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Case of generic decorators not working on generic callables (ParamSpec)
This describes an issue where a generic decorator that returns a generic sub-type of a "callable" (using __call__ and ParamSpec) cannot be applied to a generic function. In the example below, Callable[_P, _R] -> Traceable[_P, _R] works, but Callable[_P, _R] -> Decorated[_P, _R] does not. It seems to work if either the decorated function is not generic (E.G. radius() instead of apply() in the example), or if the return type of the decorator is a super-type of its argument (E.G. Traceable instead of Decorated).
Relevant closed issues
- #15837
- #15287
- #1317
To Reproduce
from collections.abc import Callable
from typing_extensions import (
TypeVar,
ParamSpec,
Generic,
Protocol,
reveal_type)
_P = ParamSpec('_P')
_R = TypeVar('_R', covariant=True)
_P2 = ParamSpec('_P2')
_R2 = TypeVar('_R2', covariant=True)
class Traceable(Protocol[_P, _R]):
def __call__(self, *args: _P.args, **kwargs: _P.kwargs) -> _R: ...
class Decorated(Traceable[_P, _R]):
target: Traceable[_P, _R]
def __init__(self, target: Traceable[_P, _R]):
self.target = target
def __call__(self, *args: _P.args, **kwargs: _P.kwargs) -> _R:
return self.target(*args, **kwargs)
def decorator1(target: Callable[_P, _R]) -> Traceable[_P, _R]:
return Decorated(target)
def decorator2(target: Traceable[_P, _R]) -> Decorated[_P, _R]:
return Decorated(target)
def apply(
func: Callable[_P2, _R2],
*args: _P2.args,
**kwargs: _P2.kwargs) -> _R2:
return func(*args, **kwargs)
@decorator1
def apply_decorated1(
func: Callable[_P2, _R2],
*args: _P2.args,
**kwargs: _P2.kwargs) -> _R2:
return func(*args, **kwargs)
@decorator2 # error: Argument 1 to "decorator2" has incompatible type "Callable[[Callable[_P2, _R2], **_P2], _R2]"; expected "Traceable[Never, Never]" [arg-type]
def apply_decorated2(
func: Callable[_P2, _R2],
*args: _P2.args,
**kwargs: _P2.kwargs) -> _R2:
return func(*args, **kwargs)
@decorator2
def radius(x: float, y: float) -> float:
return (x**2 + y**2)**0.5
reveal_type(apply) # Revealed type is "def [_P2, _R2] (func: def (*_P2.args, **_P2.kwargs) -> _R2`-2, *_P2.args, **_P2.kwargs) -> _R2`-2"
reveal_type(apply_decorated1) # Revealed type is "def [_P2, _R] (func: def (*_P2.args, **_P2.kwargs) -> _R`6, *_P2.args, **_P2.kwargs) -> _R`6"
reveal_type(apply_decorated2) # Revealed type is "typehint_decorator.Decorated[Never, Never]"
reveal_type(radius) # Revealed type is "typehint_decorator.Decorated[[x: builtins.float, y: builtins.float], builtins.float]"
r00 = radius(1.0, 0.0)
reveal_type(r00) # Revealed type is "builtins.float"
r01 = apply(radius, 1.0, 0.0)
reveal_type(r01) # Revealed type is "builtins.float"
r1 = apply_decorated1(radius, 1.0, 0.0)
reveal_type(r1) # Revealed type is "builtins.float"
r2 = apply_decorated2(radius, 1.0, 0.0) # error: Argument 1 to "__call__" of "Decorated" has incompatible type "Decorated[[float, float], float]"; expected "Never" [arg-type]
reveal_type(r2) # Revealed type is "Any"
f2: Decorated[[float, float], float] = radius
f1: Traceable[[float, float], float] = f2
f0: Callable[[float, float], float] = f1
g1: Traceable[[Callable[[float, float], float], float, float], float] = apply_decorated1
g0: Callable[[Callable[[float, float], float], float, float], float] = g1
h2: Decorated[[Callable[[float, float], float], float, float], float] = apply_decorated2
h1: Traceable[[Callable[[float, float], float], float, float], float] = h2
h0: Callable[[Callable[[float, float], float], float, float], float] = h1
reveal_type(h2) # Revealed type is "typehint_decorator.Decorated[[def (builtins.float, builtins.float) -> builtins.float, builtins.float, builtins.float], builtins.float]"
https://mypy-play.net/?mypy=latest&python=3.12&gist=a8f681e6c14ec013bf3ae56c81fe94b2
Expected Behavior
Expected variables transferred from input generic callable to returned generic callable, even if the return is not a super-type of the input.
Actual Behavior
ParamSpec variables are not used to parameterize the returned generic if it is not a super-type of the input.
LOG: Mypy Version: 1.12.0+dev.a0dbbd5b462136914bb7a378221ae094b6844710
LOG: Config File: Default
...
typehint_decorator.py:48: error: Argument 1 to "decorator2" has incompatible type "Callable[[Callable[_P2, _R2], **_P2], _R2]"; expected "Traceable[Never, Never]" [arg-type]
typehint_decorator.py:60: note: Revealed type is "def [_P2, _R2] (func: def (*_P2.args, **_P2.kwargs) -> _R2`-2, *_P2.args, **_P2.kwargs) -> _R2`-2"
typehint_decorator.py:61: note: Revealed type is "def [_P2, _R] (func: def (*_P2.args, **_P2.kwargs) -> _R`6, *_P2.args, **_P2.kwargs) -> _R`6"
typehint_decorator.py:62: note: Revealed type is "typehint_decorator.Decorated[Never, Never]"
typehint_decorator.py:63: note: Revealed type is "typehint_decorator.Decorated[[x: builtins.float, y: builtins.float], builtins.float]"
typehint_decorator.py:66: note: Revealed type is "builtins.float"
typehint_decorator.py:69: note: Revealed type is "builtins.float"
typehint_decorator.py:72: note: Revealed type is "builtins.float"
typehint_decorator.py:74: error: Need type annotation for "r2" [var-annotated]
typehint_decorator.py:74: error: Argument 1 to "__call__" of "Decorated" has incompatible type "Decorated[[float, float], float]"; expected "Never" [arg-type]
typehint_decorator.py:74: error: Argument 2 to "__call__" of "Decorated" has incompatible type "float"; expected "Never" [arg-type]
typehint_decorator.py:74: error: Argument 3 to "__call__" of "Decorated" has incompatible type "float"; expected "Never" [arg-type]
typehint_decorator.py:75: note: Revealed type is "Any"
typehint_decorator.py:88: note: Revealed type is "typehint_decorator.Decorated[[def (builtins.float, builtins.float) -> builtins.float, builtins.float, builtins.float], builtins.float]"
LOG: Deleting typehint_decorator typehint_decorator.py typehint_decorator.meta.json typehint_decorator.data.json
LOG: No fresh SCCs left in queue
LOG: Build finished in 0.419 seconds with 50 modules, and 14 errors
Found 5 errors in 1 file (checked 1 source file)
Your Environment
- Mypy version used: 1.12.0+dev*
- Mypy command-line flags:
python -m mypy -v typehint_decorator.py - Python version used: 3.12.4
I think I have a similar problem when trying to create class-based decorators with alternate constructors:
from __future__ import annotations
import collections.abc
import typing
P = typing.ParamSpec("P")
T_co = typing.TypeVar("T_co", covariant=True)
class MyDecorator(typing.Generic[P, T_co]):
def __init__(
self,
func: collections.abc.Callable[P, T_co],
*,
option: str | None = None,
) -> None:
self._attribute = option
@classmethod
def construct_with_configuration( # Argument 1 has incompatible type "Callable[[int], int]"; expected "Callable[[VarArg(Never), KwArg(Never)], Never]" [arg-type]
cls,
option: str,
) -> collections.abc.Callable[[collections.abc.Callable[P, T_co]], MyDecorator[P, T_co]]:
def decorator(func: collections.abc.Callable[P, T_co]) -> MyDecorator[P, T_co]:
return cls(func, option=option)
return decorator
@MyDecorator.construct_with_configuration(
option="a",
)
def a_function(a: int) -> int:
return a + 1
typing.reveal_type(a_function) # Revealed type is "MyDecorator[Never, Never]"
I encountered a very similar problem when trying to overload a decorator to support it with kwargs or without. I think it all boils down to mypy resolving T in a return type Callable[[Callable[..., T]], Callable[..., T]] to Never unless there are other indicators for how to resolve T in any args/kwargs. It would be amazing if mypy could support it.
Example for completness
from __future__ import annotations
from collections.abc import Callable
from typing import ParamSpec, Protocol, TypeVar, overload
P = ParamSpec("P")
AB = TypeVar("AB", bound="A", covariant=True)
T = TypeVar("T")
class A:
def __init__(self) -> None:
return
class B(A):
pass
class ABFunc(Protocol[P, AB]):
__name__: str
def __call__(self, *args: P.args, **kwargs: P.kwargs) -> AB: ...
@overload
def decorator(_func: ABFunc[P, AB]) -> ABFunc[P, AB]: ...
@overload
def decorator(
*, flag_a: bool = False, flag_b: tuple[AB, ...] = tuple()
) -> Callable[[ABFunc[P, AB]], ABFunc[P, AB]]: ...
def decorator(
_func: ABFunc[P, AB] | None = None,
*,
flag_a: bool = False,
flag_b: tuple[AB, ...] = tuple(),
) -> ABFunc[P, AB] | Callable[[ABFunc[P, AB]], ABFunc[P, AB]]:
def decorator(f: ABFunc[P, AB]) -> ABFunc[P, AB]:
print(flag_a)
print(flag_b)
return f
return decorator if _func is None else decorator(_func)
@decorator(flag_a=True) # works if e.g. 'flag_b=(B(),)' is added
def myfunc() -> B:
return B()
# reveal_type(myfunc) # 'ABFunc[[], B]' if flag_b is set otherwise 'ABFunc[Never, Never]'
