为类添加装饰器 通过装饰类为类的方法添加装饰器

Ste*_*gem 6 python decorator

我正在尝试创建一个可以在类上定义的装饰器,并装饰其中定义的所有内容。首先让我展示一下我已经基于其他 SO 答案得到的设置:

import inspect


# https://stackoverflow.com/a/18421294/577669
def log(func):
    def wrapped(*args, **kwargs):
        try:
            print("Entering: [%s]" % func)
            try:
                # https://stackoverflow.com/questions/19227724/check-if-a-function-uses-classmethod
                if inspect.ismethod(func) and func.__self__:  # class method
                    return func(*args[1:], **kwargs)
                if inspect.isdatadescriptor(func):
                    return func.fget(args[0])
                return func(*args, **kwargs)
            except Exception as e:
                print('Exception in %s : (%s) %s' % (func, e.__class__.__name__, e))
        finally:
            print("Exiting: [%s]" % func)
    return wrapped


class trace(object):
    def __call__(self, cls):  # instance, owner):
        for name, m in inspect.getmembers(cls, lambda x: inspect.ismethod(x) or inspect.isfunction(x)):
            setattr(cls, name, log(m))
        for name, m in inspect.getmembers(cls, lambda x: inspect.isdatadescriptor(x)):
            setattr(cls, name, property(log(m)))
        return cls


@trace()
class Test:
    def __init__(self, arg):
        self.arg = arg

    @staticmethod
    def static_method(arg):
        return f'static: {arg}'

    @classmethod
    def class_method(cls, arg):
        return f'class: {arg}'

    @property
    def myprop(self):
        return 'myprop'

    def normal(self, arg):
        return f'normal: {arg}'


if __name__ == '__main__':
    test = Test(1)
    print(test.arg)
    print(test.static_method(2))
    print(test.class_method(3))
    print(test.myprop)
    print(test.normal(4))
Run Code Online (Sandbox Code Playgroud)

从类中删除@trace装饰器时,输出如下:

123
static
class
myprop
normal
Run Code Online (Sandbox Code Playgroud)

添加@trace装饰器时我得到这个:

Entering: [<function Test.__init__ at 0x00000170FA9ED558>]
Exiting: [<function Test.__init__ at 0x00000170FA9ED558>]
1
Entering: [<function Test.static_method at 0x00000170FB308288>]
Exception in <function Test.static_method at 0x00000170FB308288> : (TypeError) static_method() takes 1 positional argument but 2 were given
Exiting: [<function Test.static_method at 0x00000170FB308288>]
None
Entering: [<bound method Test.class_method of <class '__main__.Test'>>]
Exiting: [<bound method Test.class_method of <class '__main__.Test'>>]
class: 3
Entering: [<property object at 0x00000170FB303E08>]
Exiting: [<property object at 0x00000170FB303E08>]
myprop
Entering: [<function Test.normal at 0x00000170FB308438>]
Exiting: [<function Test.normal at 0x00000170FB308438>]
normal: 4
Run Code Online (Sandbox Code Playgroud)

此示例的结论:init、normal、class 和 prop 方法均已正确检测。

然而,静态方法则不然。

我对此片段的问题是:

  1. 可以像我在日志中那样检查某些用例吗?或者,还有更好的方法?
  2. 如何查看某物是否是静态方法,无法传入任何内容(因为现在传入了测试实例)?

谢谢!

Ken*_*rom 0

我查看了inspect的源代码,发现它可以在classify_class_attrs中找到静态方法,因此我修改了您的代码以使用该函数。

我还分离了日志,这样我就可以有不同的包装函数来处理不同的规则。其中一些是多余的,但这就是我最初分离静态方法的方式。我担心 classmethod 应该得到 cls 参数,也许这是一个合理的担忧,但它通过了这些简单的测试,而没有成为问题。

import inspect
import types

# /sf/answers/1289490611/
def log(func, *args, **kwargs):
    try:
        print("Entering: [%s]" % func)
        try:
            if callable(func):
                return func(*args, **kwargs)
        except Exception as e:
            print('Exception in %s : (%s) %s' % (func, e.__class__.__name__, e))
            raise e
    finally:
        print("Exiting: [%s]" % func)

def log_function(func):
    def wrapped(*args, **kwargs):
        return log(func, *args, **kwargs)
    return wrapped
    
def log_staticmethod(func):
    def wrapped(*args, **kwargs):
        return log(func, *args[1:], **kwargs)
    return wrapped
    
def log_method(func):
    def wrapped(*args, **kwargs):
        instance = args[0]
        return log(func, *args, **kwargs)
    return wrapped
    
def log_classmethod(func):
    def wrapped(*args, **kwargs):
        return log(func, *args[1:], **kwargs)
    return wrapped

def log_datadescriptor(name, getter):
    def wrapped(*args, **kwargs):
        instance = args[0]
        return log(getter.fget, instance)
    return wrapped
    
class trace(object):
    def __call__(self, cls):  # instance, owner):
        for result in inspect.classify_class_attrs(cls):
            if result.defining_class == cls:
                func = getattr(cls, result.name, None)
                if result.kind == 'method':
                    setattr(cls, result.name, log_method(func))
                if result.kind == 'class method':
                    setattr(cls, result.name, log_classmethod(func))
                if result.kind == 'static method':
                    setattr(cls, result.name, log_staticmethod(func))
        for name, getter in inspect.getmembers(cls, inspect.isdatadescriptor):
            setattr(cls, name, property(log_datadescriptor(name, getter)))
        return cls


@trace()
class Test:
    def __init__(self, arg):
        self.value = arg

    @staticmethod
    def static_method(arg):
        return f'static: {arg}'

    @classmethod
    def class_method(cls, arg):
        return f'class Test, argument: {arg}'

    @property
    def myprop(self):
        return f'myprop on instance {self.value}'

    def normal(self, arg):
        return f'normal: {arg} on instance {self.value}'


if __name__ == '__main__':
    test = Test(123)
    print(test.value)
    print(test.static_method(2))
    print(test.class_method(3))
    print(test.myprop)
    print(test.normal(4))
Run Code Online (Sandbox Code Playgroud)

输入:[<功能测试。init at 0x000002338FDCCA60>]
退出:[<功能测试。init at 0x000002338FDCCA60>]
123
输入:[<function Test.static_method at 0x000002338FDCCAF0>]
退出:[<function Test.static_method at 0x000002338FDCCAF0>]
static:2输入:[<<class ' main .Test'
的绑定方法 Test.class_method >>]退出: [<<class ' main .Test' 的绑定方法 Test.class_method of <class ' main .Test'>>] class Test, argument: 3 Entering: [<function Test.myprop at 0x000002338FDCCC10>] 退出: [<function Test.myprop at 实例 123 上的0x000002338FDCCC10>] myprop 输入:[<function Test.normal at 0x000002338FDCCCA0>] 退出:[<function Test.normal at 0x000002338FDCCCA0>] 正常:实例 123 上为 4







有些文本并不完全匹配,因为我们都对跟踪类中的输出进行了一些细微的更改。