多进程多线程比较

CPU密集型进程池线程池比较

import math
from concurrent.futures import ThreadPoolExecutor, ProcessPoolExecutor
import time

PRIMES = [112272535095293] * 100


# 判断素数
def is_prime(n):
    if n < 2:
        return False
    if n == 2:
        return True
    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 single_thread():
    for number in PRIMES:
        is_prime(number)


def multi_thread():
    with ThreadPoolExecutor() as pool:
        pool.map(is_prime, PRIMES)


def multi_process():
    with ProcessPoolExecutor() as pool:
        pool.map(is_prime, PRIMES)


if __name__ == '__main__':
    start = time.time()
    single_thread()
    end = time.time()
    print("single_thread:", end-start)

    start = time.time()
    multi_thread()
    end = time.time()
    print("multi_thread:", end - start)

    start = time.time()
    multi_process()
    end = time.time()
    print("multi_process:", end - start)