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test_typing_inspect.py
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test_typing_inspect.py
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import sys
import pytest
from typing_inspect import (
is_generic_type, is_callable_type, is_new_type, is_tuple_type, is_union_type,
is_optional_type, is_final_type, is_literal_type, is_typevar, is_classvar,
is_forward_ref, get_origin, get_parameters, get_last_args, get_args, get_bound,
get_constraints, get_generic_type, get_generic_bases, get_last_origin,
typed_dict_keys, get_forward_arg, WITH_FINAL, WITH_LITERAL, LEGACY_TYPING, WITH_NEWTYPE,
)
from unittest import TestCase, main, skipIf, skipUnless
from typing import (
Union, Callable, Optional, TypeVar, Sequence, AnyStr, Mapping,
MutableMapping, Iterable, Generic, List, Any, Dict, Tuple, NamedTuple,
)
from mypy_extensions import TypedDict as METypedDict
from typing_extensions import TypedDict as TETypedDict
from typing_extensions import Final
from typing_extensions import Literal
from typing_extensions import NewType as NewType_
# Does this raise an exception ?
# from typing import ClassVar
if sys.version_info < (3, 5, 3):
WITH_CLASSVAR = False
CLASSVAR_GENERIC = []
CLASSVAR_TYPEVAR = []
else:
from typing import ClassVar
WITH_CLASSVAR = True
CLASSVAR_GENERIC = [ClassVar[List[int]], ClassVar]
CLASSVAR_TYPEVAR = [ClassVar[int]]
# Does this raise an exception ?
# class Foo(Callable[[int], int]):
# pass
if sys.version_info < (3, 5, 3):
SUBCLASSABLE_CALLABLES = False
else:
SUBCLASSABLE_CALLABLES = True
# Does this raise an exception ?
# class MyClass(Tuple[str, int]):
# pass
if sys.version_info < (3, 5, 3):
SUBCLASSABLE_TUPLES = False
else:
SUBCLASSABLE_TUPLES = True
# Does this raise an exception ?
# T = TypeVar('T')
# Union[T, str][int]
if sys.version_info < (3, 5, 3):
EXISTING_UNIONS_SUBSCRIPTABLE = False
else:
EXISTING_UNIONS_SUBSCRIPTABLE = True
# Does this raise an exception ?
# Union[callable, Callable[..., int]]
if sys.version_info[:3] == (3, 5, 3) or sys.version_info[:3] < (3, 5, 2):
UNION_SUPPORTS_BUILTIN_CALLABLE = False
else:
UNION_SUPPORTS_BUILTIN_CALLABLE = True
# Does this raise an exception ?
# Tuple[T][int]
# List[Tuple[T]][int]
if sys.version_info[:3] == (3, 5, 3) or sys.version_info[:3] < (3, 5, 2):
GENERIC_TUPLE_PARAMETRIZABLE = False
else:
GENERIC_TUPLE_PARAMETRIZABLE = True
# Does this raise an exception ?
# Dict[T, T][int]
# Dict[int, Tuple[T, T]][int]
if sys.version_info[:3] == (3, 5, 3) or sys.version_info[:3] < (3, 5, 2):
GENERIC_WITH_MULTIPLE_IDENTICAL_PARAMETERS_CAN_BE_PARAMETRIZED_ONCE = False
else:
GENERIC_WITH_MULTIPLE_IDENTICAL_PARAMETERS_CAN_BE_PARAMETRIZED_ONCE = True
# Does this raise an exception ?
# Callable[[T], int][int]
# Callable[[], T][int]
if sys.version_info[:3] < (3, 5, 4):
CALLABLE_CAN_BE_PARAMETRIZED = False
else:
CALLABLE_CAN_BE_PARAMETRIZED = True
NEW_TYPING = sys.version_info[:3] >= (3, 7, 0) # PEP 560
PY36_TESTS = """
class TDM(METypedDict):
x: int
y: int
class TDE(TETypedDict):
x: int
y: int
class Other(dict):
x: int
y: int
"""
PY36 = sys.version_info[:3] >= (3, 6, 0)
PY39 = sys.version_info[:3] >= (3, 9, 0)
if PY36:
exec(PY36_TESTS)
# It is important for the test that this function is called 'NewType' to simulate the same __qualname__
# - which is "NewType.<locals>.new_type" - as typing.NewType has, i.e. it should be checked that is_new_type
# still do not accept a function which has the same __qualname__ and an attribute called __supertype__.
def NewType(name, tp):
def new_type(x):
return x
new_type.__name__ = name
new_type.__supertype__ = tp
return new_type
class IsUtilityTestCase(TestCase):
def sample_test(self, fun, samples, nonsamples):
msg = "Error asserting that %s(%s) is %s"
for s in samples:
self.assertTrue(fun(s), msg=msg % (fun.__name__, str(s), 'True'))
for s in nonsamples:
self.assertFalse(fun(s), msg=msg % (fun.__name__, str(s), 'False'))
def test_generic(self):
T = TypeVar('T')
samples = [Generic, Generic[T], Iterable[int], Mapping,
MutableMapping[T, List[int]], Sequence[Union[str, bytes]]]
if PY39:
samples.extend([list[int], dict[str, list[int]]])
nonsamples = [int, Union[int, str], Union[int, T], Callable[..., T],
Optional, bytes, list] + CLASSVAR_GENERIC
self.sample_test(is_generic_type, samples, nonsamples)
def test_callable(self):
samples = [Callable, Callable[..., int],
Callable[[int, int], Iterable[str]]]
nonsamples = [int, type, 42, [], List[int]]
if UNION_SUPPORTS_BUILTIN_CALLABLE:
nonsamples.append(Union[callable, Callable[..., int]])
self.sample_test(is_callable_type, samples, nonsamples)
if SUBCLASSABLE_CALLABLES:
class MyClass(Callable[[int], int]):
pass
self.assertTrue(is_callable_type(MyClass))
def test_tuple(self):
samples = [Tuple, Tuple[str, int], Tuple[Iterable, ...]]
if PY39:
samples.append(tuple[int, str])
nonsamples = [int, tuple, 42, List[int], NamedTuple('N', [('x', int)])]
self.sample_test(is_tuple_type, samples, nonsamples)
if SUBCLASSABLE_TUPLES:
class MyClass(Tuple[str, int]):
pass
self.assertTrue(is_tuple_type(MyClass))
def test_union(self):
T = TypeVar('T')
S = TypeVar('S')
samples = [Union, Union[T, int], Union[int, Union[T, S]]]
nonsamples = [int, Union[int, int], [], Iterable[Any]]
self.sample_test(is_union_type, samples, nonsamples)
@pytest.mark.skipif(sys.version_info < (3, 10), reason="requires 3.10 or higher")
def test_union_pep604(self):
T = TypeVar('T')
S = TypeVar('S')
samples = [T | int, int | (T | S), int | str]
nonsamples = [int, int | int, [], Iterable[Any]]
self.sample_test(is_union_type, samples, nonsamples)
def test_optional_type(self):
T = TypeVar('T')
samples = [type(None), # none type
Optional[int], # direct union to none type 1
Optional[T], # direct union to none type 2
Union[int, type(None)], # direct union to none type 4
]
if EXISTING_UNIONS_SUBSCRIPTABLE:
samples += [Optional[T][int], # direct union to none type 3
Union[str, T][type(None)] # direct union to none type 5
]
# nested unions are supported
samples += [Union[str, Optional[int]]] # nested Union 1
if EXISTING_UNIONS_SUBSCRIPTABLE:
samples += [Union[T, str][Optional[int]]] # nested Union 2
nonsamples = [int, Union[int, int], [], Iterable[Any], T]
if EXISTING_UNIONS_SUBSCRIPTABLE:
nonsamples += [Union[T, str][int]]
# unfortunately current definition sets these ones as non samples too
S1 = TypeVar('S1', bound=Optional[int])
S2 = TypeVar('S2', type(None), str)
S3 = TypeVar('S3', Optional[int], str)
S4 = TypeVar('S4', bound=Union[str, Optional[int]])
nonsamples += [S1, S2, S3, # typevar bound or constrained to optional
Union[S1, int], S4 # combinations of the above
]
self.sample_test(is_optional_type, samples, nonsamples)
@skipIf(not WITH_FINAL, "Final is not available")
def test_final_type(self):
samples = [
Final,
Final[int],
]
nonsamples = [
"v",
1,
(1, 2, 3),
int,
str,
Union["u", "v"],
]
self.sample_test(is_final_type, samples, nonsamples)
@skipIf(not WITH_LITERAL, "Literal is not available")
def test_literal_type(self):
samples = [
Literal,
Literal["v"],
Literal[1, 2, 3],
]
nonsamples = [
"v",
(1, 2, 3),
int,
str,
Union["u", "v"],
]
self.sample_test(is_literal_type, samples, nonsamples)
def test_typevar(self):
T = TypeVar('T')
S_co = TypeVar('S_co', covariant=True)
samples = [T, S_co]
nonsamples = [int, Union[T, int], Union[T, S_co], type] + CLASSVAR_TYPEVAR
self.sample_test(is_typevar, samples, nonsamples)
@skipIf(not WITH_CLASSVAR, "ClassVar is not present")
def test_classvar(self):
T = TypeVar('T')
samples = [ClassVar, ClassVar[int], ClassVar[List[T]]]
nonsamples = [int, 42, Iterable, List[int], type, T]
self.sample_test(is_classvar, samples, nonsamples)
@skipIf(not WITH_NEWTYPE, "NewType is not present")
def test_new_type(self):
T = TypeVar('T')
class WithAttrSuperTypeCls:
__supertype__ = str
class WithAttrSuperTypeObj:
def __init__(self):
self.__supertype__ = str
samples = [
NewType_,
NewType_('A', int),
NewType_('B', complex),
NewType_('C', List[int]),
NewType_('D', Union['p', 'y', 't', 'h', 'o', 'n']),
NewType_('E', List[Dict[str, float]]),
NewType_('F', NewType('F_', int)),
]
nonsamples = [
int,
42,
Iterable,
List[int],
Union["u", "v"],
type,
T,
NewType,
NewType('N', int),
WithAttrSuperTypeCls,
WithAttrSuperTypeCls(),
WithAttrSuperTypeObj,
WithAttrSuperTypeObj(),
]
self.sample_test(is_new_type, samples, nonsamples)
def test_is_forward_ref(self):
samples = []
nonsamples = []
for tp in (
Union["FowardReference", Dict[str, List[int]]],
Union["FR", List["FR"]],
Optional["Fref"],
Union["fRef", int],
Union["fR", AnyStr],
):
fr, not_fr = get_args(tp)
samples.append(fr)
nonsamples.append(not_fr)
self.sample_test(is_forward_ref, samples, nonsamples)
class GetUtilityTestCase(TestCase):
@skipIf(NEW_TYPING, "Not supported in Python 3.7")
def test_last_origin(self):
T = TypeVar('T')
self.assertEqual(get_last_origin(int), None)
if WITH_CLASSVAR:
self.assertEqual(get_last_origin(ClassVar[int]), None)
self.assertEqual(get_last_origin(Generic[T]), Generic)
if EXISTING_UNIONS_SUBSCRIPTABLE:
self.assertEqual(get_last_origin(Union[T, int][str]), Union[T, int])
if GENERIC_TUPLE_PARAMETRIZABLE:
tp = List[Tuple[T, T]][int]
self.assertEqual(get_last_origin(tp), List[Tuple[T, T]])
self.assertEqual(get_last_origin(List), List)
def test_origin(self):
T = TypeVar('T')
self.assertEqual(get_origin(int), None)
if WITH_CLASSVAR:
self.assertEqual(get_origin(ClassVar[int]), None)
self.assertEqual(get_origin(Generic), Generic)
self.assertEqual(get_origin(Generic[T]), Generic)
# Cannot use assertEqual on Py3.5.2.
self.assertIs(get_origin(Literal[42]), Literal)
if PY39:
self.assertEqual(get_origin(list[int]), list)
if GENERIC_TUPLE_PARAMETRIZABLE:
tp = List[Tuple[T, T]][int]
self.assertEqual(get_origin(tp), list if NEW_TYPING else List)
def test_parameters(self):
T = TypeVar('T')
S_co = TypeVar('S_co', covariant=True)
U = TypeVar('U')
self.assertEqual(get_parameters(int), ())
self.assertEqual(get_parameters(Generic), ())
self.assertEqual(get_parameters(Union), ())
if not LEGACY_TYPING:
self.assertEqual(get_parameters(List[int]), ())
else:
# in 3.5.3 a list has no __args__ and instead they are used in __parameters__
# in 3.5.1 the behaviour is normal again.
pass
self.assertEqual(get_parameters(Generic[T]), (T,))
self.assertEqual(get_parameters(Tuple[List[T], List[S_co]]), (T, S_co))
if EXISTING_UNIONS_SUBSCRIPTABLE:
self.assertEqual(get_parameters(Union[S_co, Tuple[T, T]][int, U]), (U,))
self.assertEqual(get_parameters(Mapping[T, Tuple[S_co, T]]), (T, S_co))
if PY39:
self.assertEqual(get_parameters(dict[int, T]), (T,))
@skipIf(NEW_TYPING, "Not supported in Python 3.7")
def test_last_args(self):
T = TypeVar('T')
S = TypeVar('S')
self.assertEqual(get_last_args(int), ())
self.assertEqual(get_last_args(Union), ())
if WITH_CLASSVAR:
self.assertEqual(get_last_args(ClassVar[int]), (int,))
self.assertEqual(get_last_args(Union[T, int]), (T, int))
self.assertEqual(get_last_args(Union[str, int]), (str, int))
self.assertEqual(get_last_args(Tuple[T, int]), (T, int))
self.assertEqual(get_last_args(Tuple[str, int]), (str, int))
self.assertEqual(get_last_args(Generic[T]), (T, ))
if GENERIC_TUPLE_PARAMETRIZABLE:
tp = Iterable[Tuple[T, S]][int, T]
self.assertEqual(get_last_args(tp), (int, T))
if LEGACY_TYPING:
self.assertEqual(get_last_args(Callable[[T, S], int]), (T, S))
self.assertEqual(get_last_args(Callable[[], int]), ())
else:
self.assertEqual(get_last_args(Callable[[T, S], int]), (T, S, int))
self.assertEqual(get_last_args(Callable[[], int]), (int,))
@skipIf(NEW_TYPING, "Not supported in Python 3.7")
def test_args(self):
if EXISTING_UNIONS_SUBSCRIPTABLE:
T = TypeVar('T')
self.assertEqual(get_args(Union[int, Tuple[T, int]][str]),
(int, (Tuple, str, int)))
self.assertEqual(get_args(Union[int, Union[T, int], str][int]),
(int, str))
self.assertEqual(get_args(int), ())
def test_args_evaluated(self):
T = TypeVar('T')
if EXISTING_UNIONS_SUBSCRIPTABLE:
self.assertEqual(get_args(Union[int, Tuple[T, int]][str], evaluate=True),
(int, Tuple[str, int]))
if GENERIC_WITH_MULTIPLE_IDENTICAL_PARAMETERS_CAN_BE_PARAMETRIZED_ONCE:
tp = Dict[int, Tuple[T, T]][Optional[int]]
self.assertEqual(get_args(tp, evaluate=True),
(int, Tuple[Optional[int], Optional[int]]))
if CALLABLE_CAN_BE_PARAMETRIZED:
tp = Callable[[], T][int]
self.assertEqual(get_args(tp, evaluate=True), ([], int,))
self.assertEqual(get_args(Union[int, Callable[[Tuple[T, ...]], str]], evaluate=True),
(int, Callable[[Tuple[T, ...]], str]))
# ClassVar special-casing
if WITH_CLASSVAR:
self.assertEqual(get_args(ClassVar, evaluate=True), ())
self.assertEqual(get_args(ClassVar[int], evaluate=True), (int,))
# Final special-casing
if WITH_FINAL:
self.assertEqual(get_args(Final, evaluate=True), ())
self.assertEqual(get_args(Final[int], evaluate=True), (int,))
# Literal special-casing
if WITH_LITERAL:
self.assertEqual(get_args(Literal, evaluate=True), ())
self.assertEqual(get_args(Literal["value"], evaluate=True), ("value",))
self.assertEqual(get_args(Literal[1, 2, 3], evaluate=True), (1, 2, 3))
if PY39:
self.assertEqual(get_args(list[int]), (int,))
self.assertEqual(get_args(tuple[int, str]), (int, str))
self.assertEqual(get_args(list[list[int]]), (list[int],))
# This would return (~T,) before Python 3.9.
self.assertEqual(get_args(List), ())
if sys.version_info >= (3, 10):
self.assertEqual(get_args(int | str), (int, str))
self.assertEqual(get_args((int | tuple[T, int])[str]), (int, tuple[str, int]))
def test_bound(self):
T = TypeVar('T')
TB = TypeVar('TB', bound=int)
self.assertEqual(get_bound(T), None)
self.assertEqual(get_bound(TB), int)
def test_constraints(self):
T = TypeVar('T')
TC = TypeVar('TC', int, str)
self.assertEqual(get_constraints(T), ())
self.assertEqual(get_constraints(TC), (int, str))
def test_generic_type(self):
T = TypeVar('T')
class Node(Generic[T]): pass
self.assertIs(get_generic_type(Node()), Node)
if not LEGACY_TYPING:
self.assertIs(get_generic_type(Node[int]()), Node[int])
self.assertIs(get_generic_type(Node[T]()), Node[T],)
else:
# Node[int]() was creating an object of NEW type Node[~T]
# and Node[T]() was creating an object of NEW type Node[~T]
pass
self.assertIs(get_generic_type(1), int)
def test_generic_bases(self):
class MyClass(List[int], Mapping[str, List[int]]): pass
self.assertEqual(get_generic_bases(MyClass),
(List[int], Mapping[str, List[int]]))
self.assertEqual(get_generic_bases(int), ())
@skipUnless(PY36, "Python 3.6 required")
def test_typed_dict_mypy_extension(self):
TDOld = METypedDict("TDOld", {'x': int, 'y': int})
self.assertEqual(typed_dict_keys(TDM), {'x': int, 'y': int})
self.assertEqual(typed_dict_keys(TDOld), {'x': int, 'y': int})
self.assertIs(typed_dict_keys(dict), None)
self.assertIs(typed_dict_keys(Other), None)
self.assertIsNot(typed_dict_keys(TDM), TDM.__annotations__)
@skipUnless(PY36, "Python 3.6 required")
def test_typed_dict_typing_extension(self):
TDOld = TETypedDict("TDOld", {'x': int, 'y': int})
self.assertEqual(typed_dict_keys(TDE), {'x': int, 'y': int})
self.assertEqual(typed_dict_keys(TDOld), {'x': int, 'y': int})
self.assertIs(typed_dict_keys(dict), None)
self.assertIs(typed_dict_keys(Other), None)
self.assertIsNot(typed_dict_keys(TDE), TDE.__annotations__)
@skipIf(
(3, 5, 2) > sys.version_info[:3] >= (3, 5, 0),
"get_args doesn't work in Python 3.5.0 and 3.5.1 for type"
" List and ForwardRef arg"
)
def test_get_forward_arg(self):
tp = List["FRef"]
fr = get_args(tp)[0]
self.assertEqual(get_forward_arg(fr), "FRef")
self.assertEqual(get_forward_arg(tp), None)
if __name__ == '__main__':
main()