This is a Python 3.x version of the How to pass arguments to the metaclass from the class definition? question, listed separately by request since the answer is significantly different from Python 2.x.
In Python 3.x, how do I pass arguments to a metaclass's __prepare__
, __new__
, and __init__
functions so a class author can give input to the metaclass on how the class should be created?
As my use case, I'm using metaclasses to enable automatic registration of classes and their subclasses into PyYAML for loading/saving YAML files. This involves some extra runtime logic not available in PyYAML's stock YAMLObjectMetaClass
. In addition, I want to allow class authors to optionally specify the tag/tag-format-template that PyYAML uses to represent the class and/or the function objects to use for construction and representation. I've already figured out that I can't use a subclass of PyYAML's YAMLObjectMetaClass
to accomplish this--"because we don't have access to the actual class object in __new__
" according to my code comment--so I'm writing my own metaclass that wraps PyYAML's registration functions.
Ultimately, I want to do something along the lines of:
from myutil import MyYAMLObjectMetaClass
class MyClass(metaclass=MyYAMLObjectMetaClass):
__metaclassArgs__ = ()
__metaclassKargs__ = {"tag": "!MyClass"}
...where __metaclassArgs__
and __metaclassKargs__
would be arguments going to the __prepare__
, __new__
, and __init__
methods of MyYAMLObjectMetaClass
when the MyClass
class object is getting created.
Of course, I could use the "reserved attribute names" approach listed in the Python 2.x version of this question, but I know there is a more elegant approach available.
To create your own metaclass in Python you really just want to subclass type . A metaclass is most commonly used as a class-factory. When you create an object by calling the class, Python creates a new class (when it executes the 'class' statement) by calling the metaclass.
In order to set metaclass of a class, we use the __metaclass__ attribute. Metaclasses are used at the time the class is defined, so setting it explicitly after the class definition has no effect. The best idea I can think of is to re-define whole class and add the __metaclass__ attribute dynamically somehow.
A metaclass in Python is a class of a class that defines how a class behaves. A class is itself an instance of a metaclass. A class in Python defines how the instance of the class will behave. In order to understand metaclasses well, one needs to have prior experience working with Python classes.
__class__ is an attribute on the object that refers to the class from which the object was created. a. __class__ # Output: <class 'int'> b. __class__ # Output: <class 'float'> After simple data types, let's now understand the type function and __class__ attribute with the help of a user-defined class, Human .
After digging through Python's official documentation, I found that Python 3.x offers a native method of passing arguments to the metaclass, though not without its flaws.
Simply add additional keyword arguments to your class declaration:
class C(metaclass=MyMetaClass, myArg1=1, myArg2=2):
pass
...and they get passed into your metaclass like so:
class MyMetaClass(type):
@classmethod
def __prepare__(metacls, name, bases, **kargs):
#kargs = {"myArg1": 1, "myArg2": 2}
return super().__prepare__(name, bases, **kargs)
def __new__(metacls, name, bases, namespace, **kargs):
#kargs = {"myArg1": 1, "myArg2": 2}
return super().__new__(metacls, name, bases, namespace)
#DO NOT send "**kargs" to "type.__new__". It won't catch them and
#you'll get a "TypeError: type() takes 1 or 3 arguments" exception.
def __init__(cls, name, bases, namespace, myArg1=7, **kargs):
#myArg1 = 1 #Included as an example of capturing metaclass args as positional args.
#kargs = {"myArg2": 2}
super().__init__(name, bases, namespace)
#DO NOT send "**kargs" to "type.__init__" in Python 3.5 and older. You'll get a
#"TypeError: type.__init__() takes no keyword arguments" exception.
You have to leave kargs
out of the call to type.__new__
and type.__init__
(Python 3.5 and older; see "UPDATE" below) or will get you a TypeError
exception due to passing too many arguments. This means that--when passing in metaclass arguments in this manner--we always have to implement MyMetaClass.__new__
and MyMetaClass.__init__
to keep our custom keyword arguments from reaching the base class type.__new__
and type.__init__
methods. type.__prepare__
seems to handle the extra keyword arguments gracefully (hence why I pass them through in the example, just in case there's some functionality I don't know about that relies on **kargs
), so defining type.__prepare__
is optional.
In Python 3.6, it appears type
was adjusted and type.__init__
can now handle extra keyword arguments gracefully. You'll still need to define type.__new__
(throws TypeError: __init_subclass__() takes no keyword arguments
exception).
In Python 3, you specify a metaclass via keyword argument rather than class attribute:
class MyClass(metaclass=MyMetaClass):
pass
This statement roughly translates to:
MyClass = metaclass(name, bases, **kargs)
...where metaclass
is the value for the "metaclass" argument you passed in, name
is the string name of your class ('MyClass'
), bases
is any base classes you passed in (a zero-length tuple ()
in this case), and kargs
is any uncaptured keyword arguments (an empty dict
{}
in this case).
Breaking this down further, the statement roughly translates to:
namespace = metaclass.__prepare__(name, bases, **kargs) #`metaclass` passed implicitly since it's a class method.
MyClass = metaclass.__new__(metaclass, name, bases, namespace, **kargs)
metaclass.__init__(MyClass, name, bases, namespace, **kargs)
...where kargs
is always the dict
of uncaptured keyword arguments we passed in to the class definition.
Breaking down the example I gave above:
class C(metaclass=MyMetaClass, myArg1=1, myArg2=2):
pass
...roughly translates to:
namespace = MyMetaClass.__prepare__('C', (), myArg1=1, myArg2=2)
#namespace={'__module__': '__main__', '__qualname__': 'C'}
C = MyMetaClass.__new__(MyMetaClass, 'C', (), namespace, myArg1=1, myArg2=2)
MyMetaClass.__init__(C, 'C', (), namespace, myArg1=1, myArg2=2)
Most of this information came from Python's Documentation on "Customizing Class Creation".
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