Python 装饰器(Decorators) 超详细分类实例
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Python装饰器分类
Python
装饰器函数: 是指装饰器本身是函数风格的实现;
函数装饰器: 是指被装饰的目标对象是函数;(目标对象);
装饰器类 : 是指装饰器本身是类风格的实现;
类装饰器 : 是指被装饰的目标对象是类;(目标对象);
装饰器函数
目标对象是函数
(1)、装饰器无参数
A、目标无参数
strOldFunctionName = ""; strNewFunctionName = ""; #装饰器无参数: def decorator(callback): #装饰器函数/外部函数,它接受一个函数对象作为参数(这个函数一般就是目标函数); #目标无参数: def wrapper(): #闭包函数,用于传递目标函数的所有参数(没有参数); strOldFunctionName = callback.__name__; print "装饰前的函数名: %s" % strOldFunctionName; print "enter {}()".format(callback.__name__); callback(); #调用目标函数,执行原有功能; print "leave {}()".format(callback.__name__); pass; return wrapper; #返回闭包函数对象; @decorator #装饰器无参数; def target(): #目标函数:需要增加功能的函数(没有参数); strNewFunctionName = target.__name__; print "装饰后的函数名: %s" % strNewFunctionName; pass; target(); #用装饰过的新函数; print "函数名变化: %s --> %s" % (strOldFunctionName, strNewFunctionName)
B、目标有参数
strOldFunctionName = ""; strNewFunctionName = ""; #装饰器无参数: def decorator(callback): #装饰器函数/外部函数,它接受一个函数对象作为参数(这个函数一般就是目标函数); #目标有参数: def wrapper(*args, **kwargs): #闭包函数,用于传递目标函数的所有参数(任意参数); strOldFunctionName = callback.__name__; print "装饰前的函数名: %s" % strOldFunctionName; print "enter {}()".format(callback.__name__); callback(*args, **kwargs); #调用目标函数,执行原有功能; print "leave {}()".format(callback.__name__); pass; return wrapper; #返回闭包函数对象; @decorator #装饰器无参数; def target0(): #目标函数:需要增加功能的函数(没有参数) ; strNewFunctionName = target0.__name__; print "装饰后的函数名target0 = %s" % strNewFunctionName; pass; @decorator #装饰器无参数; def target1(a): #目标函数:需要增加功能的函数(1个参数) ; print "a = ", a; strNewFunctionName = target1.__name__; print "装饰后的函数名target1 = %s" % strNewFunctionName; pass; @decorator #装饰器无参数; def target2(a, b): #目标函数:需要增加功能的函数(2个参数) ; print "a = ", a, ", b = ", b; strNewFunctionName = target2.__name__; print "装饰后的函数名target2 = %s" % strNewFunctionName; pass; target0(); #调用装饰过的新函数; target1(6); #调用装饰过的新函数; target2(2, 8); #调用装饰过的新函数;
(2)、装饰器有参数
A、目标无参数
strOldFunctionName = ""; strNewFunctionName = ""; #装饰器有参数: def decorator(name): #装饰器函数,参数name可以作为关键字使用(可选的特点); def wrapper(callback): #内嵌一级闭包函数wrapper(),用于传递目标函数对象;接受一个函数对象作为参数(这个函数一般就是目标函数); #目标无参数: def _wrapper(): #二级闭包函数_wrapper()用于传递目标函数的所有参数(没有参数); strOldFunctionName = callback.__name__; print "装饰前的函数名: %s" % strOldFunctionName; print "{name}: enter {func}()".format(name = name, func = callback.__name__); #打印输出:通过关键字模式"{name}"打印,关键字name与format()的name关键字参数相同,func雷同; callback(); #调用目标函数,执行原有功能(没有参数); print "{name}: leave {func}!".format(name = name, func = callback.__name__); #打印输出:通过关键字模式"{name}"打印,关键字name与format()的name关键字参数相同,func雷同; pass; return _wrapper; #在一级闭包函数中返回二级闭包函数对象; return wrapper; #在装饰器函数中返回一级闭包函数对象; #装饰器有参数: @decorator(name = "SYSTEM") #装饰目标函数,参数name被用作关键字参数传递(可选参数的特点); def target(): #目标无参数; strNewFunctionName = target.__name__; print "装饰后的函数名target = %s" % strNewFunctionName; pass; target(); #调用装饰过的新函数;
B、目标有参数
strOldFunctionName = ""; strNewFunctionName = ""; #装饰器有参数: def decorator(name): #装饰器函数,参数name可以作为关键字使用(可选的特点); def wrapper(callback): #内嵌一级闭包函数wrapper(),用于传递目标函数对象;接受一个函数对象作为参数(这个函数一般就是目标函数); #目标有参数: def _wrapper(*args, **kwargs): #二级闭包函数_wrapper()用于传递目标函数的所有参数; strOldFunctionName = callback.__name__; print "装饰前的函数名: %s" % strOldFunctionName; print "{name}: enter {func}()".format(name = name, func = callback.__name__); #打印输出:通过关键字模式"{name}"打印,关键字name与format()的name关键字参数相同,func雷同; callback(*args, **kwargs); #调用目标函数,执行原有功能; print "{name}: leave {func}!".format(name = name, func = callback.__name__); #打印输出:通过关键字模式"{name}"打印,关键字name与format()的name关键字参数相同,func雷同; pass; return _wrapper; #在一级闭包函数中返回二级闭包函数对象; return wrapper; #在装饰器函数中返回一级闭包函数对象; #装饰器有参数: @decorator(name = ‘SYSTEM‘) #装饰目标函数,参数name被用作关键字参数传递(可选参数的特点); def target3(a, b, c): strNewFunctionName = target3.__name__; print "装饰后的函数名target = %s" % strNewFunctionName; print "a = %d, b = %d, c = %d" % (a, b, c); pass; #装饰器有参数: @decorator(‘PROCESS‘) #装饰目标函数,参数name没有被用作关键字参数传递; def target2(x, y): strNewFunctionName = target2.__name__; print "装饰后的函数名target = %s" % strNewFunctionName; print "x = %d, y = %d" % (x, y); pass; target2(6, 8); #调用装饰过的新函数; target3(4, 6, 8); #调用装饰过的新函数;
目标对象是类
(1)、装饰器无参数
A、目标无参数
strOldClassName = ""; strNewClassName = ""; #装饰器无参数: def decorator(cls): #装饰器,它没有参数,只是接受类对象作为参数(被装饰的目标类); #目标无参数: def wrapper(): #一级闭包函数,它负责传递类的构造函数需要用到的参数(没有参数); strOldClassName = cls.__name__; print "装饰前的类名: %s" % strOldClassName; print "call {name}.__init__".format(name = cls.__name__); objCls = cls(); #调用原始类的构造函数(没有参数); return objCls; #返回新的类对象(被装饰过的目标类对象); return wrapper; #返回一级闭包函数对象; @decorator class target: def __init__(self): #目标无参数; strNewClassName = target.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; t = target(); #用装饰过的新类创建对象; t.echo("XXXXXXXXXXXX");
B、目标有参数
strOldClassName = ""; strNewClassName = ""; #装饰器无参数: def decorator(cls): #装饰器,它没有参数,只是接受类对象作为参数(被装饰的目标类); #目标有参数: def wrapper(*args, **kwargs): #一级闭包函数,它负责传递类的构造函数需要用到的参数; strOldClassName = cls.__name__; print "装饰前的类名: %s" % strOldClassName; print "call {name}.__init__".format(name = cls.__name__); objCls = cls(*args, **kwargs); #调用原始类的构造函数; return objCls; #返回新的类对象(被装饰过的目标类对象); return wrapper; #返回一级闭包函数对象; @decorator class target1: def __init__(self, arg): #目标有参数; self.arg = arg; print "arg = ", arg; strNewClassName = target1.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator class target2: def __init__(self, arg1, arg2): #目标有参数; self.arg1 = arg1; self.arg2 = arg2; print "arg1 = ", self.arg1, ", arg2 = ", self.arg2; strNewClassName = target2.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator class target3: def __init__(self): #目标无参数; strNewClassName = target3.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target1(123); #用装饰过的新类创建对象; t1.echo("1111111111"); t2 = target2(456, 789); #用装饰过的新类创建对象; t1.echo("2222222222"); t3 = target3(); #用装饰过的新类创建对象; t3.echo("3333333333");
(2)、装饰器有参数
A、目标无参数
strOldClassName = ""; strNewClassName = ""; #装饰器有参数: def decorator(level = ‘INFO‘): #装饰器,它需要参数; def _wrapper(cls): #一级闭包函数对象,它接受一个类(被装饰的目标类)对象(类也是对象)作为参数; #目标无参数: def __wrapper(): #二级闭包函数,它负责传递类的构造函数需要用到的参数(没有参数); strOldClassName = cls.__name__; print "装饰前的类名: %s" % strOldClassName; print "[{level}] call {name}.__init__".format(level = level, name = cls.__name__); objCls = cls(); #调用原始类的构造函数(没有参数); return objCls; #返回新的类对象(被装饰过的目标类对象); return __wrapper; #返回二级闭包函数对象; return _wrapper; #返回一级闭包函数对象; @decorator() class target1: def __init__(self): #目标无参数; strNewClassName = target1.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator("DEBUG") class target2: def __init__(self): #目标无参数; strNewClassName = target2.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator(level = "SYSTEM") class target3: def __init__(self): #目标无参数; strNewClassName = target3.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target1(); #用装饰过的新类创建对象; t1.echo("AAAAAAAA"); t2 = target2(); #用装饰过的新类创建对象; t2.echo("BBBBBBBB"); t3 = target3(); #用装饰过的新类创建对象; t3.echo("CCCCCCCC");
B、目标有参数
strOldClassName = ""; strNewClassName = ""; #装饰器有参数: def decorator(level = ‘INFO‘): #装饰器,它需要参数; def _wrapper(cls): #一级闭包函数对象,它接受一个类(被装饰的目标类)对象(类也是对象)作为参数; #目标有参数: def __wrapper(*args, **kwargs): #二级闭包函数,它负责传递类的构造函数需要用到的参数; strOldClassName = cls.__name__; print "装饰前的类名: %s" % strOldClassName; print "[{level}] call {name}.__init__".format(level = level, name = cls.__name__); objCls = cls(*args, **kwargs); #调用原始类的构造函数; return objCls; #返回新的类对象(被装饰过的目标类对象); return __wrapper; #返回二级闭包函数对象; return _wrapper; #返回一级闭包函数对象; @decorator() class target1: def __init__(self, arg): self.arg = arg; print "arg = ", arg; strNewClassName = target1.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator(‘ERROR‘) class target2: def __init__(self, arg1, arg2): self.arg1 = arg1; self.arg2 = arg2; print "arg1 = ", self.arg1, ", arg2 = ", self.arg2; strNewClassName = target2.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator(level = ‘WARN‘) class target3: def __init__(self): strNewClassName = target3.__name__; print "装饰后的类名: %s" % strNewClassName; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target1(123); #用装饰过的新类创建对象; t1.echo("1111111111"); t2 = target2(456, 789); #用装饰过的新类创建对象; t1.echo("2222222222"); t3 = target3(); #用装饰过的新类创建对象; t3.echo("3333333333");
装饰器类
装饰器本身是一个类,通过构造函数__init__()和回调函数__call__()实现装饰器功能
目标对象是函数
(1)、装饰器无参数
A、目标无参数
#装饰器无参数: class decorator: #装饰器类,它也可以从object继承"class decorator(object)"; def __init__(self, callback): #在构造函数里面接受callback对象(原始目标函数对象)作为参数; self.callback = callback; self.__name__ = callback.__name__; #保证被装饰之后函数名字不变; pass; #目标无参数: def __call__(self): #在__call__()函数中传递目标函数对象的所有参数(没有参数); print "装饰前的函数名: %s" % self.callback.__name__; print "enter {func}()".format(func = self.callback.__name__); result = self.callback(); print "leave {func}()".format(func = self.callback.__name__); return result; @decorator def target(): print "装饰后的函数名: %s" % target.__name__; pass; target(); #调用装饰过的新函数;
B、目标有参数
#装饰器无参数: class decorator: #装饰器类,它也可以从object继承"class decorator(object)"; def __init__(self, callback): #在构造函数里面接受callback对象(原始目标函数对象)作为参数; self.callback = callback; self.__name__ = callback.__name__; #保证被装饰之后函数名字不变; pass; #目标有参数: def __call__(self, *args, **kwargs): #在__call__()函数中传递目标函数对象的所有参数(任意参数); print "装饰前的函数名: %s" % self.callback.__name__; print "enter {func}()".format(func = self.callback.__name__); result = self.callback(*args, **kwargs); #传递任意参数; print "leave {func}()".format(func = self.callback.__name__); return result; @decorator def target0(): print "装饰后的函数名: %s" % target0.__name__; pass; @decorator def target1(a, b): print "a = %d, b = %d" % (a, b); print "装饰后的函数名: %s" % target1.__name__; pass; target0(); #调用装饰过的新函数; target1(6, 8); #调用装饰过的新函数;
(2)、装饰器有参数
A、目标无参数
#装饰器有参数: class decorator: def __init__(self, name = ‘INFO‘): #在装饰器的构造函数中传递装饰器类需要的参数; self.name = name; pass; #目标无参数: def __call__(self, callback): #在__call__()函数中接受callback对象(原始目标函数对象)作为参数; def wrapper(): #内部闭包函数,给目标函数增加额外的功能(没有参数); print "装饰后的函数名: %s" % callback.__name__; print "[{name}] enter {func}()".format(name = self.name, func = callback.__name__); result = callback(); #调用原始目标函数,没有参数; print "[{name}] leave {func}()".format(name = self.name, func = callback.__name__); return result; return wrapper; #返回新的目标函数对象; @decorator() def target0(): print "装饰后的函数名: %s" % target0.__name__; pass; @decorator(‘ERROR‘) def target1(): print "装饰后的函数名: %s" % target1.__name__; pass; @decorator(name = ‘SYSTEM‘) def target2(): print "装饰后的函数名: %s" % target2.__name__; pass; target0(); #调用装饰过的新函数; target1(); #调用装饰过的新函数; target2(); #调用装饰过的新函数;
B、目标有参数
#装饰器有参数: class decorator: def __init__(self, name = ‘INFO‘): #在装饰器的构造函数中传递装饰器类需要的参数; self.name = name; pass; #目标有参数: def __call__(self, callback): #在__call__()函数中接受callback对象(原始目标函数对象)作为参数; def wrapper(*args, **kwargs): #内部闭包函数,给目标函数增加额外的功能(任意参数); print "装饰后的函数名: %s" % callback.__name__; print "[{name}] enter {func}()".format(name = self.name, func = callback.__name__); result = callback(*args, **kwargs); #调用原始目标函数,传递任意参数; print "[{name}] leave {func}()".format(name = self.name, func = callback.__name__); return result; return wrapper; #返回新的目标函数对象; @decorator() def target0(): print "装饰后的函数名: %s" % target0.__name__; pass; @decorator(‘ERROR‘) def target1(a): print "装饰后的函数名: %s" % target1.__name__; print "a = %d" % (a); pass; @decorator(name = ‘SYSTEM‘) def target2(x, y): print "装饰后的函数名: %s" % target2.__name__; print "x = %d, y = %d" % (x, y); pass; target0(); #调用装饰过的新函数; target1(2); #调用装饰过的新函数; target2(6, 8); #调用装饰过的新函数;
目标对象是类
(1)、装饰器无参数
A、目标无参数
#装饰器无参数: class decorator: def __init__(self, cls): #在装饰器的构造函数中传递被装饰类的对象; self.cls = cls; self.__name__ = cls.__name__; #保证被装饰之后类的名字不变; pass; #目标无参数: def __call__(self): #在__call__()函数中接受callback对象(原始目标函数对象)的所有参数(没有参数); print "装饰前的类名: %s" % self.cls.__name__; print "enter {func}()".format(func = self.cls.__name__); objCls = self.cls(); #调用原始类的构造函数,传递任意参数(没有参数); print "leave {func}()".format(func = self.cls.__name__); return objCls; #返回新的目标类对象; @decorator #装饰器无参数; class target: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; t = target(); #用装饰过的新类创建对象;
B、目标有参数
#装饰器无参数: class decorator: def __init__(self, cls): #在装饰器的构造函数中传递被装饰类的对象; self.cls = cls; self.__name__ = cls.__name__; #保证被装饰之后类的名字不变; pass; #目标有参数: def __call__(self, *args, **kwargs): #在__call__()函数中接受callback对象(原始目标函数对象)的所有参数(任意参数); print "装饰前的类名: %s" % self.cls.__name__; print "enter {func}()".format(func = self.cls.__name__); objCls = self.cls(*args, **kwargs); #调用原始类的构造函数,传递任意参数; print "leave {func}()".format(func = self.cls.__name__); return objCls; #返回新的目标类对象; @decorator #装饰器无参数; class target0: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target0.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator #装饰器无参数; class target1: def __init__(self, arg1, arg2): #目标有参数; self.arg1 = arg1; self.arg2 = arg2; print "arg1 = ", self.arg1, ", arg2 = ", self.arg2; print "装饰后的类名: %s" % target1.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator #装饰器无参数; class target2: def __init__(self, arg1): #目标有参数; self.arg1 = arg1; print "arg1 = ", self.arg1; print "装饰后的类名: %s" % target2.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target0(); #用装饰过的新类创建对象; t1.echo("AAAAAAAA"); t2 = target1(6, 8); #用装饰过的新类创建对象; t2.echo("BBBBBBBB"); t3 = target2(9); #用装饰过的新类创建对象; t3.echo("CCCCCCCC");
(2)、装饰器有参数
A、目标无参数
#装饰器有参数: class decorator: def __init__(self, name = ‘INFO‘): #在装饰器的构造函数中传递装饰器类需要的参数; self.name = name; pass; #目标无参数: def __call__(self, cls): #在__call__()函数中接受callback对象(原始目标函数对象)作为参数; def wrapper(): #内部闭包函数,给目标类增加额外的功能(没有参数); print "装饰前的类名: %s" % cls.__name__; print "[{name}] enter {func}()".format(name = self.name, func = cls.__name__); objCls = cls(); #调用原始类的构造函数(没有参数); print "[{name}] leave {func}()".format(name = self.name, func = cls.__name__); return objCls; return wrapper; #返回新的目标函数对象; @decorator() #装饰器有参数; class target0: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target0.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator("DEBUG") #装饰器有参数; class target1: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target1.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator(name = "SYSTEM") #装饰器有参数; class target2: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target2.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target0(); #用装饰过的新类创建对象; t1.echo("AAAAAAAA"); t2 = target1(); #用装饰过的新类创建对象; t2.echo("BBBBBBBB"); t3 = target2(); #用装饰过的新类创建对象; t3.echo("CCCCCCCC");
B、目标有参数
#装饰器有参数: class decorator: def __init__(self, name = ‘INFO‘): #在装饰器的构造函数中传递装饰器类需要的参数; self.name = name; pass; #目标有参数: def __call__(self, cls): #在__call__()函数中接受callback对象(原始目标函数对象)作为参数; def wrapper(*args, **kwargs): #内部闭包函数,给目标类增加额外的功能(任意参数); print "装饰前的类名: %s" % cls.__name__; print "[{name}] enter {func}()".format(name = self.name, func = cls.__name__); objCls = cls(*args, **kwargs); #调用原始类的构造函数,传递任意参数; print "[{name}] leave {func}()".format(name = self.name, func = cls.__name__); return objCls; return wrapper; #返回新的目标函数对象; @decorator() #装饰器有参数; class target0: def __init__(self): #目标无参数; print "装饰后的类名: %s" % target0.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator("DEBUG") #装饰器有参数; class target1: def __init__(self, arg1, arg2): #目标有参数; self.arg1 = arg1; self.arg2 = arg2; print "arg1 = ", self.arg1, ", arg2 = ", self.arg2; print "装饰后的类名: %s" % target1.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; @decorator(name = "SYSTEM") #装饰器有参数; class target2: def __init__(self, arg1): #目标有参数; self.arg1 = arg1; print "arg1 = ", self.arg1; print "装饰后的类名: %s" % target2.__name__; pass; def echo(self, msg): print "echo: ", msg; pass; t1 = target0(); #用装饰过的新类创建对象; t1.echo("AAAAAAAA"); t2 = target1(6, 8); #用装饰过的新类创建对象; t2.echo("BBBBBBBB"); t3 = target2(9); #用装饰过的新类创建对象; t3.echo("CCCCCCCC");
【备注】
针对装饰器类用于装饰函数的情况,装饰器类还有如下写法:把内嵌的闭包函数定义成装饰器类的成员函数;
例如:
#装饰器有参数: class decorator: def __init__(self, name = ‘INFO‘): #在装饰器的构造函数中传递装饰器类需要的参数; self.name = name; pass; #目标有参数: def __call__(self, callback): #在__call__()函数中接受callback对象(原始目标函数对象)作为参数; self.callback = callback; return self.wrapper; #返回新的目标函数对象(闭包函数对象); #原来的闭包函数被定义为成员函数: def wrapper(*args, **kwargs): #内部闭包函数,给目标函数增加额外的功能(任意参数); print "装饰后的函数名: %s" % callback.__name__; print "[{name}] enter {func}()".format(name = self.name, func = callback.__name__); result = self.callback(*args, **kwargs); #调用原始目标函数,传递任意参数; print "[{name}] leave {func}()".format(name = self.name, func = callback.__name__); return result;
【总结】
- [1] @decorator后面不带括号时(也即装饰器无参数时),效果就相当于先定义func或cls,而后执行赋值操作func=decorator(func)或cls=decorator(cls);
- [2] @decorator后面带括号时(也即装饰器有参数时),效果就相当于先定义func或cls,而后执行赋值操作 func=decorator(decoratorArgs)(func)或cls=decorator(decoratorArgs)(cls);
- [3] 如上将func或cls重新赋值后,此时的func或cls也不再是原来定义时的func或cls,而是一个可执行体,你只需要传入参数就可调用,func(args)=>返回值或者输出,cls(args)=>object of cls;
- [4] 最后通过赋值返回的执行体是多样的,可以是闭包,也可以是外部函数;当被装饰的是一个类时,还可以是类内部方法,函数;
- [5] 另外要想真正了解装饰器,一定要了解func.func_code.co_varnames,func.func_defaults,通过它们你可以以func的定义之外,还原func的参数列表;另外关键字参数是因为调用而出现的,而不是因为func的定义,func的定义中的用等号连接的只是有默认值的参数,它们并不一定会成为关键字参数,因为你仍然可以按照位置来传递它们;
【转载】
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