, Callable[[Any], Any])) self.assertTrue(instance_of(func6, Callable[[List[List[List[int]]]], Any])) def test_lambda_instance_of_callable(self): self.assertTrue(instance_of(lambda x, y: 42, Callable[[int, str], str])) self.assertTrue(instance_of(lambda: 42, Callable[[], str])) def test_instance_of_type(self): self.assertTrue(instance_of(int, Type)) self.assertTrue(instance_of(int, Type[int])) self.assertTrue(not instance_of(str, Type[int])) def test_instance_of_tuple(self): self.assertTrue(instance_of((1,), Tuple[int])) self.assertTrue(instance_of((1, 2, 3), Tuple[int, ...])) def test_instance_of_list_with_union(self): self.assertTrue(instance_of([1, '2', 3], List[Union[int, str]])) self.assertTrue(not instance_of([1, '2', 3], List[Union[int, float]])) def test_instance_of_tuple_with_union(self): self.assertTrue(instance_of((1, '2', 3), Tuple[Union[int, str], ...])) self.assertTrue(not instance_of((1, '2', 3), Tuple[Union[int, float], ...])) def test_instance_of_iterable(self): self.assertTrue(instance_of([1, 2, 3], Iterable[int])) self.assertTrue(instance_of((1, 2, 3), Iterable[int])) def test_instance_of_literal(self): self.assertTrue(instance_of(42, Literal[42])) self.assertTrue(instance_of(42, Literal[42], int)) self.assertTrue(not instance_of(43, Literal[42])) self.assertTrue(not instance_of(42, Literal[42], str)) self.assertTrue(not instance_of(42, Literal)) self.assertTrue(instance_of(Any, Literal[Any])) self.assertTrue(not instance_of(42, Literal[Any])) self.assertTrue(not instance_of(42, Literal)) self.assertTrue(instance_of(2, Literal[1, 2])) def test_instance_of_typing_literal(self): # This is to mock Python 3.8 Literal. class LiteralMockMeta(type): __name__ = 'Literal' def __instancecheck__(self, instance): raise Exception('typing.Literal does not allow instance checks.') class LiteralMock(metaclass=LiteralMockMeta): __args__ = (42,) self.assertTrue(instance_of(42, LiteralMock)) def test_instance_of_numpy(self): self.assertTrue(instance_of(numpy.array([1, 2, 3]), numpy.ndarray)) def test_instance_of_nptyping_ndarray(self): local_state = State() register_get_type(numpy.ndarray, nptyping.NDArray.type_of, local_state) arr = numpy.array([1, 2, 3]) arr_type = nptyping.NDArray[(3,), int] self.assertTrue(instance_of(arr, arr_type, state=local_state)) self.assertTrue(instance_of([arr], List[arr_type], state=local_state)) self.assertTrue(instance_of([arr], List[nptyping.NDArray], state=local_state)) self.assertTrue(not instance_of([arr], List[nptyping.NDArray[(4,), float]], state=local_state)) @skipUnless(10 * version_info.major + version_info.minor >= 39, 'PEP-585') def test_instance_of_py39_types(self): self.assertTrue(instance_of({'42': 42}, Dict[str, int])) self.assertTrue(not instance_of({'42': 42}, Dict[str, str])) self.assertTrue(not instance_of({42: 42}, Dict[str, int])) self.assertTrue(instance_of([1, 2, 3], list[int])) self.assertTrue(not instance_of([1, 2, 3], list[str]))