可与mypy比较的类型 [英] Comparable types with mypy
问题描述
我正在尝试创建一个通用类来表达一个值具有上下限,并强制执行这些上限.
I'm trying to create a generic class to express that a value has lower and upper bounds, and to enforce those bounds.
from typing import Any, Optional, TypeVar
T = TypeVar("T")
class Bounded(object):
def __init__(self, minValue: T, maxValue: T) -> None:
assert minValue <= maxValue
self.__minValue = minValue
self.__maxValue = maxValue
但是,mypy抱怨:
error: Unsupported left operand type for <= ("T")
显然,键入模块不允许我对此表示(尽管它看起来像将来可能会添加Comparable
.
Apparently typing module doesn't allow me to express this (although it looks like adding Comparable
might happen in the future).
我认为检查对象具有__eq__
和__lt__
方法就足够了(至少在我的用例中).目前有什么方法可以用Python表达此要求,以便Mypy可以理解吗?
I think it would be enough to check that object has __eq__
and __lt__
methods (for my use case at least). Is there any way to currently express this requirement in Python so that Mypy would understand it?
推荐答案
经过更多研究,我找到了一个解决方案:协议.由于它们还没有完全稳定(Python 3.6至今),因此必须从typing_extensions
模块中导入它们.
After a bit more research, I found a solution: Protocols. Since they are not fully stabile (yet of Python 3.6), they have to be imported from the typing_extensions
modules.
import typing
from typing import Any
from typing_extensions import Protocol
from abc import abstractmethod
C = typing.TypeVar("C", bound="Comparable")
class Comparable(Protocol):
@abstractmethod
def __eq__(self, other: Any) -> bool:
pass
@abstractmethod
def __lt__(self: C, other: C) -> bool:
pass
def __gt__(self: C, other: C) -> bool:
return (not self < other) and self != other
def __le__(self: C, other: C) -> bool:
return self < other or self == other
def __ge__(self: C, other: C) -> bool:
return (not self < other)
现在我们可以将类型定义为:
Now we can define our type as:
C = typing.TypeVar("C", bound=Comparable)
class Bounded(object):
def __init__(self, minValue: C, maxValue: C) -> None:
assert minValue <= maxValue
self.__minValue = minValue
self.__maxValue = maxValue
Mypy很高兴:
from functools import total_ordering
@total_ordering
class Test(object):
def __init__(self, value):
self.value = value
def __eq__(self, other):
return self.value == other.value
def __lt__(self, other):
return self.value < other.value
FBounded(Test(1), Test(10))
FBounded(1, 10)
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