check-parameter-specification.test

[case testBasicParamSpec]
from typing_extensions import ParamSpec
P = ParamSpec('P')
[builtins fixtures/tuple.pyi]

[case testInvalidParamSpecDefinitions]
from typing import ParamSpec

P1 = ParamSpec("P1", covariant=True)  # E: Only the first argument to ParamSpec has defined semantics
P2 = ParamSpec("P2", contravariant=True)  # E: Only the first argument to ParamSpec has defined semantics
P3 = ParamSpec("P3", bound=int)  # E: Only the first argument to ParamSpec has defined semantics
P4 = ParamSpec("P4", int, str)  # E: Only the first argument to ParamSpec has defined semantics
P5 = ParamSpec("P5", covariant=True, bound=int)  # E: Only the first argument to ParamSpec has defined semantics
[builtins fixtures/paramspec.pyi]

[case testParamSpecLocations]
from typing import Callable, List
from typing_extensions import ParamSpec, Concatenate
P = ParamSpec('P')

x: P  # E: ParamSpec "P" is unbound

def foo1(x: Callable[P, int]) -> Callable[P, str]:  ...

def foo2(x: P) -> P: ...  # E: Invalid location for ParamSpec "P" \
                          # N: You can use ParamSpec as the first argument to Callable, e.g., 'Callable[P, int]'

def foo3(x: Concatenate[int, P]) -> int: ...  # E: Invalid location for Concatenate \
                                              # N: You can use Concatenate as the first argument to Callable

def foo4(x: List[P]) -> None: ...  # E: Invalid location for ParamSpec "P" \
                                   # N: You can use ParamSpec as the first argument to Callable, e.g., 'Callable[P, int]'

def foo5(x: Callable[[int, str], P]) -> None: ...  # E: Invalid location for ParamSpec "P" \
                                                   # N: You can use ParamSpec as the first argument to Callable, e.g., 'Callable[P, int]'

def foo6(x: Callable[[P], int]) -> None: ...  # E: Invalid location for ParamSpec "P" \
                                              # N: You can use ParamSpec as the first argument to Callable, e.g., 'Callable[P, int]'
[builtins fixtures/paramspec.pyi]

[case testParamSpecContextManagerLike]
from typing import Callable, List, Iterator, TypeVar
from typing_extensions import ParamSpec
P = ParamSpec('P')
T = TypeVar('T')

def tmpcontextmanagerlike(x: Callable[P, Iterator[T]]) -> Callable[P, List[T]]: ...

@tmpcontextmanagerlike
def whatever(x: int) -> Iterator[int]:
    yield x

reveal_type(whatever)  # N: Revealed type is "def (x: builtins.int) -> builtins.list[builtins.int]"
reveal_type(whatever(217))  # N: Revealed type is "builtins.list[builtins.int]"
[builtins fixtures/paramspec.pyi]

[case testInvalidParamSpecType]
# flags: --python-version 3.10
from typing import ParamSpec

P = ParamSpec("P")

class MyFunction(P):  # E: Invalid base class "P"
    ...

[case testParamSpecRevealType]
from typing import Callable
from typing_extensions import ParamSpec

P = ParamSpec('P')

def f(x: Callable[P, int]) -> None: ...
reveal_type(f)  # N: Revealed type is "def [P] (x: def (*P.args, **P.kwargs) -> builtins.int)"
[builtins fixtures/paramspec.pyi]

[case testParamSpecSimpleFunction]
from typing import Callable, TypeVar
from typing_extensions import ParamSpec

P = ParamSpec('P')

def changes_return_type_to_str(x: Callable[P, int]) -> Callable[P, str]: ...

def returns_int(a: str, b: bool) -> int: ...

reveal_type(changes_return_type_to_str(returns_int))  # N: Revealed type is "def (a: builtins.str, b: builtins.bool) -> builtins.str"
[builtins fixtures/paramspec.pyi]

[case testParamSpecSimpleClass]
from typing import Callable, TypeVar, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')

class C(Generic[P]):
    def __init__(self, x: Callable[P, None]) -> None: ...

    def m(self, *args: P.args, **kwargs: P.kwargs) -> int:
        return 1

def f(x: int, y: str) -> None: ...

reveal_type(C(f))  # N: Revealed type is "__main__.C[[x: builtins.int, y: builtins.str]]"
reveal_type(C(f).m)  # N: Revealed type is "def (x: builtins.int, y: builtins.str) -> builtins.int"
[builtins fixtures/dict.pyi]

[case testParamSpecClassWithPrefixArgument]
from typing import Callable, TypeVar, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')

class C(Generic[P]):
    def __init__(self, x: Callable[P, None]) -> None: ...

    def m(self, a: str, *args: P.args, **kwargs: P.kwargs) -> int:
        return 1

def f(x: int, y: str) -> None: ...

reveal_type(C(f).m)  # N: Revealed type is "def (a: builtins.str, x: builtins.int, y: builtins.str) -> builtins.int"
reveal_type(C(f).m('', 1, ''))  # N: Revealed type is "builtins.int"
[builtins fixtures/dict.pyi]

[case testParamSpecDecorator]
from typing import Callable, TypeVar, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')
R = TypeVar('R')

class W(Generic[P, R]):
    f: Callable[P, R]
    x: int
    def __call__(self, *args: P.args, **kwargs: P.kwargs) -> R:
        reveal_type(self.f(*args, **kwargs))  # N: Revealed type is "R`2"
        return self.f(*args, **kwargs)

def dec() -> Callable[[Callable[P, R]], W[P, R]]:
    pass

@dec()
def f(a: int, b: str) -> None: ...

reveal_type(f)  # N: Revealed type is "__main__.W[[a: builtins.int, b: builtins.str], None]"
reveal_type(f(1, ''))  # N: Revealed type is "None"
reveal_type(f.x)  # N: Revealed type is "builtins.int"

## TODO: How should this work?
#
# class C:
#     @dec()
#     def m(self, x: int) -> str: ...
#
# reveal_type(C().m(x=1))
[builtins fixtures/dict.pyi]

[case testParamSpecFunction]
from typing import Callable, TypeVar
from typing_extensions import ParamSpec

P = ParamSpec('P')
R = TypeVar('R')

def f(x: Callable[P, R], *args: P.args, **kwargs: P.kwargs) -> R:
    return x(*args, **kwargs)

def g(x: int, y: str) -> None: ...

reveal_type(f(g, 1, y='x'))  # N: Revealed type is "None"
f(g, 'x', y='x')  # E: Argument 2 to "f" has incompatible type "str"; expected "int"
f(g, 1, y=1)  # E: Argument "y" to "f" has incompatible type "int"; expected "str"
f(g)  # E: Missing positional arguments "x", "y" in call to "f"

[builtins fixtures/dict.pyi]

[case testParamSpecSpecialCase]
from typing import Callable, TypeVar
from typing_extensions import ParamSpec

P = ParamSpec('P')
T = TypeVar('T')

def register(func: Callable[P, T], *args: P.args, **kwargs: P.kwargs) -> Callable[P, T]: ...

def f(x: int, y: str, z: int, a: str) -> None: ...

x = register(f, 1, '', 1, '')
[builtins fixtures/dict.pyi]

[case testParamSpecInferredFromAny]
from typing import Callable, Any
from typing_extensions import ParamSpec

P = ParamSpec('P')

def f(x: Callable[P, int]) -> Callable[P, str]: ...

g: Any
reveal_type(f(g))  # N: Revealed type is "def (*Any, **Any) -> builtins.str"

f(g)(1, 3, x=1, y=2)
[builtins fixtures/paramspec.pyi]

[case testParamSpecDecoratorImplementation]
from typing import Callable, Any, TypeVar, List
from typing_extensions import ParamSpec

P = ParamSpec('P')
T = TypeVar('T')

def dec(f: Callable[P, T]) -> Callable[P, List[T]]:
    def wrapper(*args: P.args, **kwargs: P.kwargs) -> List[T]:
        return [f(*args, **kwargs)]
    return wrapper

@dec
def g(x: int, y: str = '') -> int: ...

reveal_type(g)  # N: Revealed type is "def (x: builtins.int, y: builtins.str =) -> builtins.list[builtins.int]"
[builtins fixtures/dict.pyi]

[case testParamSpecArgsAndKwargsTypes]
from typing import Callable, TypeVar, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')

class C(Generic[P]):
    def __init__(self, x: Callable[P, None]) -> None: ...

    def m(self, *args: P.args, **kwargs: P.kwargs) -> None:
        reveal_type(args)  # N: Revealed type is "P.args`1"
        reveal_type(kwargs)  # N: Revealed type is "P.kwargs`1"
[builtins fixtures/dict.pyi]

[case testParamSpecSubtypeChecking1]
from typing import Callable, TypeVar, Generic, Any
from typing_extensions import ParamSpec

P = ParamSpec('P')

class C(Generic[P]):
    def __init__(self, x: Callable[P, None]) -> None: ...

    def m(self, *args: P.args, **kwargs: P.kwargs) -> None:
        args = args
        kwargs = kwargs
        o: object
        o = args
        o = kwargs
        o2: object
        args = o2  # E: Incompatible types in assignment (expression has type "object", variable has type "P.args")
        kwargs = o2  # E: Incompatible types in assignment (expression has type "object", variable has type "P.kwargs")
        a: Any
        a = args
        a = kwargs
        args = kwargs  # E: Incompatible types in assignment (expression has type "P.kwargs", variable has type "P.args")
        kwargs = args  # E: Incompatible types in assignment (expression has type "P.args", variable has type "P.kwargs")
        args = a
        kwargs = a
[builtins fixtures/dict.pyi]

[case testParamSpecSubtypeChecking2]
from typing import Callable, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')
P2 = ParamSpec('P2')

class C(Generic[P]):
    pass

def f(c1: C[P], c2: C[P2]) -> None:
    c1 = c1
    c2 = c2
    c1 = c2  # E: Incompatible types in assignment (expression has type "C[P2]", variable has type "C[P]")
    c2 = c1  # E: Incompatible types in assignment (expression has type "C[P]", variable has type "C[P2]")

def g(f: Callable[P, None], g: Callable[P2, None]) -> None:
    f = f
    g = g
    f = g  # E: Incompatible types in assignment (expression has type "Callable[P2, None]", variable has type "Callable[P, None]")
    g = f  # E: Incompatible types in assignment (expression has type "Callable[P, None]", variable has type "Callable[P2, None]")
[builtins fixtures/dict.pyi]

[case testParamSpecJoin]
from typing import Callable, Generic, TypeVar
from typing_extensions import ParamSpec

P = ParamSpec('P')
P2 = ParamSpec('P2')
P3 = ParamSpec('P3')
T = TypeVar('T')

def join(x: T, y: T) -> T: ...

class C(Generic[P, P2]):
    def m(self, f: Callable[P, None], g: Callable[P2, None]) -> None:
        reveal_type(join(f, f))  # N: Revealed type is "def (*P.args, **P.kwargs)"
        reveal_type(join(f, g))  # N: Revealed type is "builtins.function"

    def m2(self, *args: P.args, **kwargs: P.kwargs) -> None:
        reveal_type(join(args, args))  # N: Revealed type is "P.args`1"
        reveal_type(join(kwargs, kwargs))  # N: Revealed type is "P.kwargs`1"
        reveal_type(join(args, kwargs))  # N: Revealed type is "builtins.object"
        def f(*args2: P2.args, **kwargs2: P2.kwargs) -> None:
            reveal_type(join(args, args2))  # N: Revealed type is "builtins.object"
            reveal_type(join(kwargs, kwargs2))  # N: Revealed type is "builtins.object"

    def m3(self, c: C[P, P3]) -> None:
        reveal_type(join(c, c))  # N: Revealed type is "__main__.C[P`1, P3`-1]"
        reveal_type(join(self, c))  # N: Revealed type is "builtins.object"
[builtins fixtures/dict.pyi]

[case testParamSpecClassWithAny]
from typing import Callable, Generic, Any
from typing_extensions import ParamSpec

P = ParamSpec('P')

class C(Generic[P]):
    def __init__(self, x: Callable[P, None]) -> None: ...

    def m(self, *args: P.args, **kwargs: P.kwargs) -> int:
        return 1

c: C[Any]
reveal_type(c)  # N: Revealed type is "__main__.C[Any]"
reveal_type(c.m)  # N: Revealed type is "def (*args: Any, **kwargs: Any) -> builtins.int"
c.m(4, 6, y='x')
c = c

def f() -> None: pass

c2 = C(f)
c2 = c
c3 = C(f)
c = c3
[builtins fixtures/dict.pyi]

[case testParamSpecInferredFromLambda]
from typing import Callable, TypeVar
from typing_extensions import ParamSpec

P = ParamSpec('P')
T = TypeVar('T')

# Similar to atexit.register
def register(f: Callable[P, T], *args: P.args, **kwargs: P.kwargs) -> Callable[P, T]: ...  # N: "register" defined here

def f(x: int) -> None: pass

reveal_type(register(lambda: f(1)))  # N: Revealed type is "def ()"
reveal_type(register(lambda x: f(x), x=1))  # N: Revealed type is "def (x: Any)"
register(lambda x: f(x))  # E: Missing positional argument "x" in call to "register"
register(lambda x: f(x), y=1)  # E: Unexpected keyword argument "y" for "register"
[builtins fixtures/dict.pyi]

[case testParamSpecInvalidCalls]
from typing import Callable, Generic
from typing_extensions import ParamSpec

P = ParamSpec('P')
P2 = ParamSpec('P2')

class C(Generic[P, P2]):
    def m1(self, *args: P.args, **kwargs: P.kwargs) -> None:
        self.m1(*args, **kwargs)
        self.m2(*args, **kwargs)  # E: Argument 1 to "m2" of "C" has incompatible type "*P.args"; expected "P2.args" \
            # E: Argument 2 to "m2" of "C" has incompatible type "**P.kwargs"; expected "P2.kwargs"
        self.m1(*kwargs, **args)  # E: Argument 1 to "m1" of "C" has incompatible type "*P.kwargs"; expected "P.args" \
            # E: Argument 2 to "m1" of "C" has incompatible type "**P.args"; expected "P.kwargs"
        self.m3(*args, **kwargs)  # E: Argument 1 to "m3" of "C" has incompatible type "*P.args"; expected "int" \
            # E: Argument 2 to "m3" of "C" has incompatible type "**P.kwargs"; expected "int"
        self.m4(*args, **kwargs)  # E: Argument 1 to "m4" of "C" has incompatible type "*P.args"; expected "int" \
            # E: Argument 2 to "m4" of "C" has incompatible type "**P.kwargs"; expected "int"

        self.m1(*args, **args)  # E: Argument 2 to "m1" of "C" has incompatible type "**P.args"; expected "P.kwargs"
        self.m1(*kwargs, **kwargs)  # E: Argument 1 to "m1" of "C" has incompatible type "*P.kwargs"; expected "P.args"

    def m2(self, *args: P2.args, **kwargs: P2.kwargs) -> None:
        pass

    def m3(self, *args: int, **kwargs: int) -> None:
        pass

    def m4(self, x: int) -> None:
        pass
[builtins fixtures/dict.pyi]

[case testParamSpecOverUnannotatedDecorator]
from typing import Callable, Iterator, TypeVar, ContextManager, Any
from typing_extensions import ParamSpec

from nonexistent import deco2  # type: ignore

T = TypeVar("T")
P = ParamSpec("P")
T_co = TypeVar("T_co", covariant=True)

class CM(ContextManager[T_co]):
    def __call__(self, func: T) -> T: ...

def deco1(
    func: Callable[P, Iterator[T]]) -> Callable[P, CM[T]]: ...

@deco1
@deco2
def f():
    pass

reveal_type(f)  # N: Revealed type is "def (*Any, **Any) -> __main__.CM[Any]"

with f() as x:
    pass
[builtins fixtures/dict.pyi]
[typing fixtures/typing-full.pyi]

[case testParamSpecLiterals]
from typing_extensions import ParamSpec, TypeAlias
from typing import Generic, TypeVar

P = ParamSpec("P")
T = TypeVar("T")

class Z(Generic[P]): ...

# literals can be applied
n: Z[[int]]

# TODO: type aliases too
nt1 = Z[[int]]
nt2: TypeAlias = Z[[int]]

unt1: nt1
unt2: nt2

# literals actually keep types
reveal_type(n)  # N: Revealed type is "__main__.Z[[builtins.int]]"
reveal_type(unt1)  # N: Revealed type is "__main__.Z[[builtins.int]]"
reveal_type(unt2)  # N: Revealed type is "__main__.Z[[builtins.int]]"

# passing into a function keeps the type
def fT(a: T) -> T: ...
def fP(a: Z[P]) -> Z[P]: ...

reveal_type(fT(n))  # N: Revealed type is "__main__.Z[[builtins.int]]"
reveal_type(fP(n))  # N: Revealed type is "__main__.Z[[builtins.int]]"

# literals can be in function args and return type
def k(a: Z[[int]]) -> Z[[str]]: ...

# functions work
reveal_type(k(n))  # N: Revealed type is "__main__.Z[[builtins.str]]"

# literals can be matched in arguments
def kb(a: Z[[bytes]]) -> Z[[str]]: ...

reveal_type(kb(n))  # N: Revealed type is "__main__.Z[[builtins.str]]" \
                    # E: Argument 1 to "kb" has incompatible type "Z[[int]]"; expected "Z[[bytes]]"


n2: Z[bytes]

reveal_type(kb(n2))  # N: Revealed type is "__main__.Z[[builtins.str]]"
[builtins fixtures/tuple.pyi]

[case testParamSpecConcatenateFromPep]
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, TypeVar, Generic

P = ParamSpec("P")
R = TypeVar("R")

# CASE 1
class Request:
    ...

def with_request(f: Callable[Concatenate[Request, P], R]) -> Callable[P, R]:
    def inner(*args: P.args, **kwargs: P.kwargs) -> R:
        return f(Request(), *args, **kwargs)
    return inner

@with_request
def takes_int_str(request: Request, x: int, y: str) -> int:
    # use request
    return x + 7

reveal_type(takes_int_str)  # N: Revealed type is "def (x: builtins.int, y: builtins.str) -> builtins.int"

takes_int_str(1, "A") # Accepted
takes_int_str("B", 2) # E: Argument 1 to "takes_int_str" has incompatible type "str"; expected "int" \
                      # E: Argument 2 to "takes_int_str" has incompatible type "int"; expected "str"

# CASE 2
T = TypeVar("T")
P_2 = ParamSpec("P_2")

class X(Generic[T, P]):
  f: Callable[P, int]
  x: T

def f1(x: X[int, P_2]) -> str: ...                    # Accepted
def f2(x: X[int, Concatenate[int, P_2]]) -> str: ...  # Accepted
def f3(x: X[int, [int, bool]]) -> str: ...            # Accepted
# ellipsis only show up here, but I can assume it works like Callable[..., R]
def f4(x: X[int, ...]) -> str: ...                    # Accepted
# TODO: this is not rejected:
# def f5(x: X[int, int]) -> str: ...                    # Rejected

# CASE 3
def bar(x: int, *args: bool) -> int: ...
def add(x: Callable[P, int]) -> Callable[Concatenate[str, P], bool]: ...

reveal_type(add(bar))       # N: Revealed type is "def (builtins.str, x: builtins.int, *args: builtins.bool) -> builtins.bool"

def remove(x: Callable[Concatenate[int, P], int]) -> Callable[P, bool]: ...

reveal_type(remove(bar))    # N: Revealed type is "def (*args: builtins.bool) -> builtins.bool"

def transform(
  x: Callable[Concatenate[int, P], int]
) -> Callable[Concatenate[str, P], bool]: ...

# In the PEP, "__a" appears. What is that? Autogenerated names? To what spec?
reveal_type(transform(bar)) # N: Revealed type is "def (builtins.str, *args: builtins.bool) -> builtins.bool"

# CASE 4
def expects_int_first(x: Callable[Concatenate[int, P], int]) -> None: ...

@expects_int_first  # E: Argument 1 to "expects_int_first" has incompatible type "Callable[[str], int]"; expected "Callable[[int], int]" \
                    # N: This is likely because "one" has named arguments: "x". Consider marking them positional-only
def one(x: str) -> int: ...

@expects_int_first  # E: Argument 1 to "expects_int_first" has incompatible type "Callable[[NamedArg(int, 'x')], int]"; expected "Callable[[int, NamedArg(int, 'x')], int]"
def two(*, x: int) -> int: ...

@expects_int_first  # E: Argument 1 to "expects_int_first" has incompatible type "Callable[[KwArg(int)], int]"; expected "Callable[[int, KwArg(int)], int]"
def three(**kwargs: int) -> int: ...

@expects_int_first # Accepted
def four(*args: int) -> int: ...
[builtins fixtures/tuple.pyi]
[builtins fixtures/dict.pyi]

[case testParamSpecTwiceSolving]
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, TypeVar

P = ParamSpec("P")
R = TypeVar("R")

def f(one: Callable[Concatenate[int, P], R], two: Callable[Concatenate[str, P], R]) -> Callable[P, R]: ...

a: Callable[[int, bytes], str]
b: Callable[[str, bytes], str]

reveal_type(f(a, b))  # N: Revealed type is "def (builtins.bytes) -> builtins.str"
[builtins fixtures/paramspec.pyi]

[case testParamSpecConcatenateInReturn]
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, Protocol

P = ParamSpec("P")

def f(i: Callable[Concatenate[int, P], str]) -> Callable[Concatenate[int, P], str]: ...

n: Callable[[int, bytes], str]

reveal_type(f(n))  # N: Revealed type is "def (builtins.int, builtins.bytes) -> builtins.str"
[builtins fixtures/paramspec.pyi]

[case testParamSpecConcatenateNamedArgs]
# flags: --python-version 3.8 --strict-concatenate
# this is one noticeable deviation from PEP but I believe it is for the better
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, TypeVar

P = ParamSpec("P")
R = TypeVar("R")

def f1(c: Callable[P, R]) -> Callable[Concatenate[int, P], R]:
    def result(x: int, /, *args: P.args, **kwargs: P.kwargs) -> R: ...

    return result  # Accepted

def f2(c: Callable[P, R]) -> Callable[Concatenate[int, P], R]:
    def result(x: int, *args: P.args, **kwargs: P.kwargs) -> R: ...

    return result  # Rejected

# reason for rejection:
f2(lambda x: 42)(42, x=42)
[builtins fixtures/paramspec.pyi]
[out]
main:10: error: invalid syntax; you likely need to run mypy using Python 3.8 or newer
[out version>=3.8]
main:17: error: Incompatible return value type (got "Callable[[Arg(int, 'x'), **P], R]", expected "Callable[[int, **P], R]")
main:17: note: This is likely because "result" has named arguments: "x". Consider marking them positional-only

[case testNonStrictParamSpecConcatenateNamedArgs]
# flags: --python-version 3.8

# this is one noticeable deviation from PEP but I believe it is for the better
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, TypeVar

P = ParamSpec("P")
R = TypeVar("R")

def f1(c: Callable[P, R]) -> Callable[Concatenate[int, P], R]:
    def result(x: int, /, *args: P.args, **kwargs: P.kwargs) -> R: ...

    return result  # Accepted

def f2(c: Callable[P, R]) -> Callable[Concatenate[int, P], R]:
    def result(x: int, *args: P.args, **kwargs: P.kwargs) -> R: ...

    return result  # Rejected -> Accepted

# reason for rejection:
f2(lambda x: 42)(42, x=42)
[builtins fixtures/paramspec.pyi]
[out]
main:11: error: invalid syntax; you likely need to run mypy using Python 3.8 or newer
[out version>=3.8]

[case testParamSpecConcatenateWithTypeVar]
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, TypeVar

P = ParamSpec("P")
R = TypeVar("R")
S = TypeVar("S")

def f(c: Callable[Concatenate[S, P], R]) -> Callable[Concatenate[S, P], R]: ...

def a(n: int) -> None: ...

n = f(a)

reveal_type(n)  # N: Revealed type is "def (builtins.int)"
reveal_type(n(42))  # N: Revealed type is "None"
[builtins fixtures/paramspec.pyi]

[case testCallablesAsParameters]
# flags: --python-version 3.8

# credits to https://github.com/microsoft/pyright/issues/2705
from typing_extensions import ParamSpec, Concatenate
from typing import Generic, Callable, Any

P = ParamSpec("P")

class Foo(Generic[P]):
    def __init__(self, func: Callable[P, Any]) -> None: ...
def bar(baz: Foo[Concatenate[int, P]]) -> Foo[P]: ...

def test(a: int, /, b: str) -> str: ...

abc = Foo(test)
reveal_type(abc)
bar(abc)
[builtins fixtures/paramspec.pyi]
[out]
main:13: error: invalid syntax; you likely need to run mypy using Python 3.8 or newer
[out version>=3.8]
main:16: note: Revealed type is "__main__.Foo[[builtins.int, b: builtins.str]]"

[case testSolveParamSpecWithSelfType]
from typing_extensions import ParamSpec, Concatenate
from typing import Callable, Generic

P = ParamSpec("P")

class Foo(Generic[P]):
    def foo(self: 'Foo[P]', other: Callable[P, None]) -> None: ...

n: Foo[[int]]
def f(x: int) -> None: ...

n.foo(f)
[builtins fixtures/paramspec.pyi]

[case testParamSpecLiteralsTypeApplication]
from typing_extensions import ParamSpec
from typing import Generic, Callable

P = ParamSpec("P")

class Z(Generic[P]):
    def __init__(self, c: Callable[P, None]) -> None:
        ...

# it allows valid functions
reveal_type(Z[[int]](lambda x: None))  # N: Revealed type is "__main__.Z[[builtins.int]]"
reveal_type(Z[[]](lambda: None))  # N: Revealed type is "__main__.Z[[]]"
reveal_type(Z[bytes, str](lambda b, s: None))  # N: Revealed type is "__main__.Z[[builtins.bytes, builtins.str]]"

# it disallows invalid functions
def f1(n: str) -> None: ...
def f2(b: bytes, i: int) -> None: ...

Z[[int]](lambda one, two: None)  # E: Cannot infer type of lambda \
                                 # E: Argument 1 to "Z" has incompatible type "Callable[[Any, Any], None]"; expected "Callable[[int], None]"
Z[[int]](f1)  # E: Argument 1 to "Z" has incompatible type "Callable[[str], None]"; expected "Callable[[int], None]"

Z[[]](lambda one: None)  # E: Cannot infer type of lambda \
                         # E: Argument 1 to "Z" has incompatible type "Callable[[Any], None]"; expected "Callable[[], None]"

Z[bytes, str](lambda one: None)  # E: Cannot infer type of lambda \
                                 # E: Argument 1 to "Z" has incompatible type "Callable[[Any], None]"; expected "Callable[[bytes, str], None]"
Z[bytes, str](f2)  # E: Argument 1 to "Z" has incompatible type "Callable[[bytes, int], None]"; expected "Callable[[bytes, str], None]"

[builtins fixtures/paramspec.pyi]

[case testParamSpecLiteralEllipsis]
from typing_extensions import ParamSpec
from typing import Generic, Callable

P = ParamSpec("P")

class Z(Generic[P]):
    def __init__(self: 'Z[P]', c: Callable[P, None]) -> None:
        ...

def f1() -> None: ...
def f2(*args: int) -> None: ...
def f3(a: int, *, b: bytes) -> None: ...

def f4(b: bytes) -> None: ...

argh: Callable[..., None] = f4

# check it works
Z[...](f1)
Z[...](f2)
Z[...](f3)

# check subtyping works
n: Z[...]
n = Z(f1)
n = Z(f2)
n = Z(f3)

[builtins fixtures/paramspec.pyi]

[case testParamSpecApplyConcatenateTwice]
from typing_extensions import ParamSpec, Concatenate
from typing import Generic, Callable, Optional

P = ParamSpec("P")

class C(Generic[P]):
    # think PhantomData<T> from rust
    phantom: Optional[Callable[P, None]]

    def add_str(self) -> C[Concatenate[str, P]]:
        return C[Concatenate[str, P]]()

    def add_int(self) -> C[Concatenate[int, P]]:
        return C[Concatenate[int, P]]()

def f(c: C[P]) -> None:
    reveal_type(c)  # N: Revealed type is "__main__.C[P`-1]"

    n1 = c.add_str()
    reveal_type(n1)  # N: Revealed type is "__main__.C[[builtins.str, **P`-1]]"
    n2 = n1.add_int()
    reveal_type(n2)  # N: Revealed type is "__main__.C[[builtins.int, builtins.str, **P`-1]]"

    p1 = c.add_int()
    reveal_type(p1)  # N: Revealed type is "__main__.C[[builtins.int, **P`-1]]"
    p2 = p1.add_str()
    reveal_type(p2)  # N: Revealed type is "__main__.C[[builtins.str, builtins.int, **P`-1]]"
[builtins fixtures/paramspec.pyi]

[case testParamSpecLiteralJoin]
from typing import Generic, Callable, Union
from typing_extensions import ParamSpec


_P = ParamSpec("_P")

class Job(Generic[_P]):
    def __init__(self, target: Callable[_P, None]) -> None:
        self.target = target

def func(
    action: Union[Job[int], Callable[[int], None]],
) -> None:
    job = action if isinstance(action, Job) else Job(action)
    reveal_type(job)  # N: Revealed type is "__main__.Job[[builtins.int]]"
[builtins fixtures/paramspec.pyi]

[case testApplyParamSpecToParamSpecLiterals]
from typing import TypeVar, Generic, Callable
from typing_extensions import ParamSpec

_P = ParamSpec("_P")
_R_co = TypeVar("_R_co", covariant=True)

class Job(Generic[_P, _R_co]):
    def __init__(self, target: Callable[_P, _R_co]) -> None:
        self.target = target

def run_job(job: Job[_P, None], *args: _P.args, **kwargs: _P.kwargs) -> None: # N: "run_job" defined here
    ...


def func(job: Job[[int, str], None]) -> None:
    run_job(job, 42, "Hello")
    run_job(job, "Hello", 42) # E: Argument 2 to "run_job" has incompatible type "str"; expected "int" \
                              # E: Argument 3 to "run_job" has incompatible type "int"; expected "str"
    run_job(job, 42, msg="Hello")  # E: Unexpected keyword argument "msg" for "run_job"
    run_job(job, "Hello") # E: Too few arguments for "run_job" \
                          # E: Argument 2 to "run_job" has incompatible type "str"; expected "int"

def func2(job: Job[..., None]) -> None:
    run_job(job, 42, "Hello")
    run_job(job, "Hello", 42)
    run_job(job, 42, msg="Hello")
    run_job(job, x=42, msg="Hello")
[builtins fixtures/paramspec.pyi]

[case testExpandNonBareParamSpecAgainstCallable]
from typing import Callable, TypeVar, Any
from typing_extensions import ParamSpec

CallableT = TypeVar("CallableT", bound=Callable[..., Any])
_P = ParamSpec("_P")
_R = TypeVar("_R")

def simple_decorator(callable: CallableT) -> CallableT:
    # set some attribute on 'callable'
    return callable


class A:
    @simple_decorator
    def func(self, action: Callable[_P, _R], *args: _P.args, **kwargs: _P.kwargs) -> _R:
        ...

reveal_type(A.func)  # N: Revealed type is "def [_P, _R] (self: __main__.A, action: def (*_P.args, **_P.kwargs) -> _R`-2, *_P.args, **_P.kwargs) -> _R`-2"

# TODO: _R`<n> keeps flip-flopping between 5 (?), 13, 14, 15. Spooky.
# reveal_type(A().func)  $ N: Revealed type is "def [_P, _R] (action: def (*_P.args, **_P.kwargs) -> _R`13, *_P.args, **_P.kwargs) -> _R`13"

def f(x: int) -> int:
    ...

reveal_type(A().func(f, 42))  # N: Revealed type is "builtins.int"

# TODO: this should reveal `int`
reveal_type(A().func(lambda x: x + x, 42))  # N: Revealed type is "Any"
[builtins fixtures/paramspec.pyi]

[case testParamSpecConstraintOnOtherParamSpec]
from typing import Callable, TypeVar, Any, Generic
from typing_extensions import ParamSpec

CallableT = TypeVar("CallableT", bound=Callable[..., Any])
_P = ParamSpec("_P")
_R_co = TypeVar("_R_co", covariant=True)

def simple_decorator(callable: CallableT) -> CallableT:
    ...

class Job(Generic[_P, _R_co]):
    def __init__(self, target: Callable[_P, _R_co]) -> None:
        ...


class A:
    @simple_decorator
    def func(self, action: Job[_P, None]) -> Job[_P, None]:
        ...

reveal_type(A.func)  # N: Revealed type is "def [_P] (self: __main__.A, action: __main__.Job[_P`-1, None]) -> __main__.Job[_P`-1, None]"
# TODO: flakey, _P`4 alternates around.
# reveal_type(A().func)  $ N: Revealed type is "def [_P] (action: __main__.Job[_P`4, None]) -> __main__.Job[_P`4, None]"
reveal_type(A().func(Job(lambda x: x)))  # N: Revealed type is "__main__.Job[[x: Any], None]"

def f(x: int, y: int) -> None: ...
reveal_type(A().func(Job(f)))  # N: Revealed type is "__main__.Job[[x: builtins.int, y: builtins.int], None]"
[builtins fixtures/paramspec.pyi]

[case testConstraintBetweenParamSpecFunctions1]
from typing import Callable, TypeVar, Any, Generic
from typing_extensions import ParamSpec

_P = ParamSpec("_P")
_R_co = TypeVar("_R_co", covariant=True)

def simple_decorator(callable: Callable[_P, _R_co]) -> Callable[_P, _R_co]: ...
class Job(Generic[_P]): ...


@simple_decorator
def func(__action: Job[_P]) -> Callable[_P, None]:
    ...

reveal_type(func)  # N: Revealed type is "def [_P] (__main__.Job[_P`-1]) -> def (*_P.args, **_P.kwargs)"
[builtins fixtures/paramspec.pyi]

[case testConstraintBetweenParamSpecFunctions2]
from typing import Callable, TypeVar, Any, Generic
from typing_extensions import ParamSpec

CallableT = TypeVar("CallableT", bound=Callable[..., Any])
_P = ParamSpec("_P")

def simple_decorator(callable: CallableT) -> CallableT: ...
class Job(Generic[_P]): ...


@simple_decorator
def func(__action: Job[_P]) -> Callable[_P, None]:
    ...

reveal_type(func)  # N: Revealed type is "def [_P] (__main__.Job[_P`-1]) -> def (*_P.args, **_P.kwargs)"
[builtins fixtures/paramspec.pyi]

[case testConstraintsBetweenConcatenatePrefixes]
from typing import Any, Callable, Generic, TypeVar
from typing_extensions import Concatenate, ParamSpec

_P = ParamSpec("_P")
_T = TypeVar("_T")

class Awaitable(Generic[_T]): ...

def adds_await() -> Callable[
    [Callable[Concatenate[_T, _P], None]],
    Callable[Concatenate[_T, _P], Awaitable[None]],
]:
    def decorator(
        func: Callable[Concatenate[_T, _P], None],
    ) -> Callable[Concatenate[_T, _P], Awaitable[None]]:
        ...

    return decorator  # we want `_T` and `_P` to refer to the same things.
[builtins fixtures/paramspec.pyi]

[case testParamSpecVariance]
from typing import Callable, Generic
from typing_extensions import ParamSpec

_P = ParamSpec("_P")

class Job(Generic[_P]):
    def __init__(self, target: Callable[_P, None]) -> None: ...
    def into_callable(self) -> Callable[_P, None]: ...

class A:
    def func(self, var: int) -> None: ...
    def other_func(self, job: Job[[int]]) -> None: ...


job = Job(A().func)
reveal_type(job)  # N: Revealed type is "__main__.Job[[var: builtins.int]]"
A().other_func(job)  # This should NOT error (despite the keyword)

# and yet the keyword should remain
job.into_callable()(var=42)
job.into_callable()(x=42)  # E: Unexpected keyword argument "x"

# similar for other functions
def f1(n: object) -> None: ...
def f2(n: int) -> None: ...
def f3(n: bool) -> None: ...

# just like how this is legal...
a1: Callable[[bool], None]
a1 = f3
a1 = f2
a1 = f1

# ... this is also legal
a2: Job[[bool]]
a2 = Job(f3)
a2 = Job(f2)
a2 = Job(f1)

# and this is not legal
def f4(n: bytes) -> None: ...
a1 = f4  # E: Incompatible types in assignment (expression has type "Callable[[bytes], None]", variable has type "Callable[[bool], None]")
a2 = Job(f4)  # E: Argument 1 to "Job" has incompatible type "Callable[[bytes], None]"; expected "Callable[[bool], None]"

# nor is this:
a4: Job[[int]]
a4 = Job(f3)  # E: Argument 1 to "Job" has incompatible type "Callable[[bool], None]"; expected "Callable[[int], None]"
a4 = Job(f2)
a4 = Job(f1)

# just like this:
a3: Callable[[int], None]
a3 = f3  # E: Incompatible types in assignment (expression has type "Callable[[bool], None]", variable has type "Callable[[int], None]")
a3 = f2
a3 = f1
[builtins fixtures/paramspec.pyi]

[case testDecoratingClassesThatUseParamSpec]
from typing import Generic, TypeVar, Callable, Any
from typing_extensions import ParamSpec

_P = ParamSpec("_P")
_T = TypeVar("_T")
_F = TypeVar("_F", bound=Callable[..., Any])

def f(x: _F) -> _F: ...

@f  # Should be ok
class OnlyParamSpec(Generic[_P]):
    pass

@f  # Should be ok
class MixedWithTypeVar1(Generic[_P, _T]):
    pass

@f  # Should be ok
class MixedWithTypeVar2(Generic[_T, _P]):
    pass
[builtins fixtures/dict.pyi]

[case testGenericsInInferredParamspec]
from typing import Callable, TypeVar, Generic
from typing_extensions import ParamSpec

_P = ParamSpec("_P")
_T = TypeVar("_T")

class Job(Generic[_P]):
    def __init__(self, target: Callable[_P, None]) -> None: ...
    def into_callable(self) -> Callable[_P, None]: ...

def generic_f(x: _T) -> None: ...

j = Job(generic_f)
reveal_type(j)  # N: Revealed type is "__main__.Job[[x: _T`-1]]"

jf = j.into_callable()
reveal_type(jf)  # N: Revealed type is "def [_T] (x: _T`-1)"
reveal_type(jf(1))  # N: Revealed type is "None"
[builtins fixtures/paramspec.pyi]

[case testStackedConcatenateIsIllegal]
from typing_extensions import Concatenate, ParamSpec
from typing import Callable

P = ParamSpec("P")

def x(f: Callable[Concatenate[int, Concatenate[int, P]], None]) -> None: ...  # E: Nested Concatenates are invalid
[builtins fixtures/paramspec.pyi]

[case testPropagatedAnyConstraintsAreOK]
from typing import Any, Callable, Generic, TypeVar
from typing_extensions import ParamSpec

T = TypeVar("T")
P = ParamSpec("P")

def callback(func: Callable[[Any], Any]) -> None: ...
class Job(Generic[P]): ...

@callback
def run_job(job: Job[...]) -> T: ... # E: A function returning TypeVar should receive at least one argument containing the same TypeVar
[builtins fixtures/tuple.pyi]

[case testTupleAndDictOperationsOnParamSpecArgsAndKwargs]
from typing import Callable, Iterator, Iterable, TypeVar, Tuple
from typing_extensions import ParamSpec

P = ParamSpec('P')
T = TypeVar('T')
def enumerate(x: Iterable[T]) -> Iterator[Tuple[int, T]]: ...

def func(callback: Callable[P, str]) -> Callable[P, str]:
    def inner(*args: P.args, **kwargs: P.kwargs) -> str:
        reveal_type(args[5])  # N: Revealed type is "builtins.object"
        for a in args:
            reveal_type(a)  # N: Revealed type is "builtins.object"
        for idx, a in enumerate(args):
            reveal_type(idx)  # N: Revealed type is "builtins.int"
            reveal_type(a)  # N: Revealed type is "builtins.object"
        b = 'foo' in args
        reveal_type(b)  # N: Revealed type is "builtins.bool"
        reveal_type(args.count(42))  # N: Revealed type is "builtins.int"
        reveal_type(len(args))  # N: Revealed type is "builtins.int"
        for c, d in kwargs.items():
            reveal_type(c)  # N: Revealed type is "builtins.str"
            reveal_type(d)  # N: Revealed type is "builtins.object"
        kwargs.pop('bar')
        return 'baz'
    return inner
[builtins fixtures/paramspec.pyi]

[case testUnpackingParamsSpecArgsAndKwargs]
from typing import Callable
from typing_extensions import ParamSpec

P = ParamSpec("P")

def func(callback: Callable[P, str]) -> Callable[P, str]:
    def inner(*args: P.args, **kwargs: P.kwargs) -> str:
        a, *b = args
        reveal_type(a)  # N: Revealed type is "builtins.object"
        reveal_type(b)  # N: Revealed type is "builtins.list[builtins.object]"
        c, *d = kwargs
        reveal_type(c)  # N: Revealed type is "builtins.str"
        reveal_type(d)  # N: Revealed type is "builtins.list[builtins.str]"
        e = {**kwargs}
        reveal_type(e)  # N: Revealed type is "builtins.dict[builtins.str, builtins.object]"
        return "foo"
    return inner
[builtins fixtures/paramspec.pyi]

[case testParamSpecArgsAndKwargsMissmatch]
from typing import Callable
from typing_extensions import ParamSpec

P1 = ParamSpec("P1")

def func(callback: Callable[P1, str]) -> Callable[P1, str]:
    def inner(
        *args: P1.kwargs,   # E: Use "P1.args" for variadic "*" parameter
        **kwargs: P1.args,  # E: Use "P1.kwargs" for variadic "**" parameter
    ) -> str:
        return "foo"
    return inner
[builtins fixtures/paramspec.pyi]

[case testParamSpecTestPropAccess]
from typing import Callable
from typing_extensions import ParamSpec

P1 = ParamSpec("P1")

def func1(callback: Callable[P1, str]) -> Callable[P1, str]:
    def inner(
        *args: P1.typo,  # E: Use "P1.args" for variadic "*" parameter \
                         # E: Name "P1.typo" is not defined
        **kwargs: P1.kwargs,
    ) -> str:
        return "foo"
    return inner

def func2(callback: Callable[P1, str]) -> Callable[P1, str]:
    def inner(
        *args: P1.args,
        **kwargs: P1.__bound__,  # E: Use "P1.kwargs" for variadic "**" parameter \
                                 # E: Name "P1.__bound__" is not defined
    ) -> str:
        return "foo"
    return inner

def func3(callback: Callable[P1, str]) -> Callable[P1, str]:
    def inner(
        *args: P1.__bound__,   # E: Use "P1.args" for variadic "*" parameter \
                               # E: Name "P1.__bound__" is not defined
        **kwargs: P1.invalid,  # E: Use "P1.kwargs" for variadic "**" parameter \
                               # E: Name "P1.invalid" is not defined
    ) -> str:
        return "foo"
    return inner
[builtins fixtures/paramspec.pyi]


[case testInvalidParamSpecDefinitionsWithArgsKwargs]
from typing import Callable, ParamSpec

P = ParamSpec('P')

def c1(f: Callable[P, int], *args: P.args, **kwargs: P.kwargs) -> int: ...
def c2(f: Callable[P, int]) -> int: ...
def c3(f: Callable[P, int], *args, **kwargs) -> int: ...

# It is ok to define,
def c4(f: Callable[P, int], *args: int, **kwargs: str) -> int:
    # but not ok to call:
    f(*args, **kwargs)  # E: Argument 1 has incompatible type "*Tuple[int, ...]"; expected "P.args" \
                        # E: Argument 2 has incompatible type "**Dict[str, str]"; expected "P.kwargs"
    return 1

def f1(f: Callable[P, int], *args, **kwargs: P.kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f2(f: Callable[P, int], *args: P.args, **kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f3(f: Callable[P, int], *args: P.args) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f4(f: Callable[P, int], **kwargs: P.kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"

# Error message test:
P1 = ParamSpec('P1')

def m1(f: Callable[P1, int], *a, **k: P1.kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"
[builtins fixtures/paramspec.pyi]


[case testInvalidParamSpecAndConcatenateDefinitionsWithArgsKwargs]
from typing import Callable, ParamSpec
from typing_extensions import Concatenate

P = ParamSpec('P')

def c1(f: Callable[Concatenate[int, P], int], *args: P.args, **kwargs: P.kwargs) -> int: ...
def c2(f: Callable[Concatenate[int, P], int]) -> int: ...
def c3(f: Callable[Concatenate[int, P], int], *args, **kwargs) -> int: ...

# It is ok to define,
def c4(f: Callable[Concatenate[int, P], int], *args: int, **kwargs: str) -> int:
    # but not ok to call:
    f(1, *args, **kwargs)  # E: Argument 2 has incompatible type "*Tuple[int, ...]"; expected "P.args" \
                           # E: Argument 3 has incompatible type "**Dict[str, str]"; expected "P.kwargs"
    return 1

def f1(f: Callable[Concatenate[int, P], int], *args, **kwargs: P.kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f2(f: Callable[Concatenate[int, P], int], *args: P.args, **kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f3(f: Callable[Concatenate[int, P], int], *args: P.args) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
def f4(f: Callable[Concatenate[int, P], int], **kwargs: P.kwargs) -> int: ...  # E: ParamSpec must have "*args" typed as "P.args" and "**kwargs" typed as "P.kwargs"
[builtins fixtures/paramspec.pyi]


[case testValidParamSpecInsideGenericWithoutArgsAndKwargs]
from typing import Callable, ParamSpec, Generic
from typing_extensions import Concatenate

P = ParamSpec('P')

class Some(Generic[P]): ...

def create(s: Some[P], *args: int): ...
def update(s: Some[P], **kwargs: int): ...
def delete(s: Some[P]): ...

def from_callable1(c: Callable[P, int], *args: int, **kwargs: int) -> Some[P]: ...
def from_callable2(c: Callable[P, int], **kwargs: int) -> Some[P]: ...
def from_callable3(c: Callable[P, int], *args: int) -> Some[P]: ...

def from_extra1(c: Callable[Concatenate[int, P], int], *args: int, **kwargs: int) -> Some[P]: ...
def from_extra2(c: Callable[Concatenate[int, P], int], **kwargs: int) -> Some[P]: ...
def from_extra3(c: Callable[Concatenate[int, P], int], *args: int) -> Some[P]: ...
[builtins fixtures/paramspec.pyi]


[case testUnboundParamSpec]
from typing import Callable, ParamSpec

P1 = ParamSpec('P1')
P2 = ParamSpec('P2')

def f0(f: Callable[P1, int], *args: P1.args, **kwargs: P2.kwargs): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"

def f1(*args: P1.args): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"
def f2(**kwargs: P1.kwargs): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"
def f3(*args: P1.args, **kwargs: int): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"
def f4(*args: int, **kwargs: P1.kwargs): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"

# Error message is based on the `args` definition:
def f5(*args: P2.args, **kwargs: P1.kwargs): ...  # E: ParamSpec must have "*args" typed as "P2.args" and "**kwargs" typed as "P2.kwargs"
def f6(*args: P1.args, **kwargs: P2.kwargs): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"

# Multiple `ParamSpec` variables can be found, they should not affect error message:
P3 = ParamSpec('P3')

def f7(first: Callable[P3, int], *args: P1.args, **kwargs: P2.kwargs): ...  # E: ParamSpec must have "*args" typed as "P1.args" and "**kwargs" typed as "P1.kwargs"
def f8(first: Callable[P3, int], *args: P2.args, **kwargs: P1.kwargs): ...  # E: ParamSpec must have "*args" typed as "P2.args" and "**kwargs" typed as "P2.kwargs"
[builtins fixtures/paramspec.pyi]


[case testArgsKwargsWithoutParamSpecVar]
from typing import Generic, Callable, ParamSpec

P = ParamSpec('P')

# This must be allowed:
class Some(Generic[P]):
    def call(self, *args: P.args, **kwargs: P.kwargs): ...

# TODO: this probably should be reported.
def call(*args: P.args, **kwargs: P.kwargs): ...
[builtins fixtures/paramspec.pyi]