我想通过类中的方法进行迭代,或者根据目前的方法不同地处理类或实例对象。我如何获得类方法的列表?

还看到:

方法中的方法如何列出 Python 2.5模块? 循环在 Python / IronPython对象 方法 找到方法 对象有 我怎么看里面 Python对象? 我该怎么做 中对对象进行内省 Python 2. x ? 如何获得 对象的方法和的完整列表 属性? 找出 函数可以从类中获得 实例在python中?


当前回答

你也可以从types中导入FunctionType并使用类测试它。__dict__:

from types import FunctionType

class Foo:
    def bar(self): pass
    def baz(self): pass

def methods(cls):
    return [x for x, y in cls.__dict__.items() if type(y) == FunctionType]

methods(Foo)  # ['bar', 'baz']

其他回答

For my use case, I needed to distinguish between class methods, static methods, properties, and instance methods. The inspect module confuses the issue a bit (particularly with class methods and instance methods), so I used vars based on a comment on this SO question. The basic gist is to use vars to get the __dict__ attribute of the class, then filter based on various isinstance checks. For instance methods, I check that it is callable and not a class method. One caveat: this approach of using vars (or __dict__ for that matter) won't work with __slots__. Using Python 3.6.9 (because it's what the Docker image I'm using as my interpreter has):

class MethodAnalyzer:

    class_under_test = None

    @classmethod
    def get_static_methods(cls):
        if cls.class_under_test:
            return {
                k for k, v in vars(cls.class_under_test).items()
                if isinstance(v, staticmethod)
            }
        return {}

    @classmethod
    def get_class_methods(cls):
        if cls.class_under_test:
            return {
                k for k, v in vars(cls.class_under_test).items()
                if isinstance(v, classmethod)
            }
        return {}

    @classmethod
    def get_instance_methods(cls):
        if cls.class_under_test:
            return {
                k for k, v in vars(cls.class_under_test).items()
                if callable(v) and not isinstance(v, classmethod)
            }
        return {}

    @classmethod
    def get_properties(cls):
        if cls.class_under_test:
            return {
                k for k, v in vars(cls.class_under_test).items()
                if isinstance(v, property)
            }
        return {}

为了查看它的运行情况,我创建了这个小测试类:

class Foo:

    @staticmethod
    def bar(baz):
        print(baz)

    @property
    def bleep(self):
        return 'bloop'

    @classmethod
    def bork(cls):
        return cls.__name__

    def flank(self):
        return 'on your six'

那时:

MethodAnalyzer.class_under_test = Foo
print(MethodAnalyzer.get_instance_methods())
print(MethodAnalyzer.get_class_methods())
print(MethodAnalyzer.get_static_methods())
print(MethodAnalyzer.get_properties())

的输出

{'flank'}
{'bork'}
{'bar'}
{'bleep'}

在这个例子中,我放弃了实际的方法,但如果你需要保留它们,你可以使用字典理解式而不是集合理解式:

{
    k, v for k, v in vars(cls.class_under_test).items()
    if callable(v) and not isinstance(v, classmethod)
}

我知道这是一篇旧文章,但只是写了这个函数,并将它留在这里,以防有人跌跌撞撞地寻找答案:

def classMethods(the_class,class_only=False,instance_only=False,exclude_internal=True):

    def acceptMethod(tup):
        #internal function that analyzes the tuples returned by getmembers tup[1] is the 
        #actual member object
        is_method = inspect.ismethod(tup[1])
        if is_method:
            bound_to = tup[1].im_self
            internal = tup[1].im_func.func_name[:2] == '__' and tup[1].im_func.func_name[-2:] == '__'
            if internal and exclude_internal:
                include = False
            else:
                include = (bound_to == the_class and not instance_only) or (bound_to == None and not class_only)
        else:
            include = False
        return include
    #uses filter to return results according to internal function and arguments
    return filter(acceptMethod,inspect.getmembers(the_class))

注意,您需要考虑是否希望结果中包含继承(但不重写)基类的方法。dir()和inspect.getmembers()操作包含基类方法,但使用__dict__属性不包含。

有dir(theobject)方法列出对象的所有字段和方法(作为元组)和inspect模块(作为codeape编写)列出字段和方法及其文档(在""")。

因为在Python中可能调用所有内容(甚至字段),所以我不确定是否有一个内置函数只列出方法。您可能想要尝试通过dir获取的对象是否可调用。

methods = [(func, getattr(o, func)) for func in dir(o) if callable(getattr(o, func))]

给出一个相同的列表

methods = inspect.getmembers(o, predicate=inspect.ismethod)

所做的事。