当前位置: 移动技术网 > 科技>操作系统>Linux > ELK快速入门(二)通过logstash收集日志

ELK快速入门(二)通过logstash收集日志

2019年07月15日  | 移动技术网科技  | 我要评论

生活小常识,95成都,阴兴

elk快速入门二-通过logstash收集日志

说明

这里的环境接着上面的elk快速入门-基本部署文章继续下面的操作。

收集多个日志文件

1)logstash配置文件编写

[root@linux-elk1 ~]# vim /etc/logstash/conf.d/system-log.conf
input {
    file {
        path => "/var/log/messages"
        type => "systemlog"
        start_position => "beginning"
        stat_interval => "3"
    }
    file {
        path => "/var/log/secure"
        type => "securelog"
        start_position => "beginning"
        stat_interval => "3"
    }
}

output {
    if [type] == "systemlog" { 
        elasticsearch {
            hosts => ["192.168.1.31:9200"]
            index => "system-log-%{+yyyy.mm.dd}"
        }
    }
    if [type] == "securelog" { 
        elasticsearch {
            hosts => ["192.168.1.31:9200"]
            index => "secure-log-%{+yyyy.mm.dd}"
        }
    }
}

2)给日志文件赋予可读权限并重启logstash

[root@linux-elk1 ~]# chmod 644 /var/log/secure 
[root@linux-elk1 ~]# chmod 644 /var/log/messages
[root@linux-elk1 ~]# systemctl restart logstash

3)向被收集的文件中写入数据;是为了马上能在elasticsearchweb界面和klbanaweb界面里面查看到数据。

[root@linux-elk1 ~]# echo "test" >> /var/log/secure 
[root@linux-elk1 ~]# echo "test" >> /var/log/messages

4)在kibana界面添加system-log索引模式

5)在kibana界面添加secure-log索引模式

6)kibana查看日志

收集tomcat和java日志

收集tomcat服务器的访问日志以及tomcat错误日志进行实时统计,在kibana页面进行搜索展示,每台tomcat服务器需要安装logstash负责收集日志,然后将日志发给elasticsearch进行分析,在通过kibana在前端展示。

部署tomcat服务

说明,我这里在linux-elk2节点上面装tomcat

1)下载并安装tomcat

[root@linux-elk2 ~]# cd /usr/local/
[root@linux-elk2 local]# wget http://mirrors.tuna.tsinghua.edu.cn/apache/tomcat/tomcat-9/v9.0.21/bin/apache-tomcat-9.0.21.tar.gz
[root@linux-elk2 local]# tar xvzf apache-tomcat-9.0.21.tar.gz
[root@linux-elk2 local]# ln -s /usr/local/apache-tomcat-9.0.21 /usr/local/tomcat

2)测试页面准备

[root@linux-elk2 local]# cd /usr/local/tomcat/webapps/
[root@linux-elk2 webapps]# mkdir webdir
[root@linux-elk2 webapps]# echo "<h1>welcome to tomcat</h1>"  > /usr/local/tomcat/webapps/webdir/

3)tomcat日志转json

[root@linux-elk2 tomcat]# vim /usr/local/tomcat/conf/server.xml
        <valve classname="org.apache.catalina.valves.accesslogvalve" directory="logs"
               prefix="localhost_access_log" suffix=".txt"
               pattern="{&quot;clientip&quot;:&quot;%h&quot;,&quot;clientuser&quot;:&quot;%l&quot;,&quot;authenticated&quot;:&quot;%u&quot;,&quot;accesstime&quot;:&quot;%t&quot;,&quot;method&quot;:&quot;%r&quot;,&quot;status&quot;:&quot;%s&quot;,&quot;sendbytes&quot;:&quot;%b&quot;,&quot;query?string&quot;:&quot;%q&quot;,&quot;partner&quot;:&quot;%{referer}i&quot;,&quot;agentversion&quot;:&quot;%{user-agent}i&quot;}"/>

4)启动tomcat,并进行访问测试生成日志

[root@linux-elk2 tomcat]# /usr/local/tomcat/bin/startup.sh
[root@linux-elk2 tomcat]# ss -nlt |grep 8080
listen     0      100         :::8080                    :::*
[root@linux-elk2 tomcat]# ab -n100 -c100 http://192.168.1.32:8080/webdir/

[root@linux-elk2 ~]# tailf /usr/local/tomcat/logs/localhost_access_log.2019-07-05.log 
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}
{"clientip":"192.168.1.32","clientuser":"-","authenticated":"-","accesstime":"[05/jul/2019:16:39:18 +0800]","method":"get /webdir/ http/1.0","status":"200","sendbytes":"27","query?string":"","partner":"-","agentversion":"apachebench/2.3"}

5)验证日志是否为json格式

配置logstash收集tomcat日志

说明:如果是需要收集别的服务器上面的tomcat日志,那么在所需要收集的服务器上面都得安装logstash。此处是在linux-elk2节点上面部署的tomcat,之前安装过logstash

1)配置logstash

[root@linux-elk2 ~]# vim /etc/logstash/conf.d/tomcat.conf
input {
    file {
        path => "/usr/local/tomcat/logs/localhost_access_log.*.log"
        type => "tomcat-access-log"
        start_position => "beginning"
        stat_interval => "2"
    }
}

output {
    elasticsearch {
        hosts => ["192.168.1.31:9200"]
        index => "logstash-tomcat-132-accesslog-%{+yyyy.mm.dd}"
    }
    file {
        path => "/tmp/logstash-tomcat-132-accesslog-%{+yyyy.mm.dd}"
    }
}

2)检测配置文件语法,并重启logstash

[root@linux-elk2 ~]# /usr/share/logstash/bin/logstash -f /etc/logstash/conf.d/tomcat.conf -twarning: could not find logstash.yml which is typically located in $ls_home/config or /etc/logstash. you can specify the path using --path.settings. continuing using the defaults
could not find log4j2 configuration at path /usr/share/logstash/config/log4j2.properties. using default config which logs errors to the console
[warn ] 2019-07-05 17:04:34.583 [logstash::runner] multilocal - ignoring the 'pipelines.yml' file because modules or command line options are specified
configuration ok

[root@linux-elk2 ~]# /usr/share/logstash/bin/system-install /etc/logstash/startup.options systemd
[root@linux-elk2 ~]# systemctl start logstash

3)权限修改,不然elasticsearch界面和kibana界面是无法查看到的

[root@linux-elk2 ~]# ll /usr/local/tomcat/logs/ -d
drwxr-xr-x 2 root root 197 7月   5 16:36 /usr/local/tomcat/logs/
[root@linux-elk2 ~]# ll /usr/local/tomcat/logs/
总用量 64
-rw-r----- 1 root root 14228 7月   5 16:36 catalina.2019-07-05.log
-rw-r----- 1 root root 14228 7月   5 16:36 catalina.out
-rw-r----- 1 root root     0 7月   5 16:25 host-manager.2019-07-05.log
-rw-r----- 1 root root  1074 7月   5 16:36 localhost.2019-07-05.log
-rw-r----- 1 root root 26762 7月   5 17:23 localhost_access_log.2019-07-05.log
-rw-r----- 1 root root     0 7月   5 16:25 manager.2019-07-05.log
[root@linux-elk2 ~]# chown logstash.logstash /usr/local/tomcat/logs/ -r
[root@linux-elk2 ~]# ll /usr/local/tomcat/logs/
总用量 64
-rw-r----- 1 logstash logstash 14228 7月   5 16:36 catalina.2019-07-05.log
-rw-r----- 1 logstash logstash 14228 7月   5 16:36 catalina.out
-rw-r----- 1 logstash logstash     0 7月   5 16:25 host-manager.2019-07-05.log
-rw-r----- 1 logstash logstash  1074 7月   5 16:36 localhost.2019-07-05.log
-rw-r----- 1 logstash logstash 26762 7月   5 17:23 localhost_access_log.2019-07-05.log
-rw-r----- 1 logstash logstash     0 7月   5 16:25 manager.2019-07-05.log

4)访问elasticsearch界面验证插件

数据浏览

5)在kibana上添加索引模式

6)kibana验证数据

配置logstash收集java日志

使用codecmultiline插件实现多行匹配,这是一个可以将多行进行合并的插件,而且可以使用what指定将匹配到的行与前面的行合并还是和后面的行合并,

语法格式:

input {
    stdin {
        codec => multiline {
            pattern => "^\["    #当遇到[开头的行时候将多行进行合并
            negate => true      #true为匹配成功进行操作,false为不成功进行操
            what => "previous"  #与上面的行合并,如果是下面的行合并就是
        }
    }
}

命令行测试输入输出:

[root@linux-elk2 ~]# /usr/share/logstash/bin/logstash -e 'input { stdin { codec => multiline { pattern => "^\[" negate => true what => "previous" } } } output { stdout { codec => rubydebug }}'
warning: could not find logstash.yml which is typically located in $ls_home/config or /etc/logstash. you can specify the path using --path.settings. continuing using the defaults
could not find log4j2 configuration at path /usr/share/logstash/config/log4j2.properties. using default config which logs errors to the console
[warn ] 2019-07-08 15:28:04.938 [logstash::runner] multilocal - ignoring the 'pipelines.yml' file because modules or command line options are specified
[info ] 2019-07-08 15:28:04.968 [logstash::runner] runner - starting logstash {"logstash.version"=>"6.8.1"}
[info ] 2019-07-08 15:28:19.167 [converge pipelineaction::create<main>] pipeline - starting pipeline {:pipeline_id=>"main", "pipeline.workers"=>1, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>50}
[info ] 2019-07-08 15:28:19.918 [converge pipelineaction::create<main>] pipeline - pipeline started successfully {:pipeline_id=>"main", :thread=>"#<thread:0xc8dd9a1 run>"}
the stdin plugin is now waiting for input:
111111
222222
aaaaaa
[44444
{
    "@timestamp" => 2019-07-08t07:34:48.063z,
          "tags" => [
        [0] "multiline"
    ],
      "@version" => "1",
       "message" => "[12\n111111\n222222\naaaaaa",
          "host" => "linux-elk2.exmaple.com"
}

444444
aaaaaa
[77777
{
    "@timestamp" => 2019-07-08t07:35:51.522z,
          "tags" => [
        [0] "multiline"
    ],
      "@version" => "1",
       "message" => "[44444\n444444\naaaaaa",
          "host" => "linux-elk2.exmaple.com"
}

示例:收集elk集群日志

1)观察日志文件,elk集群日志都是以"["开头并且每一个信息都是如此。

[root@linux-elk2 ~]# tailf /elk/logs/elk-cluster.log 
[2019-07-08t11:26:37,774][info ][o.e.c.m.metadataindextemplateservice] [elk-node2] adding template [kibana_index_template:.kibana] for index patterns [.kibana]
[2019-07-08t11:26:47,664][info ][o.e.c.m.metadataindextemplateservice] [elk-node2] adding template [kibana_index_template:.kibana] for index patterns [.kibana]
[2019-07-08t11:33:55,150][info ][o.e.c.m.metadataindextemplateservice] [elk-node2] adding template [kibana_index_template:.kibana] for index patterns [.kibana]
[2019-07-08t11:33:55,197][info ][o.e.c.m.metadatamappingservice] [elk-node2] [.kibana_1/yree-8hys8kivwnuadxaba] update_mapping [doc]
[2019-07-08t11:33:55,822][info ][o.e.c.m.metadataindextemplateservice] [elk-node2] adding template [kibana_index_template:.kibana] for index patterns [.kibana]
[2019-07-08t11:33:55,905][info ][o.e.c.m.metadatamappingservice] [elk-node2] [.kibana_1/yree-8hys8kivwnuadxaba] update_mapping [doc]
[2019-07-08t11:33:57,026][info ][o.e.c.m.metadataindextemplateservice] [elk-node2] adding template [kibana_index_template:.kibana] for index patterns [.kibana]
[2019-07-08t11:43:20,262][warn ][o.e.m.j.jvmgcmonitorservice] [elk-node2] [gc][young][8759][66] duration [1.3s], collections [1]/[1.7s], total [1.3s]/[4s], memory [176mb]->[111.6mb]/[1.9gb], all_pools {[young] [64.8mb]->[706.4kb]/[66.5mb]}{[survivor] [3.3mb]->[3mb]/[8.3mb]}{[old] [107.8mb]->[107.8mb]/[1.9gb]}
[2019-07-08t11:43:20,388][warn ][o.e.m.j.jvmgcmonitorservice] [elk-node2] [gc][8759] overhead, spent [1.3s] collecting in the last [1.7s]
[2019-07-08t11:44:42,955][info ][o.e.x.m.p.nativecontroller] [elk-node2] native controller process has stopped - no new native processes can be started

2)配置logstash

[root@linux-elk2 ~]# vim /etc/logstash/conf.d/java.conf
input {
    file {
        path => "/elk/logs/elk-cluster.log"
        type => "java-elk-cluster-log"
        start_position => "beginning"
        stat_interval => "2"
        code => multiline {
            pattern => "^\["    #以"["开头进行正则匹配,匹配规则
            negate => "true"  #正则匹配成功,false匹配不成功
            what => "previous"  #和前面的内容进行合并,如果是和下面的合并就是next
        }
    }
}

output {
    if [type] == "java-elk-cluster-log" {
        elasticsearch {
            hosts => ["192.168.1.31:9200"]
            index => "java-elk-cluster-log-%{+yyyy.mm.dd}"
        }
    }
}

3)检查配置文件语法是否有误并重启logstash

[root@linux-elk2 ~]# /usr/share/logstash/bin/logstash -f /etc/logstash/conf.d/java.conf -t
warning: could not find logstash.yml which is typically located in $ls_home/config or /etc/logstash. you can specify the path using --path.settings. continuing using the defaults
could not find log4j2 configuration at path /usr/share/logstash/config/log4j2.properties. using default config which logs errors to the console
[warn ] 2019-07-08 15:49:51.996 [logstash::runner] multilocal - ignoring the 'pipelines.yml' file because modules or command line options are specified
configuration ok
[info ] 2019-07-08 15:50:04.438 [logstash::runner] runner - using config.test_and_exit mode. config validation result: ok. exiting logstash

[root@linux-elk2 ~]# systemctl restart logstash

4)访问elasticsearch界面验证数据

5)在kibana上添加索引验证模式

6)kibana验证数据

收集nginx访问日志

收集nginxjson访问日志,这里为了测试,是在一台新的服务器上面安装了nginxlogstash

1)安装nginx并准备一个测试页面

[root@node01 ~]# yum -y install nginx
[root@node01 ~]# echo "<h1>whelcom to nginx server</h1>" > /usr/share/nginx/html/
[root@node01 ~]# systemctl start nginx 
[root@node01 ~]# curl localhost
<h1>whelcom to nginx server</h1>

2)将nginx日志转换成json格式

[root@node01 ~]# vim /etc/nginx/nginx.conf
    log_format access_json '{"@timestamp":"$time_iso8601",'
                           '"host":"$server_addr",'
                           '"clientip":"$remote_addr",'
                           '"size":$body_bytes_sent,'
                           '"responsetime":$request_time,'
                           '"upstreamtime":"$upstream_response_time",'
                           '"upstreamhost":"$upstream_addr",'
                           '"http_host":"$host",'
                           '"url":"$uri",'
                           '"domain":"$host",'
                           '"xff":"$http_x_forwarded_for",'
                           '"referer":"$http_referer",'
                           '"status":"$status"}';

    access_log  /var/log/nginx/access.log  access_json;

[root@node01 ~]# nginx -t
nginx: the configuration file /etc/nginx/nginx.conf syntax is ok
nginx: configuration file /etc/nginx/nginx.conf test is successful
[root@node01 ~]# systemctl restart nginx

3)访问一次,确认日志为json格式

[root@node01 ~]# tail /var/log/nginx/access.log
{"@timestamp":"2019-07-09t11:21:28+08:00","host":"192.168.1.30","clientip":"192.168.1.144","size":33,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.1.30","url":"/","domain":"192.168.1.30","xff":"-","referer":"-","status":"200"}

4)安装logstash并配置收集nginx日志

#将logstash软件包copy到nginx服务器上
[root@linux-elk1 ~]# scp logstash-6.8.1.rpm 192.168.1.30:/root/
#安装logstash
[root@node01 ~]# yum -y localinstall logstash-6.8.1.rpm
#生成logstash.service启动文件
[root@node01 ~]# /usr/share/logstash/bin/system-install /etc/logstash/startup.options systemd
#将logstash启动用户更改为root,不然可能会导致收集不到日志
[root@node01 ~]# vim /etc/systemd/system/logstash.service
user=root
group=root
[root@node01 ~]# systemctl daemon-reload

[root@node01 ~]# vim /etc/logstash/conf.d/nginx.conf
input {
    file {
        path => "/var/log/nginx/access.log"
        type => "nginx-accesslog"
        start_position => "beginning"
        stat_interval => "2"
        codec => json
    }
}

output {
    if [type] == "nginx-accesslog" {
        elasticsearch {
        hosts => ["192.168.1.31:9200"]
        index => "logstash-nginx-accesslog-30-%{+yyyy.mm.dd}"
        }
    }
}

5)检查配置文件语法是否有误并重启logstash

[root@node01 ~]# /usr/share/logstash/bin/logstash -f /etc/logstash/conf.d/nginx.conf -t
warning: could not find logstash.yml which is typically located in $ls_home/config or /etc/logstash. you can specify the path using --path.settings. continuing using the defaults
could not find log4j2 configuration at path /usr/share/logstash/config/log4j2.properties. using default config which logs errors to the console
[warn ] 2019-07-09 11:26:04.277 [logstash::runner] multilocal - ignoring the 'pipelines.yml' file because modules or command line options are specified
configuration ok
[info ] 2019-07-09 11:26:09.055 [logstash::runner] runner - using config.test_and_exit mode. config validation result: ok. exiting logstash

[root@node01 ~]# systemctl restart logstash

6)在kibana上添加索引验证模式

7)在kibana上验证数据,可以通过添加筛选,让日志更加了然名目

收集tcp/udp日志

通过logstashtcp/udp插件收集日志,通常用于在向elasticsearch日志补录丢失的部分日志,可以将丢失的日志通过一个tcp端口直接写入到elasticsearch服务器。

进行收集测试

1)logstash配置

[root@linux-elk1 ~]# vim /etc/logstash/conf.d/tcp.conf
input {
    tcp {
        port => 9889
        type => "tcplog"
        mode => "server"
    }
}

output {
    stdout {
        codec => rubydebug
    }
}

2)验证端口是否启动成功

[root@linux-elk1 ~]# /usr/share/logstash/bin/logstash -f /etc/logstash/conf.d/tcp.conf 
warning: could not find logstash.yml which is typically located in $ls_home/config or /etc/logstash. you can specify the path using --path.settings. continuing using the defaults
could not find log4j2 configuration at path /usr/share/logstash/config/log4j2.properties. using default config which logs errors to the console
[warn ] 2019-07-09 18:12:07.538 [logstash::runner] multilocal - ignoring the 'pipelines.yml' file because modules or command line options are specified
[info ] 2019-07-09 18:12:07.551 [logstash::runner] runner - starting logstash {"logstash.version"=>"6.8.1"}
[info ] 2019-07-09 18:12:14.416 [converge pipelineaction::create<main>] pipeline - starting pipeline {:pipeline_id=>"main", "pipeline.workers"=>2, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>50}
[info ] 2019-07-09 18:12:14.885 [converge pipelineaction::create<main>] pipeline - pipeline started successfully {:pipeline_id=>"main", :thread=>"#<thread:0x240c27a6 sleep>"}
[info ] 2019-07-09 18:12:14.911 [[main]<tcp] tcp - starting tcp input listener {:address=>"0.0.0.0:9889", :ssl_enable=>"false"}
[info ] 2019-07-09 18:12:14.953 [ruby-0-thread-1: /usr/share/logstash/lib/bootstrap/environment.rb:6] agent - pipelines running {:count=>1, :running_pipelines=>[:main], :non_running_pipelines=>[]}
[info ] 2019-07-09 18:12:15.223 [api webserver] agent - successfully started logstash api endpoint {:port=>9600}


# 新开一个终端验证端口
[root@linux-elk1 ~]# netstat -nlutp |grep 9889
tcp6       0      0 :::9889                 :::*                    listen      112455/java

3)在别的服务器通过nc命令进行测试,查看logstash是否收到数据

# echo "nc test" | nc 192.168.1.31 9889    #在另外一台服务器上执行

# 在上面启动logstash的那个终端查看
{
       "message" => "nc test",
          "host" => "192.168.1.30",
          "type" => "tcplog",
      "@version" => "1",
    "@timestamp" => 2019-07-09t10:16:48.139z,
          "port" => 37102
}

4)通过nc命令发送一个文件,查看logstash收到的数据

# nc 192.168.1.31 9889 < /etc/passwd    #同样在上面执行nc那台服务器上执行

# 同样还是在上面启动logstash的那个终端查看
{
       "message" => "mysql:x:27:27:mariadb server:/var/lib/mysql:/sbin/nologin",
          "host" => "192.168.1.30",
          "type" => "tcplog",
      "@version" => "1",
    "@timestamp" => 2019-07-09t10:18:29.186z,
          "port" => 37104
}
{
       "message" => "logstash:x:989:984:logstash:/usr/share/logstash:/sbin/nologin",
          "host" => "192.168.1.30",
          "type" => "tcplog",
      "@version" => "1",
    "@timestamp" => 2019-07-09t10:18:29.187z,
          "port" => 37104
}

5)通过伪设备的方式发送消息:

在类unix操作系统中,设备节点并不一定要对应物理设备。没有这种对应关系的设备是伪设备。操作系统运用了它们提供的多种功能,tcp只是dev下面众多伪设备当中的一种设备。

# echo "伪设备" >/dev/tcp/192.168.1.31/9889    #同样在上面执行nc那台服务器上执行

# 同样还是在上面启动logstash的那个终端查看
{
       "message" => "伪设备",
          "host" => "192.168.1.30",
          "type" => "tcplog",
      "@version" => "1",
    "@timestamp" => 2019-07-09t10:21:32.487z,
          "port" => 37106
}

6)将输出更改到elasticsearch

[root@linux-elk1 ~]# vim /etc/logstash/conf.d/tcp.conf
input {
    tcp {
        port => 9889
        type => "tcplog"
        mode => "server"
    }
}

output {
    elasticsearch {
        hosts => ["192.168.1.31:9200"]
        index => "logstash-tcp-log-%{+yyyy.mm.dd}"
    }
}

7)通过nc命令或伪设备输入日志

# echo "伪设备 1" >/dev/tcp/192.168.1.31/9889
# echo "伪设备 2" >/dev/tcp/192.168.1.31/9889

8)在kibana界面创建索引模式

9)验证数据

 

如对本文有疑问,请在下面进行留言讨论,广大热心网友会与你互动!! 点击进行留言回复

相关文章:

验证码:
移动技术网