How does the @property decorator work in Python?

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闹比i
闹比i 2020-11-21 04:49

I would like to understand how the built-in function property works. What confuses me is that property can also be used as a decorator, but it only

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  •  忘掉有多难
    2020-11-21 05:29

    The property() function returns a special descriptor object:

    >>> property()
    
    

    It is this object that has extra methods:

    >>> property().getter
    
    >>> property().setter
    
    >>> property().deleter
    
    

    These act as decorators too. They return a new property object:

    >>> property().getter(None)
    
    

    that is a copy of the old object, but with one of the functions replaced.

    Remember, that the @decorator syntax is just syntactic sugar; the syntax:

    @property
    def foo(self): return self._foo
    

    really means the same thing as

    def foo(self): return self._foo
    foo = property(foo)
    

    so foo the function is replaced by property(foo), which we saw above is a special object. Then when you use @foo.setter(), what you are doing is call that property().setter method I showed you above, which returns a new copy of the property, but this time with the setter function replaced with the decorated method.

    The following sequence also creates a full-on property, by using those decorator methods.

    First we create some functions and a property object with just a getter:

    >>> def getter(self): print('Get!')
    ... 
    >>> def setter(self, value): print('Set to {!r}!'.format(value))
    ... 
    >>> def deleter(self): print('Delete!')
    ... 
    >>> prop = property(getter)
    >>> prop.fget is getter
    True
    >>> prop.fset is None
    True
    >>> prop.fdel is None
    True
    

    Next we use the .setter() method to add a setter:

    >>> prop = prop.setter(setter)
    >>> prop.fget is getter
    True
    >>> prop.fset is setter
    True
    >>> prop.fdel is None
    True
    

    Last we add a deleter with the .deleter() method:

    >>> prop = prop.deleter(deleter)
    >>> prop.fget is getter
    True
    >>> prop.fset is setter
    True
    >>> prop.fdel is deleter
    True
    

    Last but not least, the property object acts as a descriptor object, so it has .__get__(), .__set__() and .__delete__() methods to hook into instance attribute getting, setting and deleting:

    >>> class Foo: pass
    ... 
    >>> prop.__get__(Foo(), Foo)
    Get!
    >>> prop.__set__(Foo(), 'bar')
    Set to 'bar'!
    >>> prop.__delete__(Foo())
    Delete!
    

    The Descriptor Howto includes a pure Python sample implementation of the property() type:

    class Property:
        "Emulate PyProperty_Type() in Objects/descrobject.c"
    
        def __init__(self, fget=None, fset=None, fdel=None, doc=None):
            self.fget = fget
            self.fset = fset
            self.fdel = fdel
            if doc is None and fget is not None:
                doc = fget.__doc__
            self.__doc__ = doc
    
        def __get__(self, obj, objtype=None):
            if obj is None:
                return self
            if self.fget is None:
                raise AttributeError("unreadable attribute")
            return self.fget(obj)
    
        def __set__(self, obj, value):
            if self.fset is None:
                raise AttributeError("can't set attribute")
            self.fset(obj, value)
    
        def __delete__(self, obj):
            if self.fdel is None:
                raise AttributeError("can't delete attribute")
            self.fdel(obj)
    
        def getter(self, fget):
            return type(self)(fget, self.fset, self.fdel, self.__doc__)
    
        def setter(self, fset):
            return type(self)(self.fget, fset, self.fdel, self.__doc__)
    
        def deleter(self, fdel):
            return type(self)(self.fget, self.fset, fdel, self.__doc__)
    

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