Too*_*one 4 python metaclass class new-style-class python-3.x
在Python文档,各国__getattribute__可以查找特殊的方法时被绕过。这是通过语言语法或内置函数进行隐式调用的结果。
例如,
elem = container[0]
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不等同于:
elem = container.__getattribute__('__getitem__')[0]
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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)
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我想编写一个名为的MagicOverrider类,其中任何继承自的类MagicOverrider 始终调用__getattribute__,而不是绕过它。我的问题是我们如何才能做到这一点?
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)
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但是,我的解决方案至少有两个问题:
class MagicOverrider:, 抛出TypeError: 'function' object is not iterable这很棘手。因为当通过语言构造触发魔术方法时,Python 不会通过正常情况下使用的正常属性检索路径(即,使用__getattribute__等等):相反,每当将特殊方法分配给类时,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方式 - 否则,仅仅为了获得正确的方法来执行,比如添加或项目检索,代码就会太多。还有,很容易有一些无限递归循环。
所以 - 魔术方法总是直接检索 bt Python - 没有__getattribute__。
相反,可以做的是让魔法方法本身__getattribute__在运行时触发它们。如果他们得到任何与自己不同的结果,他们就会调用它。只需注意避免无限递归。
至于潜在的魔法方法:因为无论如何这都需要一个元类,所以在创建将强制__getattribute__.
下面的代码就是这样做的,并包含一个示例类,该类在 上放置了一个临时包装器__getitem__:
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
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它适用于任何魔法方法——当然,如果你只是在类创建后将魔法方法分配给类本身,它将隐藏使用的包装方法。但是对于任何__getattribute__自身添加的魔法包装,它应该可以工作。
没有任何钩子或选项可以设置来打开所有魔术方法的常规属性处理。您可以做到这一点的唯一方法是覆盖所有它们以分别委托给您所需的处理,这有一些重要的限制,您发现了其中之一:
您的尝试失败了,因为您尝试定义__slots__为实例方法。__slots__根本不应该是任何类型的方法,并且绝对不是实例方法;它需要是一个序列,并且需要在类定义时进行处理以确定类实例的布局。您还尝试将__new__其编写为实例方法。即使您没有犯这些错误,您的大多数方法也会最终陷入无限递归循环。