Web Reference: 1 day ago · The functools module is for higher-order functions: functions that act on or return other functions. In general, any callable object can be treated as a function for the purposes of this module. The functools module provides higher-order functions and operations on callable objects. Use it for caching, partial function application, decorators, and tools that help build function-based utilities. Jun 18, 2025 · Using the functools.lru_cache decorator allows you to implement a commonly used caching mechanism without having to implement it yourself. However, the main drawback here is that all inputs must be immutable (e.g. strings, tuples); you’re unable to you use dictionaries or lists.
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