AttributeError:无法pickle本地对象的计算。。使用多处理queu的函数1

Question

使用调度程序和多处理模块，我有以下代码：

def computation():
    def function1(q):
        while True:
            daydate = datetime.now()
            number = random.randrange(1, 215)
            print('Sent to function2: ({}, {})'.format(daydate, number))
            q.put((daydate, number))
            time.sleep(2)

    def function2(q):
        while True:
            date, number = q.get()
            print("Recevied values from function1: ({}, {})".format(date, number))
            time.sleep(2)

    if __name__ == "__main__":
        q = Queue()
        a = Process(target=function1, args=(q,))
        a.start()
        b = Process(target=function2, args=(q,))
        b.start()
        a.join()
        b.join()

schedule.every().monday.at("08:45").do(computation)
schedule.every().tuesday.at("08:45").do(computation)

while True:
    schedule.run_pending()
    time.sleep(1)

但是，在执行代码时会出现以下错误：

AttributeError: Can't pickle local object 'computation.. function1

以及：

OSError: [WinError 87] The parameter is incorrect

如何解决这个问题？我试图通过在模块的顶层定义一个函数来解决这个问题，如文档（https://docs.python.org/2/library/pickle.html#what-can-be-pickled-and-unpickled）中所述，但是它仍然会给出相同的错误。在

Answer 1

嵌套函数不是在顶层定义的函数，因此会出现错误。您需要将function1和function2的定义重新定位到外部 计算。在

如何编写它，您的进程将立即启动，而不是在您计划它们运行的日期。这可能符合你的意图：

import os
import time
import random
from multiprocessing import Process, Queue
from threading import Thread
from datetime import datetime
import schedule


def function1(q):
    while True:
        daydate = datetime.now()
        number = random.randrange(1, 215)
        fmt = '(pid: {}) Sent to function2: ({}, {})'
        print(fmt.format(os.getpid(), daydate, number))
        q.put((daydate, number))
        time.sleep(2)


def function2(q):
    while True:
        date, number = q.get()
        fmt = "(pid: {}) Received values from function1: ({}, {})"
        print(fmt.format(os.getpid(), date, number))
        # time.sleep(2) no need to sleep here because q.get will block until
        # new items are available


def computation():
    q = Queue()
    a = Process(target=function1, args=(q,))
    a.start()
    b = Process(target=function2, args=(q,))
    b.start()
    a.join()
    b.join()


if __name__ == "__main__":

    # We are spawning new threads as a launching platform for
    # computation. Without it, the next job couldn't start before the last
    # one has finished. If your jobs always end before the next one should 
    # start, you don't need this construct and you can just pass 
    # ...do(computation)
    schedule.every().friday.at("01:02").do(
        Thread(target=computation).start
    )
    schedule.every().friday.at("01:03").do(
        Thread(target=computation).start
    )

    while True:
        schedule.run_pending()
        time.sleep(1)

进程一旦启动就会永远运行。如果这不是你想要的，你必须考虑实现一些停止条件。在