• 线程优先级队列( Queue)


    Python的Queue模块中提供了同步的、线程安全的队列类,包括FIFO(先入先出)队列Queue,LIFO(后入先出)队列LifoQueue,和优先级队列PriorityQueue。这些队列都实现了锁原语,能够在多线程中直接使用。可以使用队列来实现线程间的同步。

    Queue模块中的常用方法:

    • Queue.qsize() 返回队列的大小
    • Queue.empty() 如果队列为空,返回True,反之False
    • Queue.full() 如果队列满了,返回True,反之False
    • Queue.full 与 maxsize 大小对应
    • Queue.get([block[, timeout]])获取队列,timeout等待时间
    • Queue.get_nowait() 相当Queue.get(False)
    • Queue.put(item) 写入队列,timeout等待时间
    • Queue.put_nowait(item) 相当Queue.put(item, False)
    • Queue.task_done() 在完成一项工作之后,Queue.task_done()函数向任务已经完成的队列发送一个信号
    • Queue.join() 实际上意味着等到队列为空,再执行别的操作
    #!/usr/bin/python
    # -*- coding: UTF-8 -*-
     
    import Queue
    import threading
    import time
     
    exitFlag = 0
     
    class myThread (threading.Thread):
        def __init__(self, threadID, name, q):
            threading.Thread.__init__(self)
            self.threadID = threadID
            self.name = name
            self.q = q
        def run(self):
            print "Starting " + self.name
            process_data(self.name, self.q)
            print "Exiting " + self.name
     
    def process_data(threadName, q):
        while not exitFlag:
            queueLock.acquire()
            if not workQueue.empty():
                data = q.get()
                queueLock.release()
                print "%s processing %s" % (threadName, data)
            else:
                queueLock.release()
            time.sleep(1)
     
    threadList = ["Thread-1", "Thread-2", "Thread-3"]
    nameList = ["One", "Two", "Three", "Four", "Five"]
    queueLock = threading.Lock()
    workQueue = Queue.Queue(10)
    threads = []
    threadID = 1
     
    # 创建新线程
    for tName in threadList:
        thread = myThread(threadID, tName, workQueue)
        thread.start()
        threads.append(thread)
        threadID += 1
     
    # 填充队列
    queueLock.acquire()
    for word in nameList:
        workQueue.put(word)
    queueLock.release()
     
    # 等待队列清空
    while not workQueue.empty():
        pass
     
    # 通知线程是时候退出
    exitFlag = 1
     
    # 等待所有线程完成
    for t in threads:
        t.join()
    print "Exiting Main Thread"

    以上程序执行结果:

    Starting Thread-1
    Starting Thread-2
    Starting Thread-3
    Thread-1 processing One
    Thread-2 processing Two
    Thread-3 processing Three
    Thread-1 processing Four
    Thread-2 processing Five
    Exiting Thread-3
    Exiting Thread-1
    Exiting Thread-2
    Exiting Main Thread
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  • 原文地址:https://www.cnblogs.com/furuihua/p/11304100.html
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