如何强制对魔术方法(特殊方法)调用getattribute()?

2024-10-03 11:20:16 发布

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python documentation表示在查找特殊方法时可以绕过__getattribute__。这是通过语言语法或内置函数进行隐式调用的结果。你知道吗

例如

elem = container[0]

不同于:

elem = container.__getattribute__('__getitem__')[0]

下面是另一个例子:

class WrappedList:
    def __init__(self):
        object.__setattr__(self, 'interal_list', ['apple', 'pear', 'orange'])

    def __getattribute__(self, attr_name):
        interal_list = object.__getattribute__(self, 'interal_list')
        attr = getattr(interal_list, attr_name)
        return attr

wl = WrappedList()

print("\nSTART TEST 01 ------------------------")
try:
    print(wl[0]) # throws TypeError: 'WrappedList' object does not support indexing
except TypeError as e:
    print(e)

print("\nSTART TEST 02 ------------------------")
try:
    getitem = getattr(wl, '__getitem__')
    print(getitem(0)) # works just fine
except TypeError as e:
    print(e)

我想编写一个名为MagicOverrider的类,其中任何从MagicOverrider继承的类总是调用__getattribute__,而不是绕过它。我的问题是我们怎么做?你知道吗

我尝试了以下方法:

class MagicOverrider:

    def __call__(self, *args, **kwargs):
        f = getattr(self, '__call__')
        return f(*args, **kwargs)

    def __iter__(self, *args, **kwargs):
        f = getattr(self, '__iter__')
        return f(*args, **kwargs)

    def __getitem__(self, *args, **kwargs):
        f = getattr(self, '__getitem__')
        return f(*args, **kwargs)

    def __setitem__(self, *args, **kwargs):
        f = getattr(self, '__setitem__')
        return f(*args, **kwargs)

    def __add__(self, *args, **kwargs):
        f = getattr(self, '__add__')
        return f(*args, **kwargs)

    def __sub__(self, *args, **kwargs):
        f = getattr(self, '__sub__')
        return f(*args, **kwargs)

    def __mul__(self, *args, **kwargs):
        f = getattr(self, '__mul__')
        return f(*args, **kwargs)

    def __truediv__(self, *args, **kwargs):
        f = getattr(self, '__truediv__')
        return f(*args, **kwargs)

    def __floordiv__(self, *args, **kwargs):
        f = getattr(self, '__floordiv__')
        return f(*args, **kwargs)

    def __mod__(self, *args, **kwargs):
        f = getattr(self, '__mod__')
        return f(*args, **kwargs)

    def __divmod__(self, *args, **kwargs):
        f = getattr(self, '__divmod__')
        return f(*args, **kwargs)

    def __pow__(self, *args, **kwargs):
        f = getattr(self, '__pow__')
        return f(*args, **kwargs)

    def __lshift__(self, *args, **kwargs):
        f = getattr(self, '__lshift__')
        return f(*args, **kwargs)

    def __rshift__(self, *args, **kwargs):
        f = getattr(self, '__rshift__')
        return f(*args, **kwargs)

    def __and__(self, *args, **kwargs):
        f = getattr(self, '__and__')
        return f(*args, **kwargs)

    def __xor__(self, *args, **kwargs):
        f = getattr(self, '__xor__')
        return f(*args, **kwargs)

    def __or__(self, *args, **kwargs):
        f = getattr(self, '__or__')
        return f(*args, **kwargs)

    def __radd__(self, *args, **kwargs):
        f = getattr(self, '__radd__')
        return f(*args, **kwargs)

    def __rsub__(self, *args, **kwargs):
        f = getattr(self, '__rsub__')
        return f(*args, **kwargs)

    def __rmul__(self, *args, **kwargs):
        f = getattr(self, '__rmul__')
        return f(*args, **kwargs)

    def __rtruediv__(self, *args, **kwargs):
        f = getattr(self, '__rtruediv__')
        return f(*args, **kwargs)

    def __rfloordiv__(self, *args, **kwargs):
        f = getattr(self, '__rfloordiv__')
        return f(*args, **kwargs)

    def __rmod__(self, *args, **kwargs):
        f = getattr(self, '__rmod__')
        return f(*args, **kwargs)

    def __rdivmod__(self, *args, **kwargs):
        f = getattr(self, '__rdivmod__')
        return f(*args, **kwargs)

    def __rpow__(self, *args, **kwargs):
        f = getattr(self, '__rpow__')
        return f(*args, **kwargs)

    def __rlshift__(self, *args, **kwargs):
        f = getattr(self, '__rlshift__')
        return f(*args, **kwargs)

    def __rrshift__(self, *args, **kwargs):
        f = getattr(self, '__rrshift__')
        return f(*args, **kwargs)

    def __rand__(self, *args, **kwargs):
        f = getattr(self, '__rand__')
        return f(*args, **kwargs)

    def __rxor__(self, *args, **kwargs):
        f = getattr(self, '__rxor__')
        return f(*args, **kwargs)

    def __neg__(self, *args, **kwargs):
        f = getattr(self, '__neg__')
        return f(*args, **kwargs)

    def __pos__(self, *args, **kwargs):
        f = getattr(self, '__pos__')
        return f(*args, **kwargs)

    def __abs__(self, *args, **kwargs):
        f = getattr(self, '__abs__')
        return f(*args, **kwargs)

    def __invert__(self, *args, **kwargs):
        f = getattr(self, '__invert__')
        return f(*args, **kwargs)

    def __complex__(self, *args, **kwargs):
        f = getattr(self, '__complex__')
        return f(*args, **kwargs)

    def __int__(self, *args, **kwargs):
        f = getattr(self, '__int__')
        return f(*args, **kwargs)

    def __float__(self, *args, **kwargs):
        f = getattr(self, '__float__')
        return f(*args, **kwargs)

    def __round__(self, *args, **kwargs):
        f = getattr(self, '__round__')
        return f(*args, **kwargs)

    def __index__(self, *args, **kwargs):
        f = getattr(self, '__index__')
        return f(*args, **kwargs)

    def __eq__(self, *args, **kwargs):
        f = getattr(self, '__eq__')
        return f(*args, **kwargs)

    def __ne__(self, *args, **kwargs):
        f = getattr(self, '__ne__')
        return f(*args, **kwargs)

    def __lt__(self, *args, **kwargs):
        f = getattr(self, '__lt__')
        return f(*args, **kwargs)

    def __le__(self, *args, **kwargs):
        f = getattr(self, '__le__')
        return f(*args, **kwargs)

    def __gt__(self, *args, **kwargs):
        f = getattr(self, '__gt__')
        return f(*args, **kwargs)

    def __ge__(self, *args, **kwargs):
        f = getattr(self, '__ge__')
        return f(*args, **kwargs)

    def __bool__(self, *args, **kwargs):
        f = getattr(self, '__bool__')
        return f(*args, **kwargs)

    def __new__(self, *args, **kwargs):
        f = getattr(self, '__new__')
        return f(*args, **kwargs)

    def __del__(self, *args, **kwargs):
        f = getattr(self, '__del__')
        return f(*args, **kwargs)

    def __slots__(self, *args, **kwargs):
        f = getattr(self, '__slots__')
        return f(*args, **kwargs)

    def __hash__(self, *args, **kwargs):
        f = getattr(self, '__hash__')
        return f(*args, **kwargs)

    def __instancecheck__(self, *args, **kwargs):
        f = getattr(self, '__instancecheck__')
        return f(*args, **kwargs)

    def __subclasscheck__(self, *args, **kwargs):
        f = getattr(self, '__subclasscheck__')
        return f(*args, **kwargs)

    def __subclasshook__(self, *args, **kwargs):
        f = getattr(self, '__subclasshook__')
        return f(*args, **kwargs)

    def __ror__(self, *args, **kwargs):
        f = getattr(self, '__ror__')
        return f(*args, **kwargs)

    def __iadd__(self, *args, **kwargs):
        f = getattr(self, '__iadd__')
        return f(*args, **kwargs)

    def __isub__(self, *args, **kwargs):
        f = getattr(self, '__isub__')
        return f(*args, **kwargs)

    def __imul__(self, *args, **kwargs):
        f = getattr(self, '__imul__')
        return f(*args, **kwargs)

    def __itruediv__(self, *args, **kwargs):
        f = getattr(self, '__itruediv__')
        return f(*args, **kwargs)

    def __ifloordiv__(self, *args, **kwargs):
        f = getattr(self, '__ifloordiv__')
        return f(*args, **kwargs)

    def __imod__(self, *args, **kwargs):
        f = getattr(self, '__imod__')
        return f(*args, **kwargs)

    def __ipow__(self, *args, **kwargs):
        f = getattr(self, '__ipow__')
        return f(*args, **kwargs)

    def __ilshift__(self, *args, **kwargs):
        f = getattr(self, '__ilshift__')
        return f(*args, **kwargs)

    def __irshift__(self, *args, **kwargs):
        f = getattr(self, '__irshift__')
        return f(*args, **kwargs)

    def __iand__(self, *args, **kwargs):
        f = getattr(self, '__iand__')
        return f(*args, **kwargs)

    def __ixor__(self, *args, **kwargs):
        f = getattr(self, '__ixor__')
        return f(*args, **kwargs)

    def __repr__(self, *args, **kwargs):
        f = getattr(self, '__repr__')
        return f(*args, **kwargs)

    def __str__(self, *args, **kwargs):
        f = getattr(self, '__str__')
        return f(*args, **kwargs)

    def __cmp__(self, *args, **kwargs):
        f = getattr(self, '__cmp__')
        return f(*args, **kwargs)

    def __rcmp__(self, *args, **kwargs):
        f = getattr(self, '__rcmp__')
        return f(*args, **kwargs)

    def __nonzero__(self, *args, **kwargs):
        f = getattr(self, '__nonzero__')
        return f(*args, **kwargs)

    def __unicode__(self, *args, **kwargs):
        f = getattr(self, '__unicode__')
        return f(*args, **kwargs)

但是,我的解决方案至少有两个问题:

  • 如果在python的未来版本中引入新的魔术方法,它将不再工作
  • 第一行class MagicOverrider:抛出TypeError: 'function' object is not iterable

Tags: selfreturnobjectdefargskwargslistattr
2条回答

这很棘手。 因为当通过语言构造触发magic方法时,Python不会通过正常情况下使用的常规属性检索路径(即,使用__getattribute__等):相反,每当一个特殊方法被分配给一个类时,它被标记在类本身的二进制数据结构中(由Python解释器中的C代码完成)。这样做是为了使这种用法是快捷的-否则它将是太多的代码只是为了得到正确的方法来执行,例如添加,或项目检索。也很容易有无限的递归循环。你知道吗

所以,magic方法总是直接通过Python-no__getattribute__检索。你知道吗

相反,可以做的是让magicmethods本身在运行时触发__getattribute__。如果他们得到的结果与他们自己不同,他们就称之为。注意避免无限递归。你知道吗

至于潜在的魔术方法:因为这无论如何都需要一个元类,所以在创建将强制__getattribute__的类时,只需要让元类包装所需类的所有魔术方法。你知道吗

下面的代码实现了这一点,并包含了一个示例类,该类在__getitem__上放置了一个临时包装器:

from functools import wraps
from threading import local as thread_local
from types import MethodType

def wrap(name, method):
    local_flag = thread_local()
    @wraps(method)
    def wrapper(*args, **kw):
        local_method = method
        if not getattr(local_flag, "running", False) and args and not isinstance(args[0], type):
            local_flag.running = True
            # trigger __getattribute__:
            self = args[0]
            cls = self.__class__
            retrieved = cls.__getattribute__(self, name)
            if not retrieved is wrapper:
                local_method =  retrieved
            if isinstance(local_method, MethodType):
                args = args[1:]
        result = local_method(*args, **kw)
        local_flag.running = False
        return result
    wrapper._wrapped = True
    return wrapper


class MetaOverrider(type):
    def __init__(cls, name, bases, namespace, **kwd):
        super().__init__(name, bases, namespace, **kwd)

        for name in dir(cls):
            if not (name.startswith("__")  and name.endswith("__")):
                continue
            if name in ("__getattribute__", "__class__", "__init__"):
                continue
            magic_method = getattr(cls, name)
            if not callable(magic_method) or getattr(magic_method, "_wrapped", False):
                continue
            setattr(cls, name, wrap(name, magic_method))



class TestOverriding(list, metaclass=MetaOverrider):
    def __getattribute__(self, attrname):
        attr = super().__getattribute__(attrname)
        if attrname == "__getitem__":
            original = attr
            def printergetitem(self, index):
                print("Getting ", index)
                return original(index)
            attr = printergetitem
        return attr

它可以与任何魔术方法一起工作-但是,当然,如果您在创建类之后将魔术方法分配给类本身,它将隐藏所使用的包装器方法。但是对于任何添加在__getattribute__本身的魔法包装,它应该可以工作。你知道吗

没有任何钩子或选项可以设置为对所有魔术方法启用常规属性处理。唯一可以这样做的方法是重写所有这些操作以分别委托给所需的处理,这有几个重要的限制,其中一个限制是:

  • 它需要在每次引入magic方法时更新。你知道吗
  • 很容易错过一种方法。你知道吗
  • 无论您委托给哪个属性查找过程,都可能会选择您的委托者方法。那需要小心处理。你知道吗

尝试失败,因为您试图将__slots__定义为实例方法。__slots__不应该是任何类型的方法,也绝对不是实例方法;它需要是一个序列,并且需要在类定义时进行处理,以决定类实例的布局。您还尝试将__new__当作实例方法来编写。即使您没有犯这些错误,但是,您的大多数方法都会以无限递归循环结束。你知道吗

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