Skip to content

15_class.md

Latest commit

 

History

History
258 lines (194 loc) · 12.6 KB

15_class.md

File metadata and controls

258 lines (194 loc) · 12.6 KB

Class Creation

class 키워드를 이용하여 클래스를 정의할 때, class object가 생성되는 걸 우리는 안다. 그 과정은 instance를 생성하는 것보다 훨씬 복잡하다.

class Member:
    def __repr__(self) -> str:
        return "<'Member' object>"
    
    def __set_name__(self, cls, name):
        """
        Set Name (instance) method of the class attribute is called while creating raw class object.

        :param `self`: `Member` instance which will be a class attribute
        :param `cls`: Raw class object whose class attribute is `self`
        :param `name`: Class attribute name of `self`
        """

        print('Member.__set_name__() is called.')
        print('Member.__set_name__() is called while creating raw class object.')
        print(f'Sets class attribute {name} of the class objct {cls}')

class Type(type):
    """Mocks `type` class."""

    def __repr__(self) -> str:
        """Print name of `Type`'s instance (self)."""
        return f"<class '{self.__name__}'>"

    def __prepare__(name, bases, **kwds):
        """
        Prepare (static)method of the metaclass is called to create namespace.
        By default, `type.__prepare__(name, bases)` is called.

        :param `name`: name of the class to create
        :param `bases`: bases of the class to create
        :param `**kwds`: provided keywords of the class to create
        """

        print('Type.__prepare__() is called.')
        print('Type.__prepare__() is called before creating a class whose metaclass is `Type`.')
        print(f'Creates namespace for the class {name} with bases {bases}, kwds {kwds}.')

        namespace = type.__prepare__(name, bases, **kwds)

        print(f'Created namespace {namespace} will be used while executing the body of class {name}.', end='\n\n')

        return namespace

    def __new__(mcs, name, bases, namespace, **kwds):
        """
        New (class)method of the metaclass is called to create raw class object.
        By default, `type.__new__(mcs, name, bases, namespace, **kwds)` is called.

        :param `mcs`: metaclass, which is `Type` by default
        :param `name`: name of the class to create
        :param `bases`: bases of the class to create
        :param `namespace`: namespace used to create the class
        :param `**kwds`: provided keywords of the class to create
        """

        print('Type.__new__() is called.')
        print('Type.__new__() is called to create a class object whose metaclass is `Type`.')
        print(f'Creates class {name} of metaclass {mcs} with bases {bases}, kwds {kwds} using namespace {namespace}.')

        obj = type.__new__(mcs, name, bases, namespace, **kwds)

        print(f'Created class {obj} is an instance of `Type`.', end='\n\n')

        return obj

    def __init__(cls, name, bases, namespace, **kwds):
        """
        Init (instance) method of the metaclass is called to initialize class object.
        By default, `type.__init__(cls, name, bases, namespace, **kwds) is called.

        :param `cls`: class object to initialize
        :param `name`: name of the class to initialize
        :param `bases`: bases of the class to initialize
        :param `namespace`: namespace used while creating the class
        :param `**kwds`: provided keywords of the class on create
        """

        print('Type.__init__() is called.')
        print('Type.__init__() is called to initialize a class object whose metaclass is `Type`.')
        print(f'Initializes class object {cls} whose name is {name} with bases {bases}, kwds {kwds} using namespace {namespace}.', end='\n\n')

        type.__init__(cls, name, bases, namespace, **kwds)

    def __call__(cls, *args, **kwds):
        """
        Call (instance) method of the metaclass is called when calling class object.
        By default, `type.__call__(cls, *args, **kwds) is called, which usually creates an instance of the class.

        :param `cls`: class object that is called
        :param `*args`: positional argument provided when calling class object
        :param `**kwds`: keyword argument provided when calling class object
        """

        print('Type.__call__() is called.')
        print('Type.__call__() is called when calling class object whose metaclass is Type.')
        print('Type.__call__() is usually called to create an instance of the class.')
        print(f'Calls class object {cls} with args {args} and kwds {kwds}.')

        instance = type.__call__(cls, *args, **kwds)

        print(f'Created instance {instance}', end='\n\n')

        return instance

print('=========Create class `Parent`=========', end='\n\n')

class Parent(metaclass=Type):
    print(f"Executes body of `Parent` with namespace provided by Type.__prepare__().")

    def __repr__(self) -> str:
        return "<'Parent' object>"

    def __init_subclass__(cls, **kwds) -> None:
        """
        Init Subclass (class)method of the base class is called before calling its own init method.

        :param `cls`: class object to initialize
        :param `**kwds`: provided keywords of the class on create
        """

        print('Parent.__init_subclass__() is called.')
        print('Parent.__init_subclass__() is called to initialize a class object whose base is `Parent`.')
        print(f'Initializes class object {cls} whose base is `Parent` with kwds {kwds}')
    
    print(f"Added '__module__', '__qualname__', '__repr__' and '__init_subclass__' to the namespace.", end='\n\n')

class WrongParent:
    def __repr__(self) -> str:
        return "<'WrongParent' object>"

    def __mro_entries__(self, bases):
        """
        MRO Entries (instance) method of the base is called during MRO resolution of the class to create.

        :param `self`: `WrongParent` object included in original `bases`.
        :param `bases`: Bases of the class to create.
        """

        print('WrongParent.__mro_entries__() is called.')
        print('WrongParent.__mro_entries__() is called during MRO resolution of the class to create.')
        print(f'Resolves MRO entry of {self} among bases {bases}.')

        mro = (WrongParent,)

        print(f'Replaced {self} into {mro}.', end='\n\n')

        return mro

print('=========Create class `Class`=========', end='\n\n')

class Class(WrongParent(), Parent, member=Member()):
    print(f"Executes body of `Class` with namespace provided by Type.__prepare__().")
    x = Member()

    def __repr__(self) -> str:
        return "<'Class' object>"

    print(f"Added '__module__', '__qualname__', 'x', '__repr__' and '__orig_bases__' to the namespace.", end='\n\n')

Mechanism

  1. 클래스의 base들 중에서 type의 instance가 아닌데 __mro_entries__(self, bases) 메소드가 있는 object이 있다면 해당 object를 __mro_entries__를 호출한 결과를 unpack하여 대체한다. self는 문제가 된 object이고 bases는 주어진 클래스의 base들. __mro_entries__는 반드시 tuple을 return해야 한다.
  2. 정해진 MRO를 바탕으로 class의 (type)metaclass를 결정한다.
    1. Base가 없고 metaclass를 명시하지 않았다면 default로 type이다.
    2. type의 instance가 아닌 metaclass를 명시했다면 그대로 채용한다.
    3. 명시된 metaclass와 base들의 metaclass들 전부의 subtype인 type을 채용한다.
    4. 그런 type이 없으면 TypeError로 class를 생성에 실패한다.
  3. 위에서 정해진 metaclass의 __prepare__(name, bases, **kwds)를 호출해서 namespace를 생성한다. name은 만들 클래스의 이름, bases와 kwds는 클래스 정의(괄호 안)에 있는 것들이다. 단, kwds에서 metaclass=인 argument들은 전부 제외시킨다.
  4. 만들어진 namespace에서 class body를 실행시킨다. 그 결과, namespace에 method의 원형 함수 등 class attribute들이 추가된다.
  5. metaclass의 __new__(mcs, name, bases, namespace, **kwds)를 호출하여 클래스를 생성하고 __class__, __mro__ 등 기본적인 것들을 셋팅한다. mcs는 metaclass, name은 만들 클래스의 이름, bases와 kwds는 클래스 정의(괄호 안)의 것들, 그리고 namespace는 4의 결과이다. 이 때 하는 일은 먼저 namespace를 보고 class attribute를 setting하는데, 이 때 mapping되는 object의 __set_name__(self, cls, name)이 호출된다. self는 attribute object, cls는 class object, 그리고 name은 attribute name이다. 그 다음은 각 base들에서 __init_subclass__(cls, **kwds)를 호출한다. cls는 class object, kwds는 클래스 정의(괄호 안)에 있는 keyword argument들이다.
  6. metaclass의 __init__을 호출하여 객체를 초기화한다.

Parent Class

  1. Base가 없으므로 skip
  2. 2-3에서 Metaclass = Type으로 결정
  3. Namespace = {}
  4. Namespace = {'__repr__': ..., '__init_subclass__': ..., ...}
  5. obj = Type의 instance, whose name is Parent
=========Create class `Parent`=========

Type.__prepare__() is called.
Type.__prepare__() is called before creating a class whose metaclass is `Type`.
Creates namespace for the class Parent with bases (), kwds {}.
Created namespace {} will be used while executing the body of class Parent.

Executes body of `Parent` with namespace provided by Type.__prepare__().
Added '__module__', '__qualname__', '__repr__' and '__init_subclass__' to the namespace.

Type.__new__() is called.
Type.__new__() is called to create a class object whose metaclass is `Type`.
Creates class Parent of metaclass <class '__main__.Type'> with bases (), kwds {} using namespace {'__module__': '__main__', '__qualname__': 'Parent', '__repr__': <function Parent.__repr__ at 0x1027da7a0>, '__init_subclass__': <function Parent.__init_subclass__ at 0x1027da840>}.
Created class <class 'Parent'> is an instance of `Type`.

Type.__init__() is called.
Type.__init__() is called to initialize a class object whose metaclass is `Type`.
Initializes class object <class 'Parent'> whose name is Parent with bases (), kwds {} using namespace {'__module__': '__main__', '__qualname__': 'Parent', '__repr__': <function Parent.__repr__ at 0x1027da7a0>, '__init_subclass__': <function Parent.__init_subclass__ at 0x1027da840>}.

Class Class

  1. WrongParent() 객체는 type의 instance가 아니므로 __mro_entries__ 호출하여 WrongParent 클래스로 base가 바뀜
  2. 2-3에서 Metaclass = Type으로 결정
  3. Namespace = {member: Member object}
  4. Namespace = {member: Member object}
  5. obj = Type의 instance, whose name is Class + Member에서 __set_name__, Parent에서 __init_subclass__ 호출됨
=========Create class `Class`=========

WrongParent.__mro_entries__() is called.
WrongParent.__mro_entries__() is called during MRO resolution of the class to create.
Resolves MRO entry of <'WrongParent' object> among bases (<'WrongParent' object>, <class 'Parent'>).
Replaced <'WrongParent' object> into (<class '__main__.WrongParent'>,).

Type.__prepare__() is called.
Type.__prepare__() is called before creating a class whose metaclass is `Type`.
Creates namespace for the class Class with bases (<class '__main__.WrongParent'>, <class 'Parent'>), kwds {'member': <'Member' object>}.
Created namespace {} will be used while executing the body of class Class.

Executes body of `Class` with namespace provided by Type.__prepare__().
Added '__module__', '__qualname__', 'x', '__repr__' and '__orig_bases__' to the namespace.

Type.__new__() is called.
Type.__new__() is called to create a class object whose metaclass is `Type`.
Creates class Class of metaclass <class '__main__.Type'> with bases (<class '__main__.WrongParent'>, <class 'Parent'>), kwds {'member': <'Member' object>} using namespace {'__module__': '__main__', '__qualname__': 'Class', 'x': <'Member' object>, '__repr__': <function Class.__repr__ at 0x1027daa20>, '__orig_bases__': (<'WrongParent' object>, <class 'Parent'>)}.
Member.__set_name__() is called.
Member.__set_name__() is called while creating raw class object.
Sets class attribute x of the class objct <class 'Class'>
Parent.__init_subclass__() is called.
Parent.__init_subclass__() is called to initialize a class object whose base is `Parent`.
Initializes class object <class 'Class'> whose base is `Parent` with kwds {'member': <'Member' object>}
Created class <class 'Class'> is an instance of `Type`.

Type.__init__() is called.
Type.__init__() is called to initialize a class object whose metaclass is `Type`.
Initializes class object <class 'Class'> whose name is Class with bases (<class '__main__.WrongParent'>, <class 'Parent'>), kwds {'member': <'Member' object>} using namespace {'__module__': '__main__', '__qualname__': 'Class', 'x': <'Member' object>, '__repr__': <function Class.__repr__ at 0x1027daa20>, '__orig_bases__': (<'WrongParent' object>, <class 'Parent'>)}.