请教有关 Python 多进程 multiprocessing 中使用 Queue 产生的死锁问题 - V2EX
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mrning
V2EX    Python

请教有关 Python 多进程 multiprocessing 中使用 Queue 产生的死锁问题

  •  
  •   mrning 2021-03-26 14:44:19 +08:00 2633 次点击
    这是一个创建于 1661 天前的主题,其中的信息可能已经有所发展或是发生改变。

    想实现多进程执行某项任务( moviepy 多进程),获得返回的值( frame,numpy 数组)。 尝试过用 ApplyResult.get() 获取,不过返回的内容不能被 pickle,所以用了 queue 。 或者还有其他更好的方法么

    下面是个简单的 demo,似乎遇到了死锁,网上没有找到好的方案,求教

    import multiprocessing as mp from multiprocessing import Pool,Queue import os,time,random def worker(msg,q): t_start = time.time() print("%s Started with pid: %d"%(msg,os.getpid())) a = 2**100000000 t_stop = time.time() print(msg," Finishing with time: %0.2f"%(t_stop-t_start)) q.put(a) if __name__ == '__main__': mp.set_start_method("spawn") pool = mp.Pool(3) q=mp.Queue() for i in range(10): print(i) pool.apply_async(worker,(i,q,)) pool.close() for thread_i in range(10): result = q.get() print(result) pool.join() print("Waiting") 
    8 条回复    2021-03-26 16:00:04 +08:00
    xiaolinjia
        1
    xiaolinjia  
       2021-03-26 14:57:07 +08:00   1
    q = mp.Manager().Queue()。个人经验是当你用 apply.async 卡住没抛出异常的时候,把他改成 apply 阻塞型,看是报啥错。
    nikan999
        2
    nikan999  
       2021-03-26 14:58:42 +08:00   1
    打印错误
    Queue objects should only be shared between processes through inheritance
    参考:
    https://stackoverflow.com/questions/9908781/sharing-a-result-queue-among-several-processes
    Jblue
        3
    Jblue  
       2021-03-26 14:59:47 +08:00
    可以把返回值存起来放到 redis 之类的
    mrning
        4
    mrning  
    OP
       2021-03-26 15:09:19 +08:00
    @xiaolinjia
    @nikan999
    改了下,在 linux 下执行,能看到 print 的信息了。worker 函数执行完了,然后在 result = q.get()这里卡住了


    @Jblue
    实在不行的话...也是个办法
    mrning
        5
    mrning  
    OP
       2021-03-26 15:11:08 +08:00
    ![py11.PNG]( https://i.loli.net/2021/03/26/qp5MS1olWGixHmA.png)

    代码及执行结果
    nikan999
        6
    nikan999  
       2021-03-26 15:25:58 +08:00
    print 2**100000000
    这个数太大了导致卡在打印这一块
    mrning
        7
    mrning  
    OP
       2021-03-26 15:35:30 +08:00
    @nikan999 原来如此

    /(ㄒoㄒ)/~~
    hareandlion
        8
    hareandlion  
       2021-03-26 16:00:04 +08:00 via Android
    queue 用 mp.Manager().Queue(),输出超级大数让我机器内存无法释放……
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