ELK 之三：Kibana 使用与Tomcat、Nginx 日志格式处理

一：kibana安装：

　　kibana主要是搜索elasticsearch的数据，并进行数据可视化的展现，新版使用nodejs。

1、下载地址：

https://www.elastic.co/downloads/kibana

2、解压安装：

[root@node6 local]# tar xvf kibana-4.1.1-linux-x64.tar.gz 
[root@node6 local]# mv kibana-4.1.1-linux-x64 kibana
[root@node6 ~]# cd /usr/local/kibana/
[root@node6 kibana]# ls
bin config LICENSE.txt node plugins README.txt src

3、编辑配置文件：

[root@node6 kibana]# cd config/
[root@node6 config]# ls
kibana.yml
[root@node6 config]# vim kibana.yml
elasticsearch_url: "http://192.168.10.206:9200"

4、直接启动：

[root@node6 kibana]# bin/kibana 
{"name":"Kibana","hostname":"node6.a.com","pid":3942,"level":30,"msg":"No existing kibana index found","time":"2016-04-12T12:20:50.069Z","v":0}
{"name":"Kibana","hostname":"node6.a.com","pid":3942,"level":30,"msg":"Listening on 0.0.0.0:5601","time":"2016-04-12T12:20:50.096Z","v":0}

5、验证启动:

[root@node6 ~]# ps -ef | grep  kibana
root       3942   3745  3 20:20 pts/2    00:00:01 bin/../node/bin/node bin/../src/bin/kibana.js
root       3968   3947  0 20:21 pts/3    00:00:00 grep kibana
[root@node6 ~]# ss -tnl | grep 5601
LISTEN     0      128                       *:5601                     *:*

6、后台启动：

[root@node6 kibana]# nohup  bin/kibana &
[1] 3975

7、访问测试：默认监听端口5601
http://192.168.10.206:560１

8、配置索引：索引的名称要和logstash的output生成的索引能进行匹配才可以

9、查看数据：默认显示最新的500个文档

10、数据精确搜索：

11、搜索高级语法：

status:404 OR status:500  #搜索状态是404或者是500之一的
status:301 AND status:200  #搜索即是301和200同时匹配的
status：[200 TO 300] ：搜索指定范围的

12、保存常用的搜索语法：

二：其他的常用模块：

1、系统日志收集---> syslog：配置syslog结果写入到elasticsearch，指定端口514，主机就是要收集日志的服务器IP地址，即可使用

2、访问日志：nginx转换成json格式

3、错误日志：使用codec插件：

https://www.elastic.co/guide/en/logstash/1.5/codec-plugins.html

input {
  stdin {
    codec => multiline {  #多行日志，比如java的日志
      pattern => "^\s"  #pattern => ".*\t.*"  #找到换行符，会把多行认为是一行，即会把当前行和上一行合成一行，直到有换行符结束
      what => "previous"
    }
  }
}

4、运行日志 codec => json，如果不是json要使用grok进行匹配，相对比较麻烦，如果丢日志就看logstash.log，另外检查日志是否有效的json格式：

json效验地址：http://www.bejson.com/

5、kibana的时区和时间问题:kibana会自动根据浏览器将时间加8小时，通过logstash写入会自动解决，如果通过python脚本等写入会产生时间问题

6、在地图显示IP具体来源地址：

https://www.elastic.co/guide/en/logstash/1.5/filter-plugins.html

7、条件判断：

input {
　　file {
　　　　type => "apache"
　　　　path => "/var/log/apache.log"
　　}
　　file {
　　　　type => "tomcat"
　　　　path => "/var/log/tomcat.log"
　　}
}

filter {
  if [type] == "apache" { #假如索引为apache，就执行以下操作
    redis {
    data_type => "list"
    key => "system-message-jack"
    host => "192.168.10.205"
    port => "6379"
    db => "0"
    }
  if [type] == "tomcat" { #假如索引为tomcat，就执行一次操作
    redis {
    data_type => "list"
    key => "system-message-tomcat"
    host => "192.168.10.205"
    port => "6379"
    db => "1" #写不同的数据库
     }
}

nginx 最好设置buffer大小，64k

kibana要添加elastsearch的key

搜索的语法：直接搜索键值 a:b AND ALL NOT进行匹配。范围 [200-299]

6.测试logstash配置文件语法是否正确：

6.1:配置正确的检查结果：

[root@elk-server2 conf.d]# /etc/init.d/logstash configtest
Configuration OK

6.2：语法错误的显示结果：

[root@elk-server2 tianqi]# /etc/init.d/logstash configtest
The given configuration is invalid. Reason: Expected one of #, {, } at line 17, column 53 (byte 355) after output {
    if  [type] == "nginx3"  {
        elasticsearch {
                hosts => ["192.168.0.251:9200"]
                index => "logstash-newsmart-nginx3-" {:level=>:fatal}  #会指明语法错误的具体地方

三：tomcat日志：

1、tomcat日志默认不是json格式的，但是logstash分析的时候就没有key和valus了，所以我们可以将tomcat日志的格式定义为json的格式：

directory="logs"  prefix="localhost_access_log." suffix=".log"
     pattern="{&quot;client&quot;:&quot;%h&quot;,  &quot;client user&quot;:&quot;%l&quot;,   &quot;authenticated&quot;:&quot;%u&quot;,   &quot;access time&quot;:&quot;%t&quot;,     &quot;method&quot;:&quot;%r&quot;,   &quot;status&quot;:&quot;%s&quot;,  &quot;send bytes&quot;:&quot;%b&quot;,  &quot;Query?string&quot;:&quot;%q&quot;,  &quot;partner&quot;:&quot;%{Referer}i&quot;,  &quot;Agent version&quot;:&quot;%{User-Agent}i&quot;}"/>

2、取到的日志结果为：

{"client":"180.95.129.206",  "client user":"-",   "authenticated":"-",   "access time":"[20/Apr/2016:03:47:40 +0000]",     "method":"GET /image/android_logo.png HTTP/1.1",   "status":"200",  "send bytes":"1915",  "Query string":"",  "partner":"http://mobile.weathercn.com/index.do?id=101160101&partner=1000001003",  "Agent version":"Mozilla/5.0 (Linux; U; Android 5.1.1; zh-cn; NX510J Build/LMY47V) AppleWebKit/537.36 (KHTML, like Gecko)Version/4.0 Chrome/37.0.0.0 MQQBrowser/6.6 Mobile Safari/537.36"}

3、在线验证是否合法的json格式：

地址：http://www.bejson.com/，将完整的一行日志复制到验证框，然后点验证即可：结果如下

四：nginx 日志格式处理：

1、编辑nginx.conf配置文件，自定义一个日志格式：

[root@node5 ~]# vim /etc/nginx/nginx.conf

2、添加内容如下：

    log_format logstash_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",'
        '"agent":"$http_user_agent",'
        '"status":"$status"}';

3、编辑主机配置：

[root@node5 ~]# grep -v "#"  /etc/nginx/conf.d/locathost.conf  | grep -v "^$" 
server {
    listen       9009; #监听的端口
    server_name  www.a.com;  #主机名
    
    access_log  /var/log/nginx/json.access.log  logstash_json;  #定义日志路径为/var/log/nginx/json.access.log,并引用在主配置文件nginx.conf中定义的json日志格式
    include /etc/nginx/default.d/*.conf;
    location / {
        root   /usr/share/nginx/html;
        index  index.html index.htm;
    }
    error_page  404              /404.html;
    location = /404.html {
        root   /usr/share/nginx/html;
    }
    error_page   500 502 503 504  /50x.html;
    location = /50x.html {
        root   /usr/share/nginx/html;
    }
}

4、重启nginx，查看日志格式是json格式了：

[root@node5 ~]# tail /var/log/nginx/json.access.log 
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.001,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}
{"@timestamp":"2016-04-12T22:15:19+08:00","host":"192.168.10.205","clientip":"192.168.10.205","size":3698,"responsetime":0.000,"upstreamtime":"-","upstreamhost":"-","http_host":"192.168.10.205","url":"/index.html","domain":"192.168.10.205","xff":"-","referer":"-","agent":"ApacheBench/2.3","status":"200"}

5、在线效验日志格式是否正确：

效验地址：http://www.bejson.com/

五：画图功能

在地图显示IP的访问次数统计：

1、在elasticsearch服务器用户家目录下载一个Filebeat 模板：

cd ~
curl -O https://gist.githubusercontent.com/thisismitch/3429023e8438cc25b86c/raw/d8c479e2a1adcea8b1fe86570e42abab0f10f364/filebeat-index-template.json #这是一个模板文件

2、加载模板：

[root@elk-server1 ~]# curl -XPUT 'http://192.168.0.251:9200/_template/filebeat?pretty' -d@filebeat-index-template.json  #是elasticsearch监听的IP地址
{
  "acknowledged" : true  #一定要返回true才表示成功
}

3、下载GeoIP 数据库文件：

[root@elk-server1 ~]# cd /etc/logstash/
[root@elk-server1 logstash]# curl -O "http://geolite.maxmind.com/download/geoip/database/GeoLiteCity.dat.gz"
[root@elk-server1 logstash]# gunzip GeoLiteCity.dat.gz
[root@elk-server1 logstash]# ls
conf.d  GeoLiteCity.dat  #确认文件存在

4、配置logstash使用GeoIP：

[root@elk-server1 logstash]# vim /etc/logstash/conf.d/11-mobile-tomcat-access.conf #logstash的文件配置要以.conf结尾

input {
        redis {
                data_type => "list"
                key => "mobile-tomcat-access-log"
                host => "192.168.0.251"
                port => "6379"
                db => "0"
                codec  => "json"
        }
}

#input部分为从redis读取客户端logstash分析提交后的访问日志

filter {
        if [type] == "mobile-tomcat" {
        geoip {
                source => "client"  #client 是客户端logstash收集日志时定义的公网IP的key名称，一定要和实际名称一致，因为要通过此名称获取到其对于的ip地址
                target => "geoip"
                database => "/etc/logstash/GeoLiteCity.dat"
                add_field => [ "[geoip][coordinates]", "%{[geoip][longitude]}" ]
                add_field => [ "[geoip][coordinates]", "%{[geoip][latitude]}"  ]
        }
    mutate {
      convert => [ "[geoip][coordinates]", "float"]
        }
    }
}


output { 
        if [type] == "mobile-tomcat" {
        elasticsearch {
                hosts => ["192.168.0.251"]
                manage_template => true
                index => "logstash-mobile-tomcat-access-log-%{+YYYY.MM.dd}" #index的名称一定要是logstash开头的，否则会在使用地图的时候出现geoIP type无法找找到的类似错误
                flush_size => 2000
                idle_flush_time => 10
                }
        }
}

5、在kibana界面添加新的索引，然后visualize---->Tile map---->From a new search---->Select a index patterm--->选择之前的index---->Geo coordinates，然后点绿色的运行按钮即可：

posted @ 2018-03-21 17:28 技术颜良阅读(1796) 评论(0) 编辑收藏举报

刷新页面返回顶部

技术颜良

ELK 之三：Kibana 使用与Tomcat、Nginx 日志格式处理

公告