实验 3:Mininet 实验——测量路径的损耗率

一、实验目的

在实验 2 的基础上进一步熟悉 Mininet 自定义拓扑脚本,以及与损耗率相关的设定;初步了解 Mininet 安装时自带的 POX 控制器脚本编写,测试路径损耗率。

二、实验任务

h0 向 h1 发送数据包,由于在 Mininet 脚本中设置了连接损耗率,在传输过程中会丢失一些包,本次实验的目的是展示如何通过控制器计算路径损耗速率(h0-s0-s1-h1)。这里假设控制器预先知道网络拓扑。控制器将向 s0 和 s1 发送flow_stats_request,当控制器接收到来自 s0 的 response 时,将特定流的数据包数保存在 input_pkts 中,当控制器接收到来自 s1 的 response 时,将接收到特定流的数据包数保存在 output_pkts 中,差值就是丢失的数据包数量。

基于上述拓扑,编写 Mininet 脚本,设置特定的交换机间的路径损耗速率,然后编写 POX 控制器脚本,实现对路径的损耗率的测量。

三、实验步骤

实验环境

安装了 Ubuntu 18.04.5 Desktop amd64 的虚拟机
实验过程

新建并编辑 pox 脚本 flow_stats.py:

# standard includes

from pox.core import core

from pox.lib.util import dpidToStr

import pox.openflow.libopenflow_01 as of

from pox.lib.addresses import IPAddr, EthAddr

# include as part of the betta branch

from pox.openflow.of_json import *

from pox.lib.recoco import Timer

import time

log = core.getLogger()

src_dpid = 0

dst_dpid = 0

input_pkts = 0

output_pkts = 0

def getTheTime():  #fuction to create a timestamp

  flock = time.localtime()

  then = "[%s-%s-%s" %(str(flock.tm_year),str(flock.tm_mon),str(flock.tm_mday))

  if int(flock.tm_hour)<10:

    hrs = "0%s" % (str(flock.tm_hour))

  else:

    hrs = str(flock.tm_hour)

  if int(flock.tm_min)<10:

    mins = "0%s" % (str(flock.tm_min))

  else:

    mins = str(flock.tm_min)

  if int(flock.tm_sec)<10:

    secs = "0%s" % (str(flock.tm_sec))

  else:

    secs = str(flock.tm_sec)

  then +="]%s.%s.%s" % (hrs,mins,secs)

  return then

# handler for timer function that sends the requests to all the

# switches connected to the controller.

def _timer_func ():

  for connection in core.openflow._connections.values():

    connection.send(of.ofp_stats_request(body=of.ofp_flow_stats_request()))

    connection.send(of.ofp_stats_request(body=of.ofp_port_stats_request()))

  log.debug("Sent %i flow/port stats request(s)", len(core.openflow._connections))

# handler to display flow statistics received in JSON format

# structure of event.stats is defined by ofp_flow_stats()

def _handle_flowstats_received (event):

   #stats = flow_stats_to_list(event.stats)

   #log.debug("FlowStatsReceived from %s: %s", dpidToStr(event.connection.dpid), stats)

   global src_dpid, dst_dpid, input_pkts, output_pkts

   #print "src_dpid=", dpidToStr(src_dpid), "dst_dpid=", dpidToStr(dst_dpid)

   for f in event.stats:

     if f.match.dl_type==0x0800 and f.match.nw_dst==IPAddr("192.168.123.2") and f.match.nw_tos==0x64 and event.connection.dpid==src_dpid:

       #print "input: ", f.byte_count, f.packet_count

       input_pkts = f.packet_count

     if f.match.dl_type==0x0800 and f.match.nw_dst==IPAddr("192.168.123.2") and f.match.nw_tos==0x64 and event.connection.dpid==dst_dpid:

       #print "output: ", f.byte_count, f.packet_count

       output_pkts = f.packet_count

       if input_pkts !=0:

         print getTheTime(), "Path Loss Rate =", (input_pkts-output_pkts)*1.0/input_pkts*100, "%"

# handler to display port statistics received in JSON format

def _handle_portstats_received (event):

   #print "\n<<<STATS-REPLY: Return PORT stats for Switch", event.connection.dpid,"at ",getTheTime()

   #for f in event.stats:

      #if int(f.port_no)<65534:

        #print "   PortNo:", f.port_no, " Fwd's Pkts:", f.tx_packets, " Fwd's Bytes:", f.tx_bytes, " Rc'd Pkts:", f.rx_packets, " Rc's Bytes:", f.rx_bytes

        #print "   PortNo:", f.port_no,  " TxDrop:", f.tx_dropped, " RxDrop:", f.rx_dropped, " TxErr:", f.tx_errors, " RxErr:", f.rx_errors, " CRC:", f.rx_crc_err, " Coll:", f.collisions

  stats = flow_stats_to_list(event.stats)

  log.debug("PortStatsReceived from %s: %s", dpidToStr(event.connection.dpid), stats)

def _handle_ConnectionUp (event):

  global src_dpid, dst_dpid

  print "ConnectionUp: ", dpidToStr(event.connection.dpid)

  for m in event.connection.features.ports:

    if m.name == "s0-eth0":

      src_dpid = event.connection.dpid

    elif m.name == "s1-eth0":

      dst_dpid = event.connection.dpid

  msg = of.ofp_flow_mod()

  msg.priority =1

  msg.idle_timeout = 0

  msg.match.in_port =1

  msg.actions.append(of.ofp_action_output(port = of.OFPP_ALL))

  event.connection.send(msg)

  msg = of.ofp_flow_mod()

  msg.priority =1

  msg.idle_timeout = 0

  msg.match.in_port =2

  msg.actions.append(of.ofp_action_output(port = of.OFPP_ALL))

  event.connection.send(msg)

  msg = of.ofp_flow_mod()

  msg.priority =10

  msg.idle_timeout = 0

  msg.hard_timeout = 0

  msg.match.dl_type = 0x0800

  msg.match.nw_tos = 0x64

  msg.match.in_port=1

  msg.match.nw_dst = "192.168.123.2"

  msg.actions.append(of.ofp_action_output(port = 2))

  event.connection.send(msg)

  msg = of.ofp_flow_mod()

  msg.priority =10

  msg.idle_timeout = 0

  msg.hard_timeout = 0

  msg.match.dl_type = 0x0800

  msg.match.nw_tos = 0x64

  msg.match.nw_dst = "192.168.123.1"

  msg.actions.append(of.ofp_action_output(port = 1))

  event.connection.send(msg)

# main functiont to launch the module

def launch ():

  # attach handsers to listners

  core.openflow.addListenerByName("FlowStatsReceived",

    _handle_flowstats_received)

  core.openflow.addListenerByName("PortStatsReceived",

    _handle_portstats_received)

  core.openflow.addListenerByName("ConnectionUp", _handle_ConnectionUp)

  # timer set to execute every five seconds

  Timer(1, _timer_func, recurring=True)

在 pox 安装目录下(Mininet 完整安装包含了 pox)执行以下命令运行 pox 脚本

$ ./pox.py flow_stats

编辑 Mininet 脚本 mymininet.py

#!/usr/bin/python

from mininet.net import Mininet

from mininet.node import Node

from mininet.link import TCLink

from mininet.log import  setLogLevel, info

from threading import Timer

from mininet.util import quietRun

from time import sleep

def myNet(cname='controller', cargs='-v ptcp:'):

    "Create network from scratch using Open vSwitch."

    info( "*** Creating nodes\n" )

    controller = Node( 'c0', inNamespace=False )

    switch = Node( 's0', inNamespace=False )

    switch1 = Node( 's1', inNamespace=False )

    h0 = Node( 'h0' )

    h1 = Node( 'h1' )

    info( "*** Creating links\n" )

    linkopts0=dict(bw=100, delay='1ms', loss=0)

    linkopts1=dict(bw=100, delay='1ms', loss=0)

    link0=TCLink( h0, switch, **linkopts0)

    link1 = TCLink( switch, switch1, **linkopts1)

    link2 = TCLink( h1, switch1, **linkopts0)

    #print link0.intf1, link0.intf2

    link0.intf2.setMAC("0:0:0:0:0:1")

    link1.intf1.setMAC("0:0:0:0:0:2")

    link1.intf2.setMAC("0:1:0:0:0:1")

    link2.intf2.setMAC("0:1:0:0:0:2")

    info( "*** Configuring hosts\n" )

    h0.setIP( '192.168.123.1/24' )

    h1.setIP( '192.168.123.2/24' )

    info( "*** Starting network using Open vSwitch\n" )

    switch.cmd( 'ovs-vsctl del-br dp0' )

    switch.cmd( 'ovs-vsctl add-br dp0' )

    switch1.cmd( 'ovs-vsctl del-br dp1' )

    switch1.cmd( 'ovs-vsctl add-br dp1' )

    controller.cmd( cname + ' ' + cargs + '&' )

    for intf in switch.intfs.values():

        print intf

        print switch.cmd( 'ovs-vsctl add-port dp0 %s' % intf )

    for intf in switch1.intfs.values():

        print intf

        print switch1.cmd( 'ovs-vsctl add-port dp1 %s' % intf )

    # Note: controller and switch are in root namespace, and we

    # can connect via loopback interface

    switch.cmd( 'ovs-vsctl set-controller dp0 tcp:127.0.0.1:6633' )

    switch1.cmd( 'ovs-vsctl set-controller dp1 tcp:127.0.0.1:6633' )

    info( '*** Waiting for switch to connect to controller' )

    while 'is_connected' not in quietRun( 'ovs-vsctl show' ):

        sleep( 1 )

        info( '.' )

    info( '\n' )

    #info( "*** Running test\n" )

    h0.cmdPrint( 'ping -Q 0x64 -c 20 ' + h1.IP() )

    sleep( 1 )

    info( "*** Stopping network\n" )

    controller.cmd( 'kill %' + cname )

    switch.cmd( 'ovs-vsctl del-br dp0' )

    switch.deleteIntfs()

    switch1.cmd( 'ovs-vsctl del-br dp1' )

    switch1.deleteIntfs()

    info( '\n' )

if __name__ == '__main__':

    setLogLevel( 'info' )

    info( '*** Scratch network demo (kernel datapath)\n' )

    Mininet.init()

    myNet()!

执行命令运行 Mininet 脚本 mymininet.py

$ sudo python mymininet.py

Ping 默认是每 1 秒钟测一次, ping 的结果会显示一个丢包率,这里的丢包率是根据 ping 不通的次数占总次数的百分比计算得到的。上图中由于一共 ping 了 20次,每次都能通,所以丢包率是 0。观察 pox 侧的实时状态更新平均丢包率为 0,结果符合 Mininet 脚本中设置的损耗率,也有可能出现负值,可以认为没有丢包。

如果修改代码中 s0 和 s1 之间链路的丢包率为 10。

info( "*** Creating links\n" )

linkopts0=dict(bw=100, delay='1ms', loss=0)

linkopts1=dict(bw=100, delay='1ms', loss=10)

link0=TCLink( h0, switch, **linkopts0)

link1 = TCLink( switch, switch1, **linkopts1)

link2 = TCLink( h1, switch1, **linkopts0)

重新运行 Mininet 脚本 mymininet3.py,20 秒时间的 ping 过程中有 icmp_seq 为

2/8 共 2 次 ping 不通,所以丢包率计算为 10%。

四、实验心得

通过本次实验，在实验2的基础上进一步熟悉Mininet自定义拓扑脚本，了解了Mininet安装时自带的POX控制器脚本编写，以及路径损耗率的测试方式。