Measure function speed 🏃‍♂️

measure_function_speed.py

import time
import statistics 
from typing import Callable, Any, Tuple

def time_function(func: Callable, func_input: Any, n_runs: int) -> Tuple[float]:
    times = []
    for _ in range(n_runs):
        start = time.perf_counter()
        func(func_input)
        times.append(time.perf_counter() - start)
    std = statistics.stdev(times)
    mean = statistics.mean(times)
    return mean, std