我需要一种工作方法来获取从Python基类继承的所有类。
当前回答
获取所有子类列表的一个更短的版本:
from itertools import chain
def subclasses(cls):
return list(
chain.from_iterable(
[list(chain.from_iterable([[x], subclasses(x)])) for x in cls.__subclasses__()]
)
)
其他回答
一般形式的最简单解:
def get_subclasses(cls):
for subclass in cls.__subclasses__():
yield from get_subclasses(subclass)
yield subclass
和类方法,如果你有一个单一的类,你继承:
@classmethod
def get_subclasses(cls):
for subclass in cls.__subclasses__():
yield from subclass.get_subclasses()
yield subclass
这个答案不如使用@unutbu提到的特殊内置__subclasses__()类方法好,所以我只是把它作为一个练习。subclasses()函数的定义返回一个字典,该字典将所有子类名称映射到子类本身。
def traced_subclass(baseclass):
class _SubclassTracer(type):
def __new__(cls, classname, bases, classdict):
obj = type(classname, bases, classdict)
if baseclass in bases: # sanity check
attrname = '_%s__derived' % baseclass.__name__
derived = getattr(baseclass, attrname, {})
derived.update( {classname:obj} )
setattr(baseclass, attrname, derived)
return obj
return _SubclassTracer
def subclasses(baseclass):
attrname = '_%s__derived' % baseclass.__name__
return getattr(baseclass, attrname, None)
class BaseClass(object):
pass
class SubclassA(BaseClass):
__metaclass__ = traced_subclass(BaseClass)
class SubclassB(BaseClass):
__metaclass__ = traced_subclass(BaseClass)
print subclasses(BaseClass)
输出:
{'SubclassB': <class '__main__.SubclassB'>,
'SubclassA': <class '__main__.SubclassA'>}
下面是一个简单但有效的代码版本:
def get_all_subclasses(cls):
subclass_list = []
def recurse(klass):
for subclass in klass.__subclasses__():
subclass_list.append(subclass)
recurse(subclass)
recurse(cls)
return set(subclass_list)
它的时间复杂度是O(n)如果没有多重继承,n是所有子类的数目。 它比递归地创建列表或使用生成器生成类的函数更有效,后者的复杂度可能是(1)O(nlogn)当类层次结构是平衡树时,或(2)O(n²)当类层次结构是有偏树时。
获取所有子类列表的一个更短的版本:
from itertools import chain
def subclasses(cls):
return list(
chain.from_iterable(
[list(chain.from_iterable([[x], subclasses(x)])) for x in cls.__subclasses__()]
)
)
下面是一个没有递归的版本:
def get_subclasses_gen(cls):
def _subclasses(classes, seen):
while True:
subclasses = sum((x.__subclasses__() for x in classes), [])
yield from classes
yield from seen
found = []
if not subclasses:
return
classes = subclasses
seen = found
return _subclasses([cls], [])
这与其他实现的不同之处在于它返回原始类。 这是因为它使代码更简单,并且:
class Ham(object):
pass
assert(issubclass(Ham, Ham)) # True
如果get_subclasses_gen看起来有点奇怪,那是因为它是通过将尾递归实现转换为循环生成器创建的:
def get_subclasses(cls):
def _subclasses(classes, seen):
subclasses = sum(*(frozenset(x.__subclasses__()) for x in classes))
found = classes + seen
if not subclasses:
return found
return _subclasses(subclasses, found)
return _subclasses([cls], [])
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