Daily Python Snippet 4

Function Caching

You can use the lru_cache decorator to memoize the return value of a function given its arguments. This is useful for computationally expensive and/or IO bound functions:

from functools import lru_cache  # since python 3.2

@lru_cache(maxsize=None)  # cache all values
def fibonacci(n: int) -> int:
    if n < 2:
        return 1
    return fibonacci(n - 1) + fibonacci(n - 2)