Web Reference: Apr 3, 2026 · Learn how to use slots in Python to reduce memory usage and speed up your code. This guide covers implementation, inheritance, and real-world USA examples. The special attribute __slots__allows you to explicitly state which instance attributes you expect your object instances to have, with the expected results: 1. fasterattribute access. 2. space savingsin memory. The space savings is from 1. Storing value references in slots instead of __dict__. 2. Denying __dict__ and __weakref__ creation if parent ... The short answer is slots are more efficient in terms of memory space and speed of access, and a bit safer than the default Python method of data access. By default, when Python creates a new instance of a class, it creates a __dict__ attribute for the class.
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