Python Gotta go fast

fastaaaaaa.py

import random
import sysconfig
import time
from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor


class Stopwatch:
    def __init__(self):
        self.start = time.perf_counter()

    def __call__(self):
        stop = time.perf_counter()
        took = stop - self.start
        self.start = stop

        return f"{took:.3f}s"


def print_gil():
    if sysconfig.get_config_var("Py_GIL_DISABLED"):
        print("GIL is disabled")
    else:
        print("GIL is enabled")


sw = Stopwatch()

N_LOOPS = 50
N_NUMBERS = 1_000_000


def sum_random(n):
    return sum(random.random() for i in range(n))


def main():
    print_gil()

    sw()
    for i in range(N_LOOPS):
        sum_random(N_NUMBERS)
    print("SingleThreaded:", sw())
    print_gil()

    sw()
    with ThreadPoolExecutor(max_workers=8) as pool:
        for i in range(N_LOOPS):
            pool.submit(sum_random, N_NUMBERS)
    print("ThreadPoolExecutor:", sw())
    print_gil()

    sw()
    with ProcessPoolExecutor(max_workers=8) as pool:
        for i in range(N_LOOPS):
            pool.submit(sum_random, N_NUMBERS)
    print("ProcessPoolExecutor:", sw())
    print_gil()


if __name__ == "__main__":
    main()