这篇文章主要介绍使用Python实现生产者、消费者问题,文中介绍的非常详细,具有一定的参考价值,感兴趣的小伙伴们一定要看完!
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...
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