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  • Centos7 之安装Logstash ELK stack 日志管理系统

    一、介绍

      

      The Elastic Stack - 它不是一个软件,而是Elasticsearch,Logstash,Kibana 开源软件的集合,对外是作为一个日志管理系统的开源方案。它可以从任何来源,任何格式进行日志搜索,分析获取数据,并实时进行展示。像盾牌(安全),监护者(警报)和Marvel(监测)一样为你的产品提供更多的可能。

      Elasticsearch:搜索,提供分布式全文搜索引擎

      Logstash: 日志收集,管理,存储

      Kibana :日志的过滤web 展示
      Filebeat:监控日志文件、转发

     二、测试环境规划图

        

      环境:ip、主机名按照如上规划,系统已经 update. 所有主机时间一致。防火墙测试环境已关闭。下面是这次elk学习的部署安装

      目的:通过elk 主机收集监控主要server的系统日志、以及线上应用服务日志。

    三、Elasticsearch+Logstash+Kibana的安装(在 elk.test.com 上进行操作)

    3.1.基础环境检查

    [root@elk ~]# hostname
    elk.test.com
    [root@elk ~]# cat /etc/hosts
    127.0.0.1   localhost localhost.localdomain localhost4 localhost4.localdomain4
    ::1         localhost localhost.localdomain localhost6 localhost6.localdomain6
    192.168.30.67   elk.test.com
    192.168.30.99   rsyslog.test.com
    192.168.30.64   nginx.test.com

    3.2.软件包

    [root@elk ~]# cd elk/
    [root@elk elk]# wget -c https://download.elastic.co/elasticsearch/release/org/elasticsearch/distribution/rpm/elasticsearch/2.3.3/elasticsearch-2.3.3.rpm
    [root@elk elk]# wget -c https://download.elastic.co/logstash/logstash/packages/centos/logstash-2.3.2-1.noarch.rpm
    [root@elk elk]# wget https://download.elastic.co/kibana/kibana/kibana-4.5.1-1.x86_64.rpm
    [root@elk elk]# wget -c https://download.elastic.co/beats/filebeat/filebeat-1.2.3-x86_64.rpm

    3.3.检查

    [root@elk elk]# ls
    elasticsearch-2.3.3.rpm  filebeat-1.2.3-x86_64.rpm  kibana-4.5.1-1.x86_64.rpm  logstash-2.3.2-1.noarch.rpm

    服务器只需要安装e、l、k, 客户端只需要安装filebeat。

     3.4.安装elasticsearch,先安装jdk,elk server 需要java 开发环境支持,由于客户端上使用的是filebeat软件,它不依赖java环境,所以不需要安装。

    [root@elk elk]# yum install java-1.8.0-openjdk -y

    安装es

    [root@elk elk]# yum localinstall elasticsearch-2.3.3.rpm -y
    .....
      Installing : elasticsearch-2.3.3-1.noarch                                                                                             1/1
    ### NOT starting on installation, please execute the following statements to configure elasticsearch service to start automatically using systemd
     sudo systemctl daemon-reload
     sudo systemctl enable elasticsearch.service
    ### You can start elasticsearch service by executing
     sudo systemctl start elasticsearch.service
      Verifying  : elasticsearch-2.3.3-1.noarch                                                                                             1/1
    
    Installed:
      elasticsearch.noarch 0:2.3.3-1


    重新载入 systemd,扫描新的或有变动的单元;启动并加入开机自启动

    [root@elk elk]# systemctl daemon-reload
    [root@elk elk]# systemctl enable elasticsearch
    Created symlink from /etc/systemd/system/multi-user.target.wants/elasticsearch.service to /usr/lib/systemd/system/elasticsearch.service.
    [root@elk elk]# systemctl start elasticsearch
    [root@elk elk]# systemctl status elasticsearch
    ● elasticsearch.service - Elasticsearch
       Loaded: loaded (/usr/lib/systemd/system/elasticsearch.service; enabled; vendor preset: disabled)
       Active: active (running) since Fri 2016-05-20 15:38:35 CST; 12s ago
         Docs: http://www.elastic.co
      Process: 10428 ExecStartPre=/usr/share/elasticsearch/bin/elasticsearch-systemd-pre-exec (code=exited, status=0/SUCCESS)
     Main PID: 10430 (java)
       CGroup: /system.slice/elasticsearch.service
               └─10430 /bin/java -Xms256m -Xmx1g -Djava.awt.headless=true -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancy...
    
    May 20 15:38:38 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:38,279][INFO ][env                      ] [James Howlett] heap...[true]
    May 20 15:38:38 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:38,279][WARN ][env                      ] [James Howlett] max ...65536]
    May 20 15:38:41 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:41,726][INFO ][node                     ] [James Howlett] initialized
    May 20 15:38:41 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:41,726][INFO ][node                     ] [James Howlett] starting ...
    May 20 15:38:41 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:41,915][INFO ][transport                ] [James Howlett] publ...:9300}
    May 20 15:38:41 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:41,920][INFO ][discovery                ] [James Howlett] elas...xx35hw
    May 20 15:38:45 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:45,099][INFO ][cluster.service          ] [James Howlett] new_...eived)
    May 20 15:38:45 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:45,164][INFO ][gateway                  ] [James Howlett] reco..._state
    May 20 15:38:45 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:45,185][INFO ][http                     ] [James Howlett] publ...:9200}
    May 20 15:38:45 elk.test.com elasticsearch[10430]: [2016-05-20 15:38:45,185][INFO ][node                     ] [James Howlett] started
    Hint: Some lines were ellipsized, use -l to show in full.

     检查服务

    [root@elk elk]# rpm -qc elasticsearch
    /etc/elasticsearch/elasticsearch.yml
    /etc/elasticsearch/logging.yml
    /etc/init.d/elasticsearch
    /etc/sysconfig/elasticsearch
    /usr/lib/sysctl.d/elasticsearch.conf
    /usr/lib/systemd/system/elasticsearch.service
    /usr/lib/tmpfiles.d/elasticsearch.conf
    [root@elk elk]# netstat -nltp | grep java
    tcp6       0      0 127.0.0.1:9200          :::*                    LISTEN      10430/java
    tcp6       0      0 ::1:9200                :::*                    LISTEN      10430/java
    tcp6       0      0 127.0.0.1:9300          :::*                    LISTEN      10430/java
    tcp6       0      0 ::1:9300                :::*                    LISTEN      10430/java

    修改防火墙,将9200、9300 端口对外开放

    [root@elk elk]# firewall-cmd --permanent --add-port={9200/tcp,9300/tcp}
    success
    [root@elk elk]# firewall-cmd --reload
    success
    [root@elk elk]# firewall-cmd  --list-all
    public (default, active)
      interfaces: eno16777984 eno33557248
      sources:
      services: dhcpv6-client ssh
      ports: 9200/tcp 9300/tcp
      masquerade: no
      forward-ports:
      icmp-blocks:
      rich rules:

    3.5 安装kibana

    [root@elk elk]# yum localinstall kibana-4.5.1-1.x86_64.rpm –y
    [root@elk elk]# systemctl enable kibana
    Created symlink from /etc/systemd/system/multi-user.target.wants/kibana.service to /usr/lib/systemd/system/kibana.service.
    [root@elk elk]# systemctl start kibana
    
    [root@elk elk]# systemctl status kibana
    ● kibana.service - no description given
       Loaded: loaded (/usr/lib/systemd/system/kibana.service; enabled; vendor preset: disabled)
       Active: active (running) since Fri 2016-05-20 15:49:02 CST; 20s ago
     Main PID: 11260 (node)
       CGroup: /system.slice/kibana.service
               └─11260 /opt/kibana/bin/../node/bin/node /opt/kibana/bin/../src/cli
    
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:elasticsearch...
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:kbn_vi...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:markdo...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:metric...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:spyMod...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:status...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["status","plugin:table_...lized"}
    May 20 15:49:05 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:05+00:00","tags":["listening","info"],"pi...:5601"}
    May 20 15:49:10 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:10+00:00","tags":["status","plugin:elasticsearch...
    May 20 15:49:14 elk.test.com kibana[11260]: {"type":"log","@timestamp":"2016-05-20T07:49:14+00:00","tags":["status","plugin:elasti...found"}
    Hint: Some lines were ellipsized, use -l to show in full.

    检查kibana服务运行(Kibana默认 进程名:node ,端口5601)

    [root@elk elk]# netstat -nltp
    Active Internet connections (only servers)
    Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name
    tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      909/sshd
    tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      1595/master
    tcp        0      0 0.0.0.0:5601            0.0.0.0:*               LISTEN      11260/node

    修改防火墙,对外开放tcp/5601

    [root@elk elk]# firewall-cmd --permanent --add-port=5601/tcp
    Success
    [root@elk elk]# firewall-cmd --reload
    success
    [root@elk elk]# firewall-cmd --list-all
    public (default, active)
      interfaces: eno16777984 eno33557248
      sources:
      services: dhcpv6-client ssh
      ports: 9200/tcp 9300/tcp 5601/tcp
      masquerade: no
      forward-ports:
      icmp-blocks:
      rich rules:

    这时,我们可以打开浏览器,测试访问一下kibana服务器http://192.168.30.67:5601/,确认没有问题,如下图:

    在这里,我们可以修改防火墙,将用户访问80端口连接转发到5601上,这样可以直接输入网址不用指定端口了,如下:

    [root@elk elk]# firewall-cmd --permanent --add-forward-port=port=80:proto=tcp:toport=5601
    [root@elk elk]# firewall-cmd --reload
    [root@elk elk]# firewall-cmd --list-all
    public (default, active)
      interfaces: eno16777984 eno33557248
      sources:
      services: dhcpv6-client ssh
      ports: 9200/tcp 9300/tcp 5601/tcp
      masquerade: no
      forward-ports: port=80:proto=tcp:toport=5601:toaddr=
      icmp-blocks:
      rich rules:

    3.6 安装logstash,以及添加配置文件

    [root@elk elk]# yum localinstall logstash-2.3.2-1.noarch.rpm –y

    生成证书

    [root@elk elk]# cd /etc/pki/tls/
    [root@elk tls]# ls
    cert.pem  certs  misc  openssl.cnf  private
    
    [root@elk tls]# openssl req -subj '/CN=elk.test.com/' -x509 -days 3650 -batch -nodes -newkey rsa:2048 -keyout private/logstash-forwarder.key -out 
    certs/logstash-forwarder.crt
    Generating a 2048 bit RSA private key
    ...................................................................+++
    ......................................................+++
    writing new private key to 'private/logstash-forwarder.key'
    -----

    之后创建logstash 的配置文件。如下:

    [root@elk ~]# cat /etc/logstash/conf.d/01-logstash-initial.conf
    input {
      beats {
        port => 5000
        type => "logs"
        ssl => true
        ssl_certificate => "/etc/pki/tls/certs/logstash-forwarder.crt"
        ssl_key => "/etc/pki/tls/private/logstash-forwarder.key"
      }
    }
    
    filter {
      if [type] == "syslog-beat" {
        grok {
          match => { "message" => "%{SYSLOGTIMESTAMP:syslog_timestamp} %{SYSLOGHOST:syslog_hostname} %{DATA:syslog_program}(?:[%{POSINT:syslog_pid}])?: %{GREEDYDATA:syslog_message}" }
          add_field => [ "received_at", "%{@timestamp}" ]
          add_field => [ "received_from", "%{host}" ]
        }
        geoip {
          source => "clientip"
        }
        syslog_pri {}
        date {
          match => [ "syslog_timestamp", "MMM d HH:mm:ss", "MMM dd HH:mm:ss" ]
        }
      }
    }
    
    output {
      elasticsearch { }
      stdout { codec => rubydebug }
    }
    View Code

    启动logstash,并检查端口,配置文件里,我们写的是5000端口

    [root@elk conf.d]# systemctl start logstash
    [root@elk elk]# /sbin/chkconfig logstash on
    [root@elk conf.d]# netstat -ntlp
    Active Internet connections (only servers)
    Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name
    tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      909/sshd
    tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      1595/master
    tcp        0      0 0.0.0.0:5601            0.0.0.0:*               LISTEN      11260/node
    tcp        0      0 0.0.0.0:514             0.0.0.0:*               LISTEN      618/rsyslogd
    tcp6       0      0 :::5000                 :::*                    LISTEN      12819/java
    tcp6       0      0 :::3306                 :::*                    LISTEN      1270/mysqld
    tcp6       0      0 127.0.0.1:9200          :::*                    LISTEN      10430/java
    tcp6       0      0 ::1:9200                :::*                    LISTEN      10430/java
    tcp6       0      0 127.0.0.1:9300          :::*                    LISTEN      10430/java
    tcp6       0      0 ::1:9300                :::*                    LISTEN      10430/java
    tcp6       0      0 :::22                   :::*                    LISTEN      909/sshd
    tcp6       0      0 ::1:25                  :::*                    LISTEN      1595/master
    tcp6       0      0 :::514                  :::*                    LISTEN      618/rsyslogd

    修改防火墙,将5000端口对外开放。

    [root@elk ~]# firewall-cmd --permanent --add-port=5000/tcp
    success
    [root@elk ~]# firewall-cmd --reload
    success
    [root@elk ~]# firewall-cmd --list-all
    public (default, active)
      interfaces: eno16777984 eno33557248
      sources:
      services: dhcpv6-client ssh
      ports: 9200/tcp 9300/tcp 5000/tcp 5601/tcp
      masquerade: no
      forward-ports: port=80:proto=tcp:toport=5601:toaddr=
      icmp-blocks:
      rich rules:

    3.7 修改elasticsearch 配置文件

    查看目录,创建文件夹es-01(名字不是必须的),logging.yml是自带的,elasticsearch.yml是创建的文件,内如见下:

    [root@elk ~]# cd /etc/elasticsearch/
    [root@elk elasticsearch]# tree
    .
    ├── es-01
    │   ├── elasticsearch.yml
    │   └── logging.yml
    └── scripts
    [root@elk elasticsearch]# cat es-01/elasticsearch.yml 
    ----
    http:
      port: 9200
    network:
      host: elk.test.com
    node:
      name: elk.test.com
    path:
      data: /etc/elasticsearch/data/es-01

    3.8 重启elasticsearch、logstash服务。

    3.9 将 fiebeat安装包拷贝到 rsyslog、nginx 客户端上

    [root@elk elk]# scp filebeat-1.2.3-x86_64.rpm root@rsyslog.test.com:/root/elk
    [root@elk elk]# scp filebeat-1.2.3-x86_64.rpm root@nginx.test.com:/root/elk
    [root@elk elk]# scp /etc/pki/tls/certs/logstash-forwarder.crt rsyslog.test.com:/root/elk
    [root@elk elk]# scp /etc/pki/tls/certs/logstash-forwarder.crt nginx.test.com:/root/elk

    四、客户端部署filebeat(在rsyslog、nginx客户端上操作)

      

      filebeat客户端是一个轻量级的,从服务器上的文件收集日志资源的工具,这些日志转发到处理到Logstash服务器上。该Filebeat客户端使用安全的Beats协议与Logstash实例通信。lumberjack协议被设计为可靠性和低延迟。Filebeat使用托管源数据的计算机的计算资源,并且Beats输入插件尽量减少对Logstash的资源需求。

    4.1.(node1)安装filebeat,拷贝证书,创建收集日志配置文件

    [root@rsyslog elk]# yum localinstall filebeat-1.2.3-x86_64.rpm -y
    #拷贝证书到本机指定目录中
    [root@rsyslog elk]# cp logstash-forwarder.crt /etc/pki/tls/certs/.
    [root@rsyslog elk]# cd /etc/filebeat/
    [root@rsyslog filebeat]# tree
    .
    ├── conf.d
    │   ├── authlogs.yml
    │   └── syslogs.yml
    ├── filebeat.template.json
    └── filebeat.yml
    
    1 directory, 4 files

    修改的文件有3个,filebeat.yml,是定义连接logstash 服务器的配置。conf.d目录下的2个配置文件是自定义监控日志的,下面看下各自的内容:

    filebeat.yml

    [root@rsyslog filebeat]# cat filebeat.yml 
    filebeat:
      spool_size: 1024
      idle_timeout: 5s
      registry_file: .filebeat
      config_dir: /etc/filebeat/conf.d
    output:
      logstash:
        hosts:
        - elk.test.com:5000
        tls:
          certificate_authorities: ["/etc/pki/tls/certs/logstash-forwarder.crt"]
        enabled: true
    shipper: {}
    logging: {}
    runoptions: {}
    View Code

    authlogs.yml  & syslogs.yml

    [root@rsyslog filebeat]# cat conf.d/authlogs.yml 
    filebeat:
      prospectors:
        - paths:
          - /var/log/secure
          encoding: plain
          fields_under_root: false
          input_type: log
          ignore_older: 24h
          document_type: syslog-beat
          scan_frequency: 10s
          harvester_buffer_size: 16384
          tail_files: false
          force_close_files: false
          backoff: 1s
          max_backoff: 1s
          backoff_factor: 2
          partial_line_waiting: 5s
          max_bytes: 10485760
    
    [root@rsyslog filebeat]# cat conf.d/syslogs.yml                     
    filebeat:
      prospectors:
        - paths:
          - /var/log/messages
          encoding: plain
          fields_under_root: false
          input_type: log
          ignore_older: 24h
          document_type: syslog-beat
          scan_frequency: 10s
          harvester_buffer_size: 16384
          tail_files: false
          force_close_files: false
          backoff: 1s
          max_backoff: 1s
          backoff_factor: 2
          partial_line_waiting: 5s
          max_bytes: 10485760
    View Code

    修改完成后,启动filebeat服务

    [root@rsyslog filebeat]# service filebeat start
    Starting filebeat:                                         [  OK  ]
    [root@rsyslog filebeat]# chkconfig filebeat on
    
    [root@rsyslog filebeat]# netstat -altp
    Active Internet connections (servers and established)
    Proto Recv-Q Send-Q Local Address               Foreign Address             State       PID/Program name   
    tcp        0      0 localhost:25151             *:*                         LISTEN      6230/python2        
    tcp        0      0 *:ssh                       *:*                         LISTEN      5509/sshd           
    tcp        0      0 localhost:ipp               *:*                         LISTEN      1053/cupsd          
    tcp        0      0 localhost:smtp              *:*                         LISTEN      1188/master         
    tcp        0      0 rsyslog.test.com:51155      elk.test.com:commplex-main  ESTABLISHED 7443/filebeat       
    tcp        0     52 rsyslog.test.com:ssh        192.168.30.65:10580         ESTABLISHED 7164/sshd           
    tcp        0      0 *:ssh                       *:*                         LISTEN      5509/sshd           
    tcp        0      0 localhost:ipp               *:*                         LISTEN      1053/cupsd          
    tcp        0      0 localhost:smtp              *:*                         LISTEN      1188/master

    如果连接不上,状态不正常的话,检查下客户端的防火墙。

    4.2. (node2)安装filebeat,拷贝证书,创建收集日志配置文件

    [root@nginx elk]# yum localinstall filebeat-1.2.3-x86_64.rpm -y
    [root@nginx elk]# cp logstash-forwarder.crt /etc/pki/tls/certs/.
    [root@nginx elk]# cd /etc/filebeat/
    [root@nginx filebeat]# tree
    .
    ├── conf.d
    │   ├── nginx.yml
    │   └── syslogs.yml
    ├── filebeat.template.json
    └── filebeat.yml
    
    1 directory, 4 files

    修改filebeat.yml 内容如下:

    [root@rsyslog filebeat]# cat filebeat.yml 
    filebeat:
      spool_size: 1024
      idle_timeout: 5s
      registry_file: .filebeat
      config_dir: /etc/filebeat/conf.d
    output:
      logstash:
        hosts:
        - elk.test.com:5000
        tls:
          certificate_authorities: ["/etc/pki/tls/certs/logstash-forwarder.crt"]
        enabled: true
    shipper: {}
    logging: {}
    runoptions: {}
    View Code

    syslogs.yml & nginx.yml

    [root@nginx filebeat]# cat conf.d/syslogs.yml 
    filebeat:
      prospectors:
        - paths:
          - /var/log/messages
          encoding: plain
          fields_under_root: false
          input_type: log
          ignore_older: 24h
          document_type: syslog-beat
          scan_frequency: 10s
          harvester_buffer_size: 16384
          tail_files: false
          force_close_files: false
          backoff: 1s
          max_backoff: 1s
          backoff_factor: 2
          partial_line_waiting: 5s
          max_bytes: 10485760
    
    [root@nginx filebeat]# cat conf.d/nginx.yml 
    filebeat:
      prospectors:
        - paths:
          - /var/log/nginx/access.log
          encoding: plain
          fields_under_root: false
          input_type: log
          ignore_older: 24h
          document_type: syslog-beat
          scan_frequency: 10s
          harvester_buffer_size: 16384
          tail_files: false
          force_close_files: false
          backoff: 1s
          max_backoff: 1s
          backoff_factor: 2
          partial_line_waiting: 5s
          max_bytes: 10485760
    View Code

    修改完成后,启动filebeat服务,并检查filebeat进程

    [root@nginx filebeat]# service filebeat start
    Starting filebeat:                                         [  OK  ]
    [root@nginx filebeat]# chkconfig filebeat on
    
    [root@nginx filebeat]# netstat -aulpt
    Active Internet connections (servers and established)
    Proto Recv-Q Send-Q Local Address               Foreign Address             State       PID/Program name   
    tcp        0      0 *:ssh                       *:*                         LISTEN      1076/sshd           
    tcp        0      0 localhost:smtp              *:*                         LISTEN      1155/master         
    tcp        0      0 *:http                      *:*                         LISTEN      1446/nginx          
    tcp        0     52 nginx.test.com:ssh          192.168.30.65:11690         ESTABLISHED 1313/sshd           
    tcp        0      0 nginx.test.com:49500        elk.test.com:commplex-main  ESTABLISHED 1515/filebeat       
    tcp        0      0 nginx.test.com:ssh          192.168.30.65:6215          ESTABLISHED 1196/sshd           
    tcp        0      0 nginx.test.com:ssh          192.168.30.65:6216          ESTABLISHED 1200/sshd           
    tcp        0      0 *:ssh                       *:*                         LISTEN      1076/sshd 

    通过上面可以看出,客户端filebeat进程已经和 elk 服务器连接了。下面去验证。

    五、验证,访问kibana http://192.168.30.67

    5.1 设置下

    查看下两台机器的系统日志:node1的

    node2的nginx 访问日志

    六、体验

      之前在学习rsyslog +LogAnalyzer,然后又学了这个之后,发现elk 不管从整体系统,还是体验都是不错的,而且更新快。后续会继续学习,更新相关的监控过滤日志方法,日志分析,以及使用kafka 来进行存储的架构。

    本文章属于原创,如果觉得有价值,转载时请注明出处。谢谢

    参考网站:https://www.elastic.co/products/elasticsearch

         https://www.elastic.co/downloads

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  • 原文地址:https://www.cnblogs.com/hanyifeng/p/5509985.html
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