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  • Python之线程池

    版本一:

    #!/usr/bin/env python
    # -*- coding:utf-8 -*-
    import Queue
    import threading
     
     
    class ThreadPool(object):
     
        def __init__(self, max_num=20):
            self.queue = Queue.Queue(max_num)
            for i in xrange(max_num):
                self.queue.put(threading.Thread)
     
        def get_thread(self):
            return self.queue.get()
     
        def add_thread(self):
            self.queue.put(threading.Thread)
     
    """
    pool = ThreadPool(10)
     
    def func(arg, p):
        print arg
        import time
        time.sleep(2)
        p.add_thread()
     
     
    for i in xrange(30):
        thread = pool.get_thread()
        t = thread(target=func, args=(i, pool))
        t.start()
    """

    版本二:

    #!/usr/bin/env python
    # -*- coding:utf-8 -*-
     
    """
    custom ThreadPool
     
    How to use:
     
    pool = ThreadPool(1)
     
    def callback(status, result):
        # status, execute action status
        # result, execute action return value
     
        pass
    def action(i):
        pass
     
    for i in range(20):
        if pool.stop:
            pool.terminal()
            break
        ret = pool.run(action, (i,), callback)
     
    print 'end'
     
     
    """
     
     
    import Queue
    import threading
    import contextlib
     
    StopEvent = object()
     
     
    class ThreadPool(object):
     
        def __init__(self, max_num):
            self.q = Queue.Queue(max_num)
            self.max_num = max_num
            self.cancel = False
            self.generate_list = []
            self.free_list = []
     
        def run(self, func, args, callback=None):
            """
            线程池执行一个任务
            :param func: 任务函数
            :param args: 任务函数所需参数
            :param callback: 任务执行失败或成功后执行的回调函数,回调函数有两个参数1、任务函数执行状态;2、任务函数返回值(默认为None,即:不执行回调函数)
            :return: 如果线程池已经终止,则返回True否则None
            """
            if self.cancel:
                return True
            if len(self.free_list) == 0 and len(self.generate_list) < self.max_num:
                self.generate_thread()
            w = (func, args, callback,)
            self.q.put(w)
     
        def generate_thread(self):
            """
            创建一个线程
            """
            t = threading.Thread(target=self.call)
            t.start()
     
        def call(self):
            """
            循环去获取任务函数并执行任务函数
            """
            current_thread = threading.currentThread
            self.generate_list.append(current_thread)
     
            event = self.q.get()
            while event != StopEvent:
                func, arguments, callback = event
                try:
                    result = func(*arguments)
                    success = True
                except Exception, e:
                    success = False
                    result = None
     
                if callback is not None:
                    try:
                        callback(success, result)
                    except Exception, e:
                        pass
     
                with self.worker_state(self.free_list, current_thread):
                    event = self.q.get()
            else:
     
                self.generate_list.remove(current_thread)
     
        def terminal(self):
            """
            终止线程池中的所有线程
            """
            self.cancel = True
            full_size = len(self.generate_list)
            while full_size:
                self.q.put(StopEvent)
                full_size -= 1
     
        @contextlib.contextmanager
        def worker_state(self, state_list, worker_thread):
            """
            用于记录线程中正在等待的线程数
            """
            state_list.append(worker_thread)
            try:
                yield
            finally:
                state_list.remove(worker_thread)

    更多参见:twisted.python.threadpool

    上下文管理:https://docs.python.org/2/library/contextlib.html

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  • 原文地址:https://www.cnblogs.com/fanweibin/p/5419064.html
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