自定义线程池
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