__getattr__ 特殊方法破坏 Python 3.x 中的 inspect.getmembers() 的解决方法

Workaround for __getattr__ special method breaking inspect.getmembers() in Python 3.x

inspect.getmembers 函数在与定义 __getattr__ 方法的 class 一起使用时中断(在 Python 3.x 中):

import inspect

class C:
    def __getattr__(self, name):
        def wrapper():
            print("For MCVE purposes, this does nothing useful.")
        return wrapper

print(inspect.getmembers(C()))

产生的错误如下所示:

Traceback (most recent call last):
  File "tmp.py", line 9, in <module>
    print(inspect.getmembers(C()))
  File "/usr/lib/python3.7/inspect.py", line 330, in getmembers
    for base in object.__bases__:
TypeError: 'function' object is not iterable

看来问题在于 inspect.getmodule 依赖于 更容易请求宽恕 方法并假设 __bases__ 属性要么不存在(抛出 AttributeError 异常)或包含基础 classes.

我可以通过在 C.__getattr__ 中显式地抛出 AttributeError 来解决这个问题;但是,我想将 inspect.getmembers 与我无法控制的 classes 对象一起使用。我的问题是:是否有解决此问题的方法,无需对 class C 或其实例进行任何修改?

在调用 inspect.getmembers(c) 之前尝试设置 c.__bases__ = ()

编辑:更安全、更详尽的版本以回应评论:

object.__setattr__(c, '__bases__', ())
try:
    members = inspect.getmembers(c)
finally:
    object.__delattr__(c, '__bases__')

如果出现以下情况,这将失败:

  1. C 定义了 __slots__ 或由于某些其他原因不允许设置 __bases__,这将引发异常。
  2. c 已经有一个不应被覆盖的实际 __bases__ 属性。这可以用一些额外的代码来检查。

您要求提供一种无需修改 class C 或其实例即可工作的变通方法。这是一个完成这项工作的解决方案,尽管它涉及重写 long getmembers() 函数,这可能也不方便。也许这更适合图书馆的合并请求。

(来自 https://github.com/python/cpython/blob/3.7/Lib/inspect.py 的源代码)

import inspect

def getmembers(object, predicate=None):
    """Return all members of an object as (name, value) pairs sorted by name.
    Optionally, only return members that satisfy a given predicate."""
    # Line below adds inspect. reference to isclass()
    if inspect.isclass(object):
        # Line below adds inspect. reference to getmro()
        mro = (object,) + inspect.getmro(object)
    else:
        mro = ()
    results = []
    processed = set()
    names = dir(object)
    # :dd any DynamicClassAttributes to the list of names if object is a class;
    # this may result in duplicate entries if, for example, a virtual
    # attribute with the same name as a DynamicClassAttribute exists
    try:
        for base in object.__bases__:
            for k, v in base.__dict__.items():
                if isinstance(v, types.DynamicClassAttribute):
                    names.append(k)
    # Line below edited to catch TypeError
    except (AttributeError, TypeError):
        pass
    for key in names:
        # First try to get the value via getattr.  Some descriptors don't
        # like calling their __get__ (see bug #1785), so fall back to
        # looking in the __dict__.
        try:
            value = getattr(object, key)
            # handle the duplicate key
            if key in processed:
                raise AttributeError
        except AttributeError:
            for base in mro:
                if key in base.__dict__:
                    value = base.__dict__[key]
                    break
            else:
                # could be a (currently) missing slot member, or a buggy
                # __dir__; discard and move on
                continue
        if not predicate or predicate(value):
            results.append((key, value))
        processed.add(key)
    results.sort(key=lambda pair: pair[0])
    return results

现在如果你 运行 你的新 getmembers():

class C:
    def __getattr__(self, name):
        def wrapper():
            print("For MCVE purposes, this does nothing useful.")
        return wrapper

print(getmembers(C()))

您应该得到想要的结果:

[('__class__', <class '__main__.C'>), ('__delattr__', <method-wrapper '__delattr__' of C object at 0x1155fa7b8>), ('__dict__', {}), ('__dir__', <built-in method __dir__ of C object at 0x1155fa7b8>), ('__doc__', None), ('__eq__', <method-wrapper '__eq__' of C object at 0x1155fa7b8>), ('__format__', <built-in method __format__ of C object at 0x1155fa7b8>), ('__ge__', <method-wrapper '__ge__' of C object at 0x1155fa7b8>), ('__getattr__', <bound method C.__getattr__ of <__main__.C object at 0x1155fa7b8>>), ('__getattribute__', <method-wrapper '__getattribute__' of C object at 0x1155fa7b8>), ('__gt__', <method-wrapper '__gt__' of C object at 0x1155fa7b8>), ('__hash__', <method-wrapper '__hash__' of C object at 0x1155fa7b8>), ('__init__', <method-wrapper '__init__' of C object at 0x1155fa7b8>), ('__init_subclass__', <built-in method __init_subclass__ of type object at 0x7fd01899e4c8>), ('__le__', <method-wrapper '__le__' of C object at 0x1155fa7b8>), ('__lt__', <method-wrapper '__lt__' of C object at 0x1155fa7b8>), ('__module__', '__main__'), ('__ne__', <method-wrapper '__ne__' of C object at 0x1155fa7b8>), ('__new__', <built-in method __new__ of type object at 0x1008b0c48>), ('__reduce__', <built-in method __reduce__ of C object at 0x1155fa7b8>), ('__reduce_ex__', <built-in method __reduce_ex__ of C object at 0x1155fa7b8>), ('__repr__', <method-wrapper '__repr__' of C object at 0x1155fa7b8>), ('__setattr__', <method-wrapper '__setattr__' of C object at 0x1155fa7b8>), ('__sizeof__', <built-in method __sizeof__ of C object at 0x1155fa7b8>), ('__str__', <method-wrapper '__str__' of C object at 0x1155fa7b8>), ('__subclasshook__', <built-in method __subclasshook__ of type object at 0x7fd01899e4c8>), ('__weakref__', None)]