ELK收集tomcat访问日志并存取mysql数据库案例

这个案例中，tomcat产生的日志由filebeat收集，然后存取到redis中，再由logstash进行过滤清洗等操作，最后由elasticsearch存储索引并由kibana进行展示。

1、配置tomcat自定义日志

<Valve className="org.apache.catalina.valves.AccessLogValve" directory="logs"
               prefix="localhost_access_log" suffix=".log"
               pattern="{&quot;client_ip&quot;:&quot;%{X-Forwarded-For}i&quot;,&quot;direct_ip&quot;:&quot;%a&quot;,&quot;client user&quot;:&quot;%l&quot;,&quot;authenticated&quot;:&quot;%u&quot;,&quot;timestamp&quot;:&quot;%{yyyy-MM-dd HH:mm:ss Z}t&quot;,&quot;request_method&quot;:&quot;%m&quot;,&quot;URI&quot;:&quot;%U&quot;,&quot;Protocol&quot;:&quot;%H&quot;,&quot;status&quot;:&quot;%s&quot;,&quot;send bytes&quot;:&quot;%B&quot;,&quot;Query?string&quot;:&quot;%q&quot;,&quot;Referer&quot;:&quot;%{Referer}i&quot;,&quot;Agent version&quot;:&quot;%{User-Agent}i&quot;}"/>

需要注意的是第一个X-Forwarded-For表示获取一个ip列表，但只有第一个ip是真正的客户端ip，不过如果没有代理，直接访问tomcat，真正的ip是direct_ip。还有一个是时间格式，这里采用自定义时间格式，没有使用“%t”参数。

2、配置filebeat

- type: log

  # Change to true to enable this input configuration.
  enabled: true

  # Paths that should be crawled and fetched. Glob based paths.
  paths:
    - /usr/local/tomcat/logs/localhost_access_log.*.log
    #- c:\programdata\elasticsearch\logs\*
  document_type: tomcat-accesslog

output.redis:
        enable: true
        hosts: ["172.16.0.54:6379"]
        db:
        timeout:
        key: tomcat_accesslog_filter_index
        password: 

3、配置mysql

1）安装mariadb-server以及创建用户并授权访问mysql（最好不使用root用户）。

2）安装驱动步骤

先下载mysql-connector-java驱动：wget https://cdn.mysql.com//Downloads/Connector-J/mysql-connector-java-5.1.47.tar.gz

然后在/usr/local/logstash/vendor目录下创建目录“（我这里是源码安装的logstash）

mkdir -pv  /usr/local/logstash/vendor/jar/jdbc

将上面的mysql驱动包（带有bin关键字的那个）移动到此目录下。

3）安装gem

yum install gem -y

然后配置gem源

gem sources --remove https://rubygems.org/ //或者
gem sources --add http://gems.ruby-china.com/

最后安装插件

cd /usr/local/logstash/bin
./logstash-plugin install logstash-output-jdbc

最后验证是否安装成功

/usr/local/logstash/bin/logstash-plugin | grep jdbc

[root@ELK-chaofeng07 logstash]# /usr/local/logstash/bin/logstash-plugin list | grep jdbc
logstash-input-jdbc
logstash-output-jdbc

4）进行配置logstash的配置文件，以.conf结尾即可

input{
        redis {
                host =>"172.16.0.54"
                port =>
                data_type => "list"
                db => ""
                password => ""
                key => "tomcat_accesslog_filter_index"
                codec => "json"
                add_field => {
                        "[@metadata][mytomcat]" => "tomcat_accesslog_filter_log"
                }
        }
}

filter {
        if [@metadata][mytomcat] == "tomcat_accesslog_filter_log" {
                mutate {
                        gsub => ["message","\\x","\\\x"]
                }
                if ( 'method":"HEAD' in [message] ) {
                        drop{}
                }
                json {
                        source => "message"
                        add_field => {"[@metadata][direct_ip]" => "%{direct_ip}"}
                        remove_field => "message"
                        remove_field => "prospector"
                        remove_field => "beat"
                        remove_field => "host"
                        remove_field => "input"
                        remove_field => "source"
                        remove_field => "offset"
                        remove_field => "fields"
                        remove_field => "@version"
                }
                date {
                        match => [ "timestamp","yyyy-MM-dd HH:mm:ss Z" ]
                }
mutate {
                        split => ["client_ip",","]
                }
                mutate {
                        convert => ["body_bytes_sent","integer"]
                        convert => ["total_bytes_sent","integer"]
                }
                mutate {
                        replace => { "client_ip" => "%{client_ip[0]}"}
                }
                if [client_ip] == "-" {
                        if [@metadata][direct_ip] not in ["%{direct_ip}","-"]{
                                mutate {
                                        replace => { "client_ip" => "%{direct_ip}" }
                                }
                        } else {
                                drop {}
                        }
                }
                geoip {
                        source => "client_ip"
                        target => ["geoip"]
                        add_field => ["[geoip][coordinates]", "%{[geoip][longitude]}"]
                        add_field => ["[geoip][coordinates]", "%{[geoip][latitude]}"]
                }
                mutate {
                        convert => ["[geoip][coordinates]","float"]
                }
                mutate {
                        remove_field => ["direct_ip"]
                        remove_field => ["timestamp"]
                }
        }
}
output{
        if "_grokparsefailure" not in [tags] and "_dateparsefailure" not in [tags] and "_geoip_lookup_failure" not in [tags] {
           jdbc{
              connection_string => "jdbc:mysql://172.16.0.57:3306/elk?user=chaofeng&password=123456&useUnicode=true&characterEncoding=UTF8"
              statement => ["INSERT INTO elklog(client_ip)VALUES(?)","client_ip"]
           }
           stdout{
                codec => rubydebug
           }
}

5）在mysql中创建数据库和表以及表结构

创建的数据库是：elk

创建的表是：elklog

表结构如下：

MariaDB [elk]> desc elklog;
+-----------+-------------+------+-----+---------+-------+
| Field     | Type        | Null | Key | Default | Extra |
+-----------+-------------+------+-----+---------+-------+
| client_ip | varchar() | YES  |     | NULL    |       |
+-----------+-------------+------+-----+---------+-------+
 row in set (0.01 sec)

（6）效果图

难点：tomcat中的时间最好也进行自定义格式化，不然不好整