Python实现的生产者、消费者问题完整实例

yipeiwu_com6年前Python基础

本文实例讲述了Python实现的生产者、消费者问题。分享给大家供大家参考,具体如下:

生产者、消费者问题,经典的线程同步问题:假设有一个缓冲池(列表),生产者往里面放东西,消费者从里面取,规则是:列表为空的时候,生产者才能放东西;列表不为空的时候,消费者才能取东西;为了简单起见,暂定缓冲池中最多只能有一个产品。这里生产者和消费者共同操作一个资源:缓冲池,因此每次操作的时候,需要给资源加锁,操作结束时,释放锁,这样才能做到资源同步。使用python实现,需要继承Thread类,获取锁对象,代码如下:

# -*- coding:utf-8 -*-
#! python2
from threading import Thread
from threading import Lock
import time,random
pro_list = []
lock = Lock()
class Producer(Thread):
  def run(self):
    global pro_list
    while True:
      i = random.randint(0, 100)
      lock.acquire()
      if len(pro_list) > 0:
        print "!--product still in list, wait consumer to get it.."
      else:
        pro_list.append(i)
        print ":::Producer put:", pro_list[0]
      lock.release()
      time.sleep(2)
class Consumer(Thread):
  def run(self):
    global pro_list
    while True:
      lock.acquire()
      if len(pro_list) == 0:
        print "!--No product now, wait producer put in..."
      else:
        print ":::Consumer fetch:", pro_list[0]
        pro_list.pop(0)
      lock.release()
      time.sleep(2)
Producer().start()
Producer().start()
Consumer().start()
Producer().start()
Producer().start()
Consumer().start()
Consumer().start()

这里使用多个生产者和消费者,共同操作缓冲池,部分执行结果如下:

:::Producer put: 78
!--product still in list, wait consumer to get it..
:::Consumer fetch: 78
:::Producer put: 99
!--product still in list, wait consumer to get it..
:::Consumer fetch: 99
!--No product now, wait producer put in...
:::Producer put: 12
:::Consumer fetch: 12
:::Producer put: 91
!--product still in list, wait consumer to get it..
!--product still in list, wait consumer to get it..
:::Consumer fetch: 91
!--No product now, wait producer put in...
:::Producer put: 63
:::Consumer fetch: 63
:::Producer put: 85
!--product still in list, wait consumer to get it..
!--product still in list, wait consumer to get it..
:::Consumer fetch: 85
!--No product now, wait producer put in...
:::Producer put: 1
:::Consumer fetch: 1
:::Producer put: 26
!--product still in list, wait consumer to get it..
!--product still in list, wait consumer to get it..
:::Consumer fetch: 26
!--No product now, wait producer put in...
:::Producer put: 8
:::Consumer fetch: 8
:::Producer put: 19
!--product still in list, wait consumer to get it..
!--product still in list, wait consumer to get it..
:::Consumer fetch: 19
!--No product now, wait producer put in...
:::Producer put: 74
!--product still in list, wait consumer to get it..
:::Consumer fetch: 74
:::Producer put: 50
!--product still in list, wait consumer to get it..
:::Consumer fetch: 50
!--No product now, wait producer put in...
:::Producer put: 97
:::Consumer fetch: 97
:::Producer put: 69
!--product still in list, wait consumer to get it..
!--product still in list, wait consumer to get it..
:::Consumer fetch: 69
!--No product now, wait producer put in...
:::Producer put: 41
!--product still in list, wait consumer to get it..
:::Consumer fetch: 41
:::Producer put: 6
!--product still in list, wait consumer to get it..
:::Consumer fetch: 6
!--No product now, wait producer put in...

更多关于Python相关内容感兴趣的读者可查看本站专题:《Python数据结构与算法教程》、《Python函数使用技巧总结》、《Python字符串操作技巧汇总》、《Python入门与进阶经典教程》及《Python数学运算技巧总结

希望本文所述对大家Python程序设计有所帮助。

相关文章

Python多层嵌套list的递归处理方法(推荐)

问题:用Python处理一个多层嵌套list ['and', 'B', ['not', 'A'],[1,2,1,[2,1],[1,1,[2,2,1]]], ['not', 'A',...

windows系统下Python环境的搭建(Aptana Studio)

windows系统下Python环境的搭建(Aptana Studio)

1、首先访问http://www.python.org/download/去下载最新的python版本。 2、安装下载包,一路next。 3、为计算机添加安装目录搭到环境变量,如图...

Ubuntu16.04安装python3.6.5步骤详解

下载python3.6.5安装包 1.   上传安装包。打开终端,利用命令cd 进入文件所在文件夹里 python@ubuntu:~/workspace$pwd...

python使用两种发邮件的方式smtp和outlook示例

smtp是直接调用163邮箱的smtp服务器,需要在163邮箱中设置一下。outlook发送就是Python直接调用win32方式。调用程序outlook直接发送邮件。 impor...

python多个模块py文件的数据共享实例

模块a.py 想用 b.py中公有数据 cnt b的python文件 #!/usr/bin/env python # coding:utf8 from wx import Cal...