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:
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# -*- 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()
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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...
希望本文所述对大家Python程序设计有所帮助。
原文链接:https://blog.csdn.net/shw800/article/details/46468473