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What is __slots__ in Python?

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Answer from AI

__slots__ in Python is a mechanism that allows you to restrict the set of attributes that instances of a class can have, thereby saving memory.

By default, each object has a __dict__ dictionary where all attributes are stored. This is convenient but consumes additional memory. If you declare __slots__ in a class, Python does not create a __dict__ for instances but allocates a fixed set of attributes.

Example:

class Point:
    __slots__ = ('x', 'y')

    def __init__(self, x, y):
        self.x = x
        self.y = y

p = Point(1, 2)
print(p.x, p.y)  # 1 2

# p.z = 3  # will raise AttributeError because 'z' is not in __slots__

Using __slots__ is useful when creating many objects of the same class and memory optimization is important. However, it restricts the dynamic addition of new attributes.