python 标准库中的装饰器(特别是@deprecated)

问题描述 投票:0回答:8

我需要将例程标记为已弃用,但显然没有用于弃用的标准库装饰器。我知道它的配方和警告模块,但我的问题是:为什么这个(常见)任务没有标准库装饰器?

附加问题:标准库中有标准装饰器吗?

python decorator deprecated
8个回答
94
投票

这是一些片段,根据 Leandro 引用的内容进行修改:

import warnings
import functools

def deprecated(func):
    """This is a decorator which can be used to mark functions
    as deprecated. It will result in a warning being emitted
    when the function is used."""
    @functools.wraps(func)
    def new_func(*args, **kwargs):
        warnings.simplefilter('always', DeprecationWarning)  # turn off filter
        warnings.warn("Call to deprecated function {}.".format(func.__name__),
                      category=DeprecationWarning,
                      stacklevel=2)
        warnings.simplefilter('default', DeprecationWarning)  # reset filter
        return func(*args, **kwargs)
    return new_func

# Examples

@deprecated
def some_old_function(x, y):
    return x + y

class SomeClass:
    @deprecated
    def some_old_method(self, x, y):
        return x + y

因为在某些解释器中,暴露的第一个解决方案(没有过滤器处理)可能会导致警告抑制。


83
投票

这是另一种解决方案:

这个装饰器(实际上是一个装饰器工厂)允许您给出原因消息。通过提供源文件名行号来帮助开发人员诊断问题也更有用。

编辑:此代码使用 Zero 的建议:将

warnings.warn_explicit
行替换为
warnings.warn(msg, category=DeprecationWarning, stacklevel=2)
, 它打印函数调用站点而不是函数定义站点。它使调试更容易。

EDIT2:此版本允许开发人员指定可选的“原因”消息。

import functools
import inspect
import warnings

string_types = (type(b''), type(u''))


def deprecated(reason):
    """
    This is a decorator which can be used to mark functions
    as deprecated. It will result in a warning being emitted
    when the function is used.
    """

    if isinstance(reason, string_types):

        # The @deprecated is used with a 'reason'.
        #
        # .. code-block:: python
        #
        #    @deprecated("please, use another function")
        #    def old_function(x, y):
        #      pass

        def decorator(func1):

            if inspect.isclass(func1):
                fmt1 = "Call to deprecated class {name} ({reason})."
            else:
                fmt1 = "Call to deprecated function {name} ({reason})."

            @functools.wraps(func1)
            def new_func1(*args, **kwargs):
                warnings.simplefilter('always', DeprecationWarning)
                warnings.warn(
                    fmt1.format(name=func1.__name__, reason=reason),
                    category=DeprecationWarning,
                    stacklevel=2
                )
                warnings.simplefilter('default', DeprecationWarning)
                return func1(*args, **kwargs)

            return new_func1

        return decorator

    elif inspect.isclass(reason) or inspect.isfunction(reason):

        # The @deprecated is used without any 'reason'.
        #
        # .. code-block:: python
        #
        #    @deprecated
        #    def old_function(x, y):
        #      pass

        func2 = reason

        if inspect.isclass(func2):
            fmt2 = "Call to deprecated class {name}."
        else:
            fmt2 = "Call to deprecated function {name}."

        @functools.wraps(func2)
        def new_func2(*args, **kwargs):
            warnings.simplefilter('always', DeprecationWarning)
            warnings.warn(
                fmt2.format(name=func2.__name__),
                category=DeprecationWarning,
                stacklevel=2
            )
            warnings.simplefilter('default', DeprecationWarning)
            return func2(*args, **kwargs)

        return new_func2

    else:
        raise TypeError(repr(type(reason)))

您可以将此装饰器用于函数方法

这是一个简单的例子:

@deprecated("use another function")
def some_old_function(x, y):
    return x + y


class SomeClass(object):
    @deprecated("use another method")
    def some_old_method(self, x, y):
        return x + y


@deprecated("use another class")
class SomeOldClass(object):
    pass


some_old_function(5, 3)
SomeClass().some_old_method(8, 9)
SomeOldClass()

你会得到:

deprecated_example.py:59: DeprecationWarning: Call to deprecated function or method some_old_function (use another function).
  some_old_function(5, 3)
deprecated_example.py:60: DeprecationWarning: Call to deprecated function or method some_old_method (use another method).
  SomeClass().some_old_method(8, 9)
deprecated_example.py:61: DeprecationWarning: Call to deprecated class SomeOldClass (use another class).
  SomeOldClass()

EDIT3: 这个装饰器现在是已弃用库的一部分:

新稳定版 v1.2.13 🎉


32
投票

按照 muon 的建议,您可以为此安装

deprecation
软件包。

deprecation
库为您的测试提供了一个
deprecated
装饰器和一个
fail_if_not_removed
装饰器。

安装

pip install deprecation

使用示例

import deprecation

@deprecation.deprecated(deprecated_in="1.0", removed_in="2.0",
                        current_version=__version__,
                        details="Use the bar function instead")
def foo():
    """Do some stuff"""
    return 1

请参阅 http://deprecation.readthedocs.io/ 获取完整文档。


19
投票

我猜原因是 Python 代码无法静态处理(就像 C++ 编译器所做的那样),在实际使用某些东西之前你无法收到有关使用某些东西的警告。我认为用一堆消息向脚本的用户发送垃圾邮件“警告:此脚本的开发人员正在使用已弃用的 API”并不是一个好主意。

更新:但是您可以创建装饰器,将原始函数转换为另一个函数。新函数将标记/检查开关,告知该函数已被调用,并且仅在将开关切换到打开状态时才显示消息。和/或在退出时,它可能会打印程序中使用的所有已弃用函数的列表。


19
投票

您可以创建一个utils文件

import warnings

def deprecated(message):
  def deprecated_decorator(func):
      def deprecated_func(*args, **kwargs):
          warnings.warn("{} is a deprecated function. {}".format(func.__name__, message),
                        category=DeprecationWarning,
                        stacklevel=2)
          warnings.simplefilter('default', DeprecationWarning)
          return func(*args, **kwargs)
      return deprecated_func
  return deprecated_decorator

然后导入弃用装饰器,如下所示:

from .utils import deprecated

@deprecated("Use method yyy instead")
def some_method():
 pass

19
投票

未来的 Python 版本(3.13 之后)将包含

warnings.deprecated
装饰器,它将指示弃用类型检查器,例如
mypy

作为示例,请考虑名为library.pyi 的库存根:

from warnings import deprecated

@deprecated("Use Spam instead")
class Ham: ...

@deprecated("It is pining for the fiords")
def norwegian_blue(x: int) -> int: ...

@overload
@deprecated("Only str will be allowed")
def foo(x: int) -> str: ...
@overload
def foo(x: str) -> str: ...

以下是类型检查器应如何处理该库的使用:

from library import Ham  # error: Use of deprecated class Ham. Use Spam instead.

import library

library.norwegian_blue(1)  # error: Use of deprecated function norwegian_blue. It is pining for the fiords.
map(library.norwegian_blue, [1, 2, 3])  # error: Use of deprecated function norwegian_blue. It is pining for the fiords.

library.foo(1)  # error: Use of deprecated overload for foo. Only str will be allowed.
library.foo("x")  # no error

ham = Ham()  # no error (already reported above)

来源:PEP702


1
投票

Python
是一种动态类型语言。无需静态地将函数的类型声明为变量或参数类型。

因为它是动态的,如果在运行时处理的话,一切都是动态的。即使某个方法已被弃用,它也会在运行时或仅在解释期间被知晓。

使用 deprecation 模块来弃用方法。

deprecation 是一个支持自动弃用的库。它 提供 deprecated() 装饰器来包装函数,提供适当的 文档中和通过 Python 的 warnings 系统发出警告,如 以及用于测试的 deprecation.fail_if_not_removed() 装饰器 确保最终删除不推荐使用的代码的方法。

安装:

python3.10 -m pip install deprecation

小示范:

import deprecation

@deprecation.deprecated(details="Use bar instead")
def foo():
    print("Foo")


def bar():
    print("Bar")


foo()

bar()

输出:

test.py: DeprecatedWarning: foo is deprecated. Use bar instead
  foo()

Foo

Bar

0
投票

更新:我认为更好的是,当我们第一次为每个代码行显示 DeprecationWarning 时,以及当我们可以发送一些消息时:

import inspect
import traceback
import warnings
import functools

import time


def deprecated(message: str = ''):
    """
    This is a decorator which can be used to mark functions
    as deprecated. It will result in a warning being emitted
    when the function is used first time and filter is set for show DeprecationWarning.
    """
    def decorator_wrapper(func):
        @functools.wraps(func)
        def function_wrapper(*args, **kwargs):
            current_call_source = '|'.join(traceback.format_stack(inspect.currentframe()))
            if current_call_source not in function_wrapper.last_call_source:
                warnings.warn("Function {} is now deprecated! {}".format(func.__name__, message),
                              category=DeprecationWarning, stacklevel=2)
                function_wrapper.last_call_source.add(current_call_source)

            return func(*args, **kwargs)

        function_wrapper.last_call_source = set()

        return function_wrapper
    return decorator_wrapper


@deprecated('You must use my_func2!')
def my_func():
    time.sleep(.1)
    print('aaa')
    time.sleep(.1)


def my_func2():
    print('bbb')


warnings.simplefilter('always', DeprecationWarning)  # turn off filter
print('before cycle')
for i in range(5):
    my_func()
print('after cycle')
my_func()
my_func()
my_func()

结果:

before cycle
C:/Users/adr-0/OneDrive/Projects/Python/test/unit1.py:45: DeprecationWarning: Function my_func is now deprecated! You must use my_func2!
aaa
aaa
aaa
aaa
aaa
after cycle
C:/Users/adr-0/OneDrive/Projects/Python/test/unit1.py:47: DeprecationWarning: Function my_func is now deprecated! You must use my_func2!
aaa
C:/Users/adr-0/OneDrive/Projects/Python/test/unit1.py:48: DeprecationWarning: Function my_func is now deprecated! You must use my_func2!
aaa
C:/Users/adr-0/OneDrive/Projects/Python/test/unit1.py:49: DeprecationWarning: Function my_func is now deprecated! You must use my_func2!
aaa

Process finished with exit code 0

我们只需单击警告路径即可转到 PyCharm 中的行。

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