import timeit from concurrent.futures import ThreadPoolExecutor from concurrent.futures import ProcessPoolExecutor import math values = [40000000, 30000000, 20000000, 10000000] PRIMES = [ 112272535095293, 112582705942171, 112272535095293, 115280095190773, 115797848077099, 112272535095293, 115280095190773, 115797848077099, 112272535095293, 115280095190773, 115797848077099, 112272535095293, 115280095190773, 115797848077099, 1099726899285419] def is_prime(n): if n % 2 == 0: return False sqrt_n = int(math.floor(math.sqrt(n))) for i in range(3, sqrt_n + 1, 2): if n % i == 0: return False return True def main(): t1 = timeit.default_timer() with ProcessPoolExecutor(max_workers=4) as executor: for number, prime in zip(PRIMES, executor.map(is_prime, PRIMES)): print('%d is prime: %s' % (number, prime)) print("{} Seconds Needed for ProcessPoolExecutor".format(timeit.default_timer() - t1)) t2 = timeit.default_timer() with ThreadPoolExecutor(max_workers=4) as executor: for number, prime in zip(PRIMES, executor.map(is_prime, PRIMES)): print('%d is prime: %s' % (number, prime)) print("{} Seconds Needed for ThreadPoolExecutor".format(timeit.default_timer() - t2)) t3 = timeit.default_timer() for number in PRIMES: isPrime = is_prime(number) print("{} is prime: {}".format(number, isPrime)) print("{} Seconds needed for single threaded execution".format(timeit.default_timer()-t3)) if __name__ == '__main__': main()