Skip to main content

Explain functools and lru_cache.

Junior Python
Quick Answer functools module for higher-order functions. lru_cache (Least Recently Used) memoizes a function - caches results keyed by arguments. @lru_cache(maxsize=128) or @cache (Python 3.9, unlimited). Perfect for recursive algorithms (fibonacci) or expensive computations called repeatedly with same inputs. partial() creates new function with pre-filled arguments. reduce() applies function cumulatively.

Answer

functools offers higher-order tools.
lru_cache caches results of expensive functions.
Improves performance for recursive or repeated calculations.
S
SugharaIQ Editorial Team Verified Answer

This answer has been peer-reviewed by industry experts holding senior engineering roles to ensure technical accuracy and relevance for modern interview standards.

Want to bookmark, take notes, or join discussions?

Sign in to access all features and personalize your learning experience.

Sign In Create Account

Source: SugharaIQ

Ready to level up? Start Practice