Python之路【第七篇续】:I/O多路复用

回顾原生Socket

一、Socket起源:

socket起源于Unix,而Unix/Linux基本哲学之一就是“一切皆文件”,对于文件用【打开】【读写】【关闭】模式来操作。

socket就是该模式的一个实现,socket即是一种特殊的文件,一些socket函数就是对其进行的操作(读/写IO、打开、关闭)

“他是所有WEB服务器的祖宗”

pupepet、ansible、他们也可以通过输入命令然后返回结果这个也是基于Socket来实现的。

二、socket和file的区别
    file模块是针对某个指定文件进行【打开】【读写】【关闭】
    socket模块是针对 服务器端 和 客户端Socket 进行【打开】【读写】【关闭】

三、原生Socket增强:

上一篇《初识socket》:server端他们仅能处理一个请求在有连接过来的时候,如果第一个请求在和服务器连接中,那么第二个只能等待第一个断开后第二个才能连接
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*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" alt="" />

过程:

第一请求发发了一个操作,server端返回了,那么现在两头等在等待这输入。

那么这段时间第二个请求还在等待!现在服务端是不是在空闲着呢?他只占着I/O资源,CPU是不是空闲着呢?他阻塞着后面的请求无法进来。

不急继续往下看!

网络IO模型:阻塞IO和非阻塞IO|同步IO和异步IO

介绍:

网络I/O模型讨论的背景是Linux环境下的network IO。本文最重要的参考文献是Richard Stevens的“UNIX? Network Programming Volume 1, Third Edition: The Sockets Networking ”,6.2节“I/O Models ”,Stevens在这节中详细说明了各种IO的特点和区别,如果英文够好的话,推荐直接阅读。Stevens的文风是有名的深入浅出,所以不用担心看不 懂。

一、什么是I/O

1、先了解什么是I/O:I/O(input/output),即输入/输出端口。每个设备都会有一个专用的I/O地址,用来处理自己的输入输出信息。

2、I/O model:阻塞:blocking IO、非阻塞:non-blocking IO、同步:synchronous  IO  、 异步:asynchronous IO 之间的区别

3、IO发生时涉及的对象和步骤:以输入操作的socket为例:第一步:首先等待网络数据到达,当数据接收就会复制到内核缓冲区中,第二步:复制从内核缓冲区到应用缓冲区

  1. 等待数据准备 (Waiting for the data to be ready)
  2. 将数据从内核拷贝到进程中(Copying the data from the kernel to the process)  记住这两点很重要,因为这些IO模型的区别就是在两个阶段上各有不同的情况。

二、Blocking I/O Model
默认情况下所有的Socket是阻塞(分享例子----分享完后需要删除本括号内容),看下面的图例:

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" alt="" />

当用户进程调用了recvfrom这个系统调用,kernel就开始了IO的第一个阶段:准备数据。对于network io来说,很多时候数据在一开始还没有到达(比如没有收到一个完整的TCP/UDP包),这个时候kernel就要等待足够的数据到来。而在用户进程这边,整个进程会被阻塞。当kernel一直等到数据准备好了,它就会将数据从kernel中拷贝到用户内存,然后kernel返回结果,用户进程才解除 block的状态,重新运行起来。

所以阻塞:blocking IO的特点是I/O执行时的两个操作(等待数据准备 (Waiting for the data to be ready)、将数据从内核拷贝到进程中(Copying the data from the kernel to the process))都是阻塞的。

python socket中:accept()  recv() 是阻塞的

所以,所谓阻塞型接口是指系统调用(一般是IO接口)如果不返回结果就一直阻塞,就是socket经常说的,有发就有收收发必相等如果两边都在同时收,是不是阻塞着后面的代码就无法执行?

那既然原生的Socket是阻塞的,那有什么办法来解决呢?

使用多线程(或多进程)、多线程(或多进程)的目的是让每个连接都拥有独立的线程(或进程),这样任何一个连接的阻塞都不会影响其他的连接。

我们假设对上述的服务器 / 客户机模型,提出更高的要求,即让服务器同时为多个客户机提供一问一答的服务。于是有了如下的模型。

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*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" alt="" />

在上述的线程 / 时间图例中,主线程持续等待客户端的连接请求,如果有连接,则创建新线程,并在新线程中提供为前例同样的问答服务。

很多初学者可能不明白为何一个socket可以accept多次。实际上socket的设计者可能特意为多客户机的情况留下了伏笔,让accept()能够返回一个新的socket。

执行完bind()和listen()后,操作系统已经开始在指定的端口处监听所有的连接请求,如果有请求,则将该连接请求加入请求队列。

调用accept()接口正是从的请求队列抽取第一个连接信息,创建一个新的socket返回句柄。新的socket句柄即是后续read()和recv()的输入参数。如果请求队列当前没有请求,则accept()将进入阻塞状态直到有请求进入队列。

上述多线程的服务器模型似乎完美的解决了为多个客户机提供问答服务的要求,但其实并不尽然。如果要同时响应成百上千路的连接请求,则无论多线程还是多进程都会严重占据系统资源,降低系统对外界响应效率,而线程与进程本身也更容易进入假死状态。

很多程序员可能会考虑使用“线程池”或“连接池”。“线程池”旨在减少创建和销毁线程的频率,其维持一定合理数量的线程,并让空闲的线程重新承担新的执行任务。“连接池”维持连接的缓存池,尽量重用已有的连接、减少创建和关闭连接的频率。

这两种技术都可以很好的降低系统开销,都被广泛应用很多大型系统,如websphere、tomcat和各种数据库等。但是,“线程池”和“连接池”技术也只是在一定程度上缓解了频繁调用IO接口带来的资源占用。而且,所谓“池”始终有其上限,当请求大大超过上限时,“池”构成的系统对外界的响应并不比没有池的时候效果好多少。所以使用“池”必须考虑其面临的响应规模,并根据响应规模调整“池”的大小。
对应上例中的所面临的可能同时出现的上千甚至上万次的客户端请求,“线程池”或“连接池”或许可以缓解部分压力,但是不能解决所有问题。总之,多线程模型可以方便高效的解决小规模的服务请求,但面对大规模的服务请求,多线程模型也会遇到瓶颈,可以用非阻塞接口来尝试解决这个问题。

三、非阻塞:non-blocking IO

(分享例子----分享完后需要删除本括号内容)

#!/usr/bin/env python
#-*- coding:utf-8 -*- import time
import socket
#创建socket对象
sk = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk.setsockopt
#设置监听的IP与端口
sk.bind(('127.0.0.1',6666))
#设置client最大等待连接数
sk.listen(5)
sk.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错 while True: #循环
try:
print 'waiting client connection .......'
#connection代表客户端对象,address是客户端的IP
connection,address = sk.accept()
#等待接收客户端信息
client_messge = connection.recv(1024)
#打印客户端信息
print address
#发送回执信息给client 收发必须相同
connection.sendall('hello Client this server')
connection.send()
#关闭和client的连接
connection.close()
except Exception as e:
print e
time.sleep(4)

sk.setblocking(False)

看上面的代码,我修改了setblocking的值,那么现在accept()将不再阻塞。所以他类似下面的图:

aaarticlea/png;base64,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" alt="" />

EWOULDBLOCK 意思是说:该操作可能会被阻塞。E是error,WOULD BLOCK是可能会被阻塞的意思。

从图中可以看出,当用户进程发出read操作时,如果kernel中的数据还没有准备好,那么它并不会block用户进程,而是立刻返回一个error。从 用户进程角度讲 ,它发起一个read操作后,并不需要等待,而是马上就得到了一个结果。用户进程判断结果是一个error时,它就知道数据还没有准备好,于是它可以再次 发送read操作。一旦kernel中的数据准备好了,并且又再次收到了用户进程的system call,那么它马上就将数据拷贝到了用户内存,然后返回。
    所以,在非阻塞式IO中,用户进程其实是需要不断的主动询问kernel数据准备好了没有。

非阻塞的接口相比于阻塞型接口的显著差异在于,在被调用之后立即返回。python中的  sk.setblocking(False)   accept() 将不会阻塞

四、多路复用IO(IO multiplexing)

IO multiplexing这个词可能有点陌生,但是如果我说select/epoll,大概就都能明白了。有些地方也称这种IO方式为事件驱动IO(event driven IO)。我们都知道,select/epoll的好处就在于单个process就可以同时处理多个网络连接的IO。它的基本原理就是select /epoll这个function会不断的轮询所负责的所有socket,当某个socket有数据到达了,就通知用户进程。就通知用户进程。它的流程如图:

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" alt="" />

I/O多路复用指:通过一种机制,可以监视多个描述符,监听的描述符发生了改变,可读了或者可写了,一旦他发生了改变,那我就可以得到一个回调信息或者我主动的去,去知道系统
发生变化了!
 
Python中有一个select模块,其中提供了:select、poll、epoll三个方法,分别调用系统的 select,poll,epoll 从而实现IO多路复用。
根据系统不同:他支持的也不同
Windows Python:
提供: select
Mac Python:
提供: select
Linux Python:
提供: select、poll、epoll

注意:网络操作、文件操作、终端操作等均属于IO操作,对于windows只支持Socket操作,其他系统支持其他IO操作,但是无法检测 普通文件操作 自动上次读取是否已经变化。

普通文件操作所有系统都是完成不了的,普通文件是属于I/O操作!但是对于python来说文件变更python是监控不了的,所以我们能用的只有是“终端的输入输出,Socket的输入输出”

对于Select:

句柄列表11, 句柄列表22, 句柄列表33 = select.select(句柄序列1, 句柄序列2, 句柄序列3, 超时时间)

参数: 可接受四个参数(前三个必须)
返回值:三个列表 select方法用来监视文件句柄,如果句柄发生变化,则获取该句柄。
1、当 参数1 序列中的句柄发生可读时(accetp和read),则获取发生变化的句柄并添加到 返回值1 序列中
2、当 参数2 序列中含有句柄时,则将该序列中所有的句柄添加到 返回值2 序列中
3、当 参数3 序列中的句柄发生错误时,则将该发生错误的句柄添加到 返回值3 序列中
4、当 超时时间 未设置,则select会一直阻塞,直到监听的句柄发生变化
5、当 超时时间 = 1时,那么如果监听的句柄均无任何变化,则select会阻塞 1 秒,之后返回三个空列表,如果监听的句柄有变化,则直接执行。

利用select监听终端操作实例

#!/usr/bin/env python
# -*- coding:utf-8 -*- import select
import sys while True:
readable, writeable, error = select.select([sys.stdin,],[],[],1)
'''select.select([sys.stdin,],[],[],1)用到I/O多路复用,第一个参数是列表,我放进去的是stdin就是我输入进去东西的描述符,
相当于打开一个文件,和obj = socket(),类似的文件描述符,
sys.stdin 他只是一个特殊的文件描述符= 终端的输入,一旦你输入OK select I/O多路复用他就感知到了。
先看readable这个参数,其他的县不用看一旦你发生了我就他他发到readable里了,
这里添加的就是修改的那个文件描述符,如果你一直没有修改过,那么readable他就是一个空的列表
'''
if sys.stdin in readable:
print 'select get stdin',sys.stdin.readline() '''
注:
1、[sys.stdin,] 以后不管是列表还是元组在最后的元素后面建议增加一个逗号,那元组举例(1,) | (1) 这两个有区别吗?是不是第二个
更像方法的调用或者函数的调用,加个,是不是更容易分清楚。还有就是在以后写django的配置文件的时候,他是必须要加的。写作习惯
2、select第一个参数他就是监听多个文件句柄,当谁改变了我是不是就可以监听到!
3、select参数里1是超时时间,当到slect那一行后,如果这里还是没有输入,那么我就继续走!
''' '''
when runing the program get error :
Traceback (most recent call last):
File "E:/study/GitHub/homework/tianshuai/share_3_select_socket.py", line 8, in <module>
readable, writeable, error = select.select([sys.stdin,],[],[],1)
select.error: (10093, 'Either the application has not called WSAStartup, or WSAStartup failed') when windows only use select socket !!!!!
'''

frist select stdin

利用select监听终端操作实例

#/usr/bin/env python
#-*- coding:utf-8 -*-
import time
import socket
import select
#创建socket对象
sk = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk.setsockopt
#设置监听的IP与端口
sk.bind(('127.0.0.1',6666))
#设置client最大等待连接数
sk.listen(5)
sk.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错
while True:
readable_list, writeable_list, error_list = select.select([sk,],[],[],2) #监听第一个列表的文件描述符,如果里面有文件描述符发生改变既能捕获并放到readable_list中
for r in readable_list: #如果是空列表将不执行,如果是空列表。将执行。
conn,addr = r.accept()
print addr

select socket

执行程序并打开IE输入地址:127.0.0.1:6666

('127.0.0.1', 53606)

利用select监听多端口操作实例

#/usr/bin/env python
#-*- coding:utf-8 -*-
import time
import socket
import select
#创建socket对象
sk = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk.setsockopt
#设置监听的IP与端口
sk.bind(('127.0.0.1',6666))
#设置client最大等待连接数
sk.listen(5)
sk.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错 sk1 = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk1.setsockopt
#设置监听的IP与端口
sk1.bind(('127.0.0.1',7777))
#设置client最大等待连接数
sk1.listen(5)
sk1.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错 while True:
readable_list, writeable_list, error_list = select.select([sk,sk1,],[],[],2) #监听第一个列表的文件描述符,如果里面有文件描述符发生改变既能捕获并放到readable_list中
for r in readable_list: #如果是空列表将不执行,如果是空列表。将执行。
conn,address = r.accept()
print address

select socket mulit port

('127.0.0.1', 53809)
('127.0.0.1', 53811)

利用select模拟伪Socket Server操作实例

#/usr/bin/env python
#-*- coding:utf-8 -*-
import time
import socket
import select
#创建socket对象
sk = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk.setsockopt
#设置监听的IP与端口
sk.bind(('127.0.0.1',6666))
#设置client最大等待连接数
sk.listen(5)
sk.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错
inputs = [sk,] #将sk这个对象加入到列表中,并且赋值给inputs
#原因:看上例conn是客户端对象,客户是一直连接着呢,连接的时候状态变了,连接上之后,连接上之后,还是服务端的socket 有关吗?
#是不是的把他改为动态的? while True:
readable_list, writeable_list, error_list = select.select(inputs,[],[],1) #把第一个参数设为列表动态的添加
time.sleep(2) #测试使用
print "inputs list :",inputs #打印inputs列表,查看执行变化
print "file descriptor :",readable_list #打印readable_list ,查看执行变化 for r in readable_list:
if r == sk: #这里判断,如果是客户端连接过来的话他不是sk,如果是服务端的socket连接过来的话是sk
conn,address = r.accept()
inputs.append(conn)
print address
else:
#如果是客户端,接受和返回数据
client_data = r.recv(1024)
r.sendall(client_data)

select socket server - server

#!/usr/bin/env python
#-*- coding:utf-8 -*- import socket client = socket.socket()
client.connect(('127.0.0.1',6666))
client.settimeout(5) while True:
client_input = raw_input('please input message:').strip()
client.sendall(client_input)
server_data = client.recv(1024)
print server_data

select socket server - client

交互过程:

#1  默认,sk这个对象文件句柄就在inputs列表中select监听客户端的请求,当有客户端请求过来 client1 ---> server
#用户捕获了变化readable_list = [sk,] 那么循环是有值得,判断r = sk 说明是一个新的请求链接,然后把client链接加入到inputs里 inputs = [sk,conn1,]
#如果现在什么都不做,那么select无法捕获到变化:readable_list = []
#执行看下:
inputs list : [<socket._socketobject object at 0x0000000002C66798>] #默认inputs list 就有一个server socket sk 对象
file descriptor : [<socket._socketobject object at 0x0000000002C66798>] #当有客户端请求过来时候,sk发生了变化,select捕获到了
('127.0.0.1', 62495)
inputs list : [<socket._socketobject object at 0x0000000002C66798>, <socket._socketobject object at 0x0000000002C66800>] #第二次循环的时候,inputs = [sk,conn1,]
file descriptor : [] #第二次循环的时候readable_list = [] 因为客户端没有做任何操作,没有捕获到变化所以为空 #2 又有一个新的链接过来了,谁变化了? sk 他变化了,有人向他发起了一个请求链接,那么现在inputs = [sk,conn1,conn2] readable_list = [sk]
#本次循环完成之后再循环的时候 inputs = [sk,conn1,conn2,] readable_list = [] 因为我们没有继续做操作 #第一个链接
inputs list : [<socket._socketobject object at 0x0000000002C56798>] #默认只有一个对象
file descriptor : []
inputs list : [<socket._socketobject object at 0x0000000002C56798>]
file descriptor : [<socket._socketobject object at 0x0000000002C56798>] #当捕获到,判断是否是新链接,如果是加入到inputs列表中监控
('127.0.0.1', 62539)
inputs list : [<socket._socketobject object at 0x0000000002C56798>, <socket._socketobject object at 0x0000000002C56800>] #inputs列表变更为了[sk,conn1]
file descriptor : [] #因为没有后续的操作,这里没有捕获到异常所以列表为空 #第二个链接
inputs list : [<socket._socketobject object at 0x0000000002C56798>, <socket._socketobject object at 0x0000000002C56800>] #第一个链接没有做任何操作
file descriptor : [<socket._socketobject object at 0x0000000002C56798>] #第二个链接过来了被捕获到,判断是否为新链接
('127.0.0.1', 62548)
inputs list : [<socket._socketobject object at 0x0000000002C56798>, <socket._socketobject object at 0x0000000002C56800>, <socket._socketobject object at 0x0000000002C56868>] #加入到inputs列表中
file descriptor : []
inputs list : [<socket._socketobject object at 0x0000000002C56798>, <socket._socketobject object at 0x0000000002C56800>, <socket._socketobject object at 0x0000000002C56868>]
file descriptor : []
inputs list : [<socket._socketobject object at 0x0000000002C56798>, <socket._socketobject object at 0x0000000002C56800>, <socket._socketobject object at 0x0000000002C56868>]
file descriptor : []

优化:当client端退出后,在inputs列表中移除对象!

#/usr/bin/env python
#-*- coding:utf-8 -*-
import time
import socket
import select
#创建socket对象
sk = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sk.setsockopt
#设置监听的IP与端口
sk.bind(('127.0.0.1',6666))
#设置client最大等待连接数
sk.listen(5)
sk.setblocking(False) #这里设置setblocking为Falseaccept将不在阻塞,但是如果没有收到请求就会报错
inputs = [sk,] #将sk这个对象加入到列表中,并且赋值给inputs
#原因:看上例conn是客户端对象,客户是一直连接着呢,连接的时候状态变了,连接上之后,连接上之后,还是服务端的socket 有关吗?
#是不是的把他改为动态的? while True:
readable_list, writeable_list, error_list = select.select(inputs,[],[],1) #把第一个参数设为列表动态的添加
time.sleep(2) #测试使用
print "inputs list :",inputs #打印inputs列表,查看执行变化
print "file descriptor :",readable_list #打印readable_list ,查看执行变化 for r in readable_list:
if r == sk: #这里判断,如果是客户端连接过来的话他不是sk,如果是服务端的socket连接过来的话是sk
conn,address = r.accept()
inputs.append(conn)
print address
else:
#如果是客户端,接受和返回数据
client_data = r.recv(1024)
if client_data:
r.sendall(client_data)
else:
inputs.remove(r)#如果没有收到客户端端数据,则移除客户端句柄 因为,不管是正常关闭还是异常关闭,client端的系统底层都会发送一个消息

select socket server - server release client-connect

通过I/O多路复用让socket实现了处理多个客户端的方法,参数注解:

#第一个参数,监听的句柄序列,当有变动的时候就能捕获到把值赋值给readable_list
#如果第二参数有参数,即只要不是空列表,select就能感知,然后writeabled_list就能获取值
#第三个参数监听描述符,select内部,检测列表里面的描述符在底层操作的时候有没有异常,如果异常了他也当成一个变化,把这个赋值给error_list 一般第三个参数和第一个参数相同
#第四个参数,阻塞时间,如 1秒(这个如果不写,select会阻塞住,直到监听的描述符发生变化才继续往下执行)
readable_list, writeable_list, error_list = select.select(inputs,[],[],1)

对于I/O多路复用,咱们上面的例子就可以了,但是为了遵循select规范需要把读和写进行分离:

#rlist -- wait until ready for reading  #等待直到有读的操作
#wlist -- wait until ready for writing #等待直到有写的操作
#xlist -- wait for an ``exceptional condition'' #等待一个错误的情况

读和写他共享接收的数据,仅仅靠变量是完成不了的,还的需要借助外界的字典,字典里为每一个客户度维护了一个队列。收到的信息都放到队列了,然后返回的时候直接从队列里拿就可以了

Queue 队列

队列的特点:

1、队列是先进先出,栈是相反的,后进先出
2、队列是线程安全的
import Queue

q = Queue.Queue() #调用队列生成对象
q.put(1) #存放第一个值到队列
q.put(2) #存放第二个值到队列 print 'get frist one:',q.get() #获取队列的第一个值
print 'get second on:',q.get() #获取队列的第二个值

先进先出原则第一次存放的是1,第二次存放的是2,那么我们在获取值得时候,第一次获取的就是1,第二次就是2

看下面的例子如果队列里没有值怎么办?他会等待直到有数据为止:

q = Queue.Queue() #调用队列生成对象

q.put(1)  #存放第一个值到队列
q.put(2) #存放第二个值到队列 a = q.get() #获取队列的第一个值
print 'get frist one:%s' % a
b = q.get() #获取队列的第二个值
print 'get second one:%s' % b
c = q.get()#获取队列的第三个值
print 'get third one:%s' % c #结果:
'''
get frist one:1
get second one:2
#这里一直在等待着值进来~
'''

如果不想让他等待,不管是否队列里都取数据,可以使用get_nowait,但是如果队列中没有数据就会报错!

q = Queue.Queue() #调用队列生成对象

q.put(1)  #存放第一个值到队列
q.put(2) #存放第二个值到队列 a = q.get() #获取队列的第一个值
print 'get frist one:%s' % a
b = q.get() #获取队列的第二个值
print 'get second one:%s' % b
c = q.get_nowait()#获取队列的第三个值 ,使用:get_nowait()
print 'get third one:%s' % c

如果队列为空的时候可以通过异常处理进行捕获:

q = Queue.Queue() #调用队列生成对象
try:
q.get_nowait()
except Queue.Empty as f:
print 'The Queue is empty!'

同样的如果队列长度为2,如果队列满了之后,同样他也是等待,直到有位置才会继续如下代码:

q = Queue.Queue(2) #调用队列生成对象

q.put(1)  #存放第一个值到队列
print 'put value 1 done'
q.put(2) #存放第二个值到队列
print 'put vlaue 2 done'
q.put(3) #存放第三个值到队列
print 'put value 3 done' #结果:
'''
put value 1 done
put vlaue 2 done
#这里会一直等待~
'''

同样如果存放数值的时候如果不想让他等待,使用put_nowait()但是队列无法存放后会报错!

q = Queue.Queue(2) #调用队列生成对象

q.put(1)  #存放第一个值到队列
print 'put value 1 done'
q.put(2) #存放第二个值到队列
print 'put vlaue 2 done'
q.put_nowait(3) #存放第三个值到队列,如果使用put_nowait()队列无法存放后会报错!
print 'put value 3 done'
#结果:
'''
put value 1 done
put vlaue 2 done
#这里会一直等待~

利用select模拟伪Socket Server操作实例并把读/写进行分离

#!/usr/bin/env python
#-*- coding:utf-8 -*-
__author__ = 'luo_t'
import select
import socket
import Queue
import time sk = socket.socket()
sk.bind(('127.0.0.1',6666))
sk.listen(5)
sk.setblocking(False) #定义非阻塞
inputs = [sk,] #定义一个列表,select第一个参数监听句柄序列,当有变动是,捕获并把socket server加入到句柄序列中
outputs = [] #定义一个列表,select第二个参数监听句柄序列,当有值时就捕获,并加入到句柄序列
message = {}
#message的样板信息
#message = {
# 'c1':队列,[这里存放着用户C1发过来的消息]例如:[message1,message2]
# 'c2':队列,[这里存放着用户C2发过来的消息]例如:[message1,message2]
#} while True:
readable_list, writeable_list, error_list = select.select(inputs,outputs,[],1)
#文件描述符可读 readable_list 只有第一个参数变化时候才捕获,并赋值给readable_list
#文件描述符可写 writeable_list 只要有值,第二个参数就捕获并赋值给writeable_list
#time.sleep(2)
print 'inputs:',inputs
print 'output:'
print 'readable_list:',readable_list
print 'writeable_list:',writeable_list
print 'message',message
for r in readable_list: #当readable_list有值得时候循环
if r == sk: #判断是否为链接请求变化的是否是socket server
conn,addr = r.accept() #获取请求
inputs.append(conn) #把客户端对象(句柄)加入到inputs里
message[conn] = Queue.Queue() #并在字典里为这个客户端连接建立一个消息队列
else:
client_data = r.recv(1024) #如果请求的不是sk是客户端接收消息
if client_data:#如果有数据
outputs.append(r)#把用户加入到outpus里触发select第二个参数
message[r].put(client_data)#在指定队列中插入数据
else:
inputs.remove(r)#没有数据,删除监听链接
del message[r] #当数据为空的时候删除队列~~
for w in writeable_list:#如果第二个参数有数据
try:
data = message[w].get_nowait()#去指定队列取数据 并且不阻塞
w.sendall(data) #返回请求输入给client端
except Queue.Empty:#反之触发异常
pass
outputs.remove(w) #因为第二个参数有值得时候就触发捕获值,所以使用完之后需要移除它
#del message[r]
print '%s' %('-' * 40)

select socket server - server read | write separation

使用select() 的事件驱动模型只用单线程(进程)执行,占用资源少,不消耗太多 CPU,同时能够为多客户端提供服务。如果试图建立一个简单的事件驱动的服务器程序,这个模型有一定的参考价值。
但这个模型依旧有着很多问题。首先select()接口并不是实现“事件驱动”的最好选择。因为当需要探测的句柄值较大时,select()接口本身需要消耗大量时间去轮询各个句柄。
多操作系统提供了更为高效的接口,如linux提供了epoll,BSD提供了queue,Solaris提供了/dev/poll,…。如果需要实现
更高效的服务器程序,类似epoll这样的接口更被推荐。遗憾的是不同的操作系统特供的epoll接口有很大差异,所以使用类似于epoll的接口实现具
有较好跨平台能力的服务器会比较困难。
    其次,该模型将事件探测和事件响应夹杂在一起,一旦事件响应的执行体庞大,则对整个模型是灾难性的。如下例,庞大的执行体1的将直接导致响应事件2的执行体迟迟得不到执行,并在很大程度上降低了事件探测的及时性。

Python之路【第七篇续】:I/O多路复用

 五、异步I/O(asynchronous IO)

用户进程发起read操作之后,立刻就可以开始去做其它的事。而另一方面,从kernel的角度,当它受到一个asynchronous read之后,首先它会立刻返回,所以不会对用户进程产生任何block。然后,kernel会等待数据准备完成,然后将数据拷贝到用户内存,当这一切都 完成之后,kernel会给用户进程发送一个signal,告诉它read操作完成了。

用异步IO实现的服务器这里就不举例了,以后有时间另开文章来讲述。异步IO是真正非阻塞的,它不会对请求进程产生任何的阻塞,因此对高并发的网络服务器实现至关重要。

到目前为止,已经将四个IO模型都介绍完了。现在回过头来看下面的问题:

1、blocking和non-blocking的区别在哪?

2、synchronous IO和asynchronous IO的区别在哪?

回答:

1、blocking和non-blocking的区别在哪?

blocking与non-blocking。前面的介绍中其实已经很明确的说明了这两者的区别。调用blocking IO会一直block住对应的进程直到操作完成,而non-blocking IO在kernel还在准备数据的情况下会立刻返回。

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" 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" 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2、synchronous IO和asynchronous IO的区别在哪?

在说明synchronous IO和asynchronous IO的区别之前,需要先给出两者的定义。Stevens给出的定义(其实是POSIX的定义)是这样子的:

  • A synchronous I/O operation causes the requesting process to be blocked until that I/O operation completes;
  • An asynchronous I/O operation does not cause the requesting process to be blocked;

两者的区别就在于synchronous IO做”IO operation”的时候会将process阻塞。按照这个定义,之前所述的blocking IO,non-blocking IO,IO multiplexing都属于synchronous IO。有人可能会说,non-blocking IO并没有被block啊。这里有个非常“狡猾”的地方,定义中所指的”IO operation”是指真实的IO操作,就是例子中的recvfrom这个系统调用。

non-blocking IO在执行recvfrom这个系统调用的时候,如果kernel的数据没有准备好,这时候不会block进程。但是当kernel中数据准备好的时 候,recvfrom会将数据从kernel拷贝到用户内存中,这个时候进程是被block了,在这段时间内进程是被block的。

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" alt="" />

而asynchronous IO则不一样,当进程发起IO操作之后,就直接返回再也不理睬了,直到kernel发送一个信号,告诉进程说IO完成。在这整个过程中,进程完全没有被block。

六、I/O多路复用的应用场景

#(1)当客户处理多个描述字时(一般是交互式输入和网络套接口),必须使用I/O复用。
#(2)当一个客户同时处理多个套接口时,而这种情况是可能的,但很少出现。
#(3)如果一个TCP服务器既要处理监听套接口,又要处理已连接套接口,一般也要用到I/O复用。
#(4)如果一个服务器即要处理TCP,又要处理UDP,一般要使用I/O复用。
#(5)如果一个服务器要处理多个服务或多个协议,一般要使用I/O复用。
'''与多进程和多线程技术相比,I/O多路复用技术的最大优势是系统开销小,系统不必创建进程/线程,也不必维护这些进程/线程,从而大大减小了系统的开销。'''

最后,再举几个不是很恰当的例子来说明这四个IO Model:
有A,B,C,D四个人在钓鱼:
A用的是最老式的鱼竿,所以呢,得一直守着,等到鱼上钩了再拉杆;【阻塞】
B的鱼竿有个功能,能够显示是否有鱼上钩(这个显示功能一直去判断鱼是否上钩),所以呢,B就和旁边的MM聊天,隔会再看看有没有鱼上钩,有的话就迅速拉杆;【非阻塞】
C用的鱼竿和B差不多,但他想了一个好办法,就是同时放好几根鱼竿,然后守在旁边,一旦有显示说鱼上钩了,它就将对应的鱼竿拉起来;【同步】
D是个有钱人,干脆雇了一个人帮他钓鱼,一旦那个人把鱼钓上来了,就给D发个短信(消息回掉机制,主动告知)。【异步】

参考资料:

http://www.cnblogs.com/wupeiqi/articles/5040823.html

http://blog.chinaunix.net/uid-28458801-id-4464639.html

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