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Linux-ELK日志收集

1.ELK簡介

ELK是三個開源軟體的縮寫,分别表示:Elasticsearch , Logstash, Kibana , 它們都是開源軟體。新增了一個FileBeat,它是一個輕量級的日志收集處理工具(Agent),Filebeat占用資源少,适合于在各個伺服器上搜集日志後傳輸給Logstash,官方也推薦此工具。

Elasticsearch是個開源分布式搜尋引擎,提供搜集、分析、存儲資料三大功能。它的特點有:分布式,零配置,自動發現,索引自動分片,索引副本機制,restful風格接口,多資料源,自動搜尋負載等。

Logstash 主要是用來日志的搜集、分析、過濾日志的工具,支援大量的資料擷取方式。一般工作方式為c/s架構,client端安裝在需要收集日志的主機上,server端負責将收到的各節點日志進行過濾、修改等操作在一并發往elasticsearch上去。

Kibana 也是一個開源和免費的工具,Kibana可以為 Logstash 和 ElasticSearch 提供的日志分析友好的 Web 界面,可以幫助彙總、分析和搜尋重要資料日志。

Filebeat隸屬于Beats。目前Beats包含四種工具:

                        1.Packetbeat(搜集網絡流量資料)

                        2.Topbeat(搜集系統、程序和檔案系統級别的 CPU 和記憶體使用情況等資料)

                        3.Filebeat(搜集檔案資料)

                        4.Winlogbeat(搜集 Windows 事件日志資料)

2.elk架構

Linux-ELK日志收集

3.環境準備

名稱 IP
es01 10.0.0.267
es02 10.0.0.268
web01 10.0.0.269

4.搭建elk

4.1關閉防火牆和selinux
systemctl stop firewalld 
systemctl disable firewalld
sed -i \'s/=enforcing/=disabled/g\' /etc/selinux/config
setenforce 0      
4.2配置yum源
[[email protected] ~]# cd /etc/yum.repos.d/
[[email protected] ~]# wget http://mirrors.aliyun.com/repo/Centos-7.repo      
4.3在es01和es02上,安裝jdk
[[email protected] /elk_soft]# yum install java-1.8.0-openjdk -y      
4.4在es01和es02上,上傳軟體到指定目錄,進入目錄安裝elasticsearch
[[email protected] ~]# cd /elk_soft/
[[email protected] /elk_soft]# ls
elasticsearch-6.4.1.rpm  kibana-6.4.1-x86_64.rpm  logstash-6.4.1.rpm
[[email protected] /elk_soft]# yum localinstall elasticsearch-6.4.1.rpm -y      
4.5在es01和es02上,修改elasticsearch配置檔案
[[email protected] /elk_soft]# vim /etc/elasticsearch/elasticsearch.yml
cluster.name: my-cluster        #叢集名稱
node.name: es02                 #節點名稱
path.data: /var/lib/elasticsearch     #存放資料的目錄(如果修改将目錄的屬組屬主改為elasticearch)
path.logs: /var/log/elasticsearch     #日志目錄(如果修改将目錄的屬組屬主改為elasticearch) 
network.host: 10.0.0.238        #本機IP位址
http.port: 9200                 #預設端口
discovery.zen.ping.unicast.hosts: ["10.0.0.237", "10.0.0.238"]       #叢集中每個node的IP位址
#在配置檔案倒數第二行加入,如果不添加是不能發現别的主機,隻能發現自己
http.cors.enabled: true
http.cors.allow-origin: "*"      
4.6啟動elasticearch服務
[[email protected] /elk_soft]# systemctl start elasticsearch.service 
[[email protected] /elk_soft]# systemctl enable elasticsearch.service 
[[email protected] /elk_soft]# netstat -lntup 
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      6141/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      6222/master         
tcp6       0      0 10.0.0.237:9200         :::*                    LISTEN      8998/java           
tcp6       0      0 10.0.0.237:9300         :::*                    LISTEN      8998/java       
4.7測試
Linux-ELK日志收集

5.安裝head插件來管理叢集

5.1在es01上安裝head插件,配置epel源
wget http://mirrors.aliyun.com/repo/epel-7.repo      
5.2安裝nodejs,npm,openssl,screen
[[email protected] ~]# yum install nodejs npm openssl screen -y      
5.3檢視版本資訊
[[email protected] ~]# node -v
v6.17.1
[[email protected] ~]# npm -v
3.10.10      
5.4安裝cnpm
[[email protected] ~]# npm install -g cnpm --registry=https://registry.npm.taobao.org      
5.5安裝Git工具,把elasticearch-head下面的檔案克隆到本地
[[email protected] ~]# yum install git -y
[[email protected] ~]# cd /opt/
[[email protected] /opt]# git clone git://github.com/mobz/elasticsearch-head.git
[[email protected] /opt]# cd elasticsearch-head/
[[email protected] /opt/elasticsearch-head]# ls
crx                elasticsearch-head.sublime-project  index.html    plugin-descriptor.properties  _site
Dockerfile         Gruntfile.js                        LICENCE       proxy                         src
Dockerfile-alpine  grunt_fileSets.js                   package.json  README.textile                test
[[email protected] /opt/elasticsearch-head]# cnmp install 
[[email protected] /opt/elasticsearch-head]# screen -S es-head   #切屏指令
[[email protected] /opt/elasticsearch-head]# cnpm run start

> [email protected] start /opt/elasticsearch-head
> grunt server

Running "connect:server" (connect) task
Waiting forever...
Started connect web server on http://localhost:9100
###Ctrl+A+D  #切換快捷鍵  背景運作程式      
5.6如果正常啟動,開啟的端口是9100,可以在浏覽器中輸入http://10.0.0.237:9100通路,如下圖所示:
Linux-ELK日志收集
5.7叢集的三種健康狀态
  • 綠色:表示叢集健康
  • 黃色:表示亞健康狀态,勉強可以運作
  • 紅色:表示已經很危險,有可能資料已經丢失

6.elasticearch資料庫操作

6.1查入三條資料
curl -XPUT \'10.0.0.237:9200/megacorp/employee/1?pretty\' -H \'Content-Type: application/json\' -d\'
    {
        "first_name" : "Li",
        "last_name": "si",
        "age" : 28,
        "about" : "I love cat", "interests": [ "swimming" ]
    }
\'
curl -XPUT \'10.0.0.237:9200/megacorp/employee/2?pretty\' -H \'Content-Type: application/json\' -d\'
    {
        "first_name" : "Zhang",
        "last_name": "san",
        "age" : 22,
        "about" : "I love dog", "interests": [ "swimming" ]
    }
    \'
curl -XPUT \'10.0.0.237:9200/megacorp/employee/3?pretty\' -H \'Content-Type: application/json\' -d\'
    {
        "first_name" : "Wang",
        "last_name": "wu",
        "age" : 30,
        "about" : "I love beautiful girl", "interests": [ "swimming" ]
    }
    \'      
6.2資料插入成功後可以通過資料浏覽來檢視
Linux-ELK日志收集
6.3索引介紹
es資料庫 mysql資料庫
index(索引) database(資料庫)
type (類型) tables(資料庫中的表)
id (id号) 對應表中的字段
6.4如何查詢一條資料
[[email protected] /opt/elasticsearch-head]# curl -XGET \'10.0.0.237:9200/megacorp/employee/1?pretty\'
{
  "_index" : "megacorp",
  "_type" : "employee",
  "_id" : "1",
  "_version" : 1,
  "found" : true,
  "_source" : {
    "first_name" : "Li",
    "last_name" : "si",
    "age" : 28,
    "about" : "I love cat",
    "interests" : [
      "swimming"
    ]
  }
}      
6.5如何删除一條資料
[[email protected] /opt/elasticsearch-head]#  curl -XDELETE \'10.0.0.237:9200/megacorp/employee/1?pretty\'
{
  "_index" : "megacorp",
  "_type" : "employee",
  "_id" : "1",
  "_version" : 2,
  "result" : "deleted",
  "_shards" : {
    "total" : 2,
    "successful" : 2,
    "failed" : 0
  },
  "_seq_no" : 1,
  "_primary_term" : 1
}      
6.6如何建立索引
[[email protected] /opt/elasticsearch-head]# curl -XPUT \'10.0.0.237:9200/student_message?pretty\'
{
  "acknowledged" : true,
  "shards_acknowledged" : true,
  "index" : "student_message"
}      
Linux-ELK日志收集
6.7建立一個索引為my_temp_index,分片為2,副本為1
curl -XPUT \'10.0.0.237:9200/my_temp_index?pretty\' -H \'Content-Type: application/json\' -d\' {
"settings": {
        "number_of_shards" : 2,
        "number_of_replicas" : 1
    }
}
\'      
Linux-ELK日志收集

7.kibana安裝配置

7.1在es01上安裝kibana
[[email protected] /elk_soft]# yum localinstall kibana-6.4.1-x86_64.rpm -y      
7.2修改配置檔案
[[email protected] /elk_soft]# vim /etc/kibana/kibana.yml 
server.port: 5601                    #服務監聽端口
server.host: "10.0.0.237"            #服務IP位址 
elasticsearch.url: "http://10.0.0.237:9200"         #elasticsearch的位址
elasticsearch.pingTimeout: 30000000
logging.dest: stdout      #如果指定日志存儲路徑,需要修改檔案的所有者及所屬組      
7.3開啟kibana服務,并設定開機自啟
[[email protected] /elk_soft]# systemctl start kibana.service 
[[email protected] /elk_soft]# systemctl enable kibana.service
[[email protected] /elk_soft]# ss -lnt
State      Recv-Q Send-Q             Local Address:Port                            Peer Address:Port              
LISTEN     0      128                            *:9100                                       *:*                  
LISTEN     0      128                            *:22                                         *:*                  
LISTEN     0      100                    127.0.0.1:25                                         *:*                  
LISTEN     0      128                   10.0.0.237:5601                                       *:*           
7.4通路測試
Linux-ELK日志收集

8.在web01上安裝nginx+logstash

8.1配置nginx的yum源,安裝nginx
[[email protected] /etc/yum.repos.d]# vim /etc/yum.repos.d/nginx.repo
[nginx]
name=nginx repo
baseurl=http://nginx.org/packages/centos/7/$basearch/
gpgcheck=0
enabled=1
[[email protected] ~]# yum install nginx -y      
8.2修改nginx配置檔案
[[email protected] ~]# vim /etc/nginx/conf.d/elk.conf
server {
      listen 80;
      server_name elk.test.com;
      location / {
          proxy_pass      http://10.0.0.237:5601;
          proxy_set_header Host   $host;
          proxy_set_header X-Real-IP      $remote_addr;
          proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
      }
#      access_log  /var/log/nginx/elk_access.log main;
}      
8.3修改nginx.conf配置檔案,增加nginx手機json格式的日志檔案
[[email protected] ~]#  vim /etc/nginx/nginx.conf     
log_format access_json \'{"@timestamp":"$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_json;      
8.4啟動nginx
[[email protected] ~]# systemctl start nginx
[[email protected] ~]# systemctl enable nginx      
8.5修改本地解析檔案進行測試
10.0.0.239  elk.tast.com      
Linux-ELK日志收集
8.6安裝jdk
[[email protected] /elk_soft]# yum install java-1.8.0-openjdk -y      
8.7安裝logstash
[[email protected] /elk_soft]# ls
filebeat-6.4.1-x86_64.rpm  logstash-6.4.1.rpm      
8.8修改logstash配置檔案
[[email protected] /elk_soft]# vim /etc/logstash/logstash.yml 
path.data: /var/lib/logstash  #資料存放目錄(如需修改記得修改屬主屬組)
http.host: "10.0.0.239"      #http的IP位址
http.port: 9600              #監聽端口
path.logs: /var/log/logstash   #日志存放目錄(如需修改記得修改屬主屬組)      
8.9在/etc/logstash/conf.d/下新增nginx_access.conf檔案
[[email protected] ~]# vim /etc/logstash/conf.d/nginx_access.conf
input {
  file {
    path => "/var/log/nginx/access_json.log"
    start_position => "end"
    type => "nginx_access"
    codec => json
  }
}

output {
    elasticsearch {
      hosts => ["10.0.0.237:9200"]
      index => "nginx_access-%{+YYYY.MM.dd}"
   }
}      
9.0啟動logstash,并設定開機自啟
[[email protected] /etc/logstash]# sudo /usr/share/logstash/bin/system-install /etc/logstash/startup.options systemd
Using provided startup.options file: /etc/logstash/startup.options
Manually creating startup for specified platform: systemd
Successfully created system startup script for Logstash
[[email protected] /etc/logstash]# systemctl start logstash
[[email protected] /etc/logstash]# systemctl enable logstash      
9.1如果elasticearch沒收集到nginx日志,重新開機一下elasticearch服務
[[email protected] /elk_soft]# systemctl restart elasticsearch.service      
9.2.kibana平台展示所收到的日志資訊

9.2.1首先添加一個索引模式

Linux-ELK日志收集
Linux-ELK日志收集

9.2.2添加成功

Linux-ELK日志收集
Linux-ELK日志收集

9.2.3添加一個餅狀圖

Linux-ELK日志收集
Linux-ELK日志收集
Linux-ELK日志收集

9.2.4建立排班表

Linux-ELK日志收集

9.2.5通過dashboard進行詳細展示

Linux-ELK日志收集
Linux-ELK日志收集

9.通過rdis安裝部署新的架構

Linux-ELK日志收集

9.1停掉web01上的logstash服務

[[email protected] ~]# systemctl stop logstash.service       

9.2在web01上安裝filebeat

[[email protected] /elk_soft]# yum localinstall filebeat-6.4.1-x86_64.rpm  -y      

9.3修改filebeat配置檔案

24   enabled: true
 27   paths:
 28     - /var/log/nginx/access_json.log
##配置檔案最後添加  
  output.redis:
   hosts: ["10.0.0.237"]    #資料要發給的主機
   port: 6379               #Redis的端口
   key: "nginx-log"         #日志類型
   db: 0                    #兩端要一樣
   timeout: 5               #逾時時間5秒         

9.4啟動filebeat服務

[[email protected] ~]# systemctl start filebeat.service 
[[email protected] ~]# systemctl enable filebeat.service       

9.5在es01上安裝Redis

[[email protected] ~]# yum install redis -y      

9.6修改Redis配置檔案

[[email protected] ~]# vim /etc/redis.conf 
  61 bind 10.0.0.237       #redis本機ip位址
  port 6379                #redis預設端口
  128 daemonize yes        #開啟守護程序      

9.7啟動Redis

[[email protected] ~]# systemctl start redis 
[[email protected] ~]# systemctl enable redis
[[email protected] ~]# redis-cli -h 10.0.0.237
10.0.0.237:6379>       

9.8檢查Redis是否取到日志

10.0.0.237:6379> keys *
1) "nginx-log"
10.0.0.237:6379> info keyspace
# Keyspace
db0:keys=1,expires=0,avg_ttl=0      

9.8在es01上安裝logstash

[[email protected] /elk_soft]# yum localinstall logstash-6.4.1.rpm  -y      

10修改logstash的配置檔案

http.host: "10.0.0.237"      #http的IP位址
http.port: 9600              #監聽端口      

11在/etc/logstash/conf.d/下新增redis_input.conf檔案

[[email protected] /etc/logstash/conf.d]# vim redis_input.conf
input {

  redis {
        host => "10.0.0.237"
        port => "6379"
        db => "0"
        data_type => "list"
        key => "nginx-log"
   }


}
output {
    stdout { codec => rubydebug }
    elasticsearch {
        hosts => ["10.0.0.237:9200"]
        index => "nginx-redis-%{+YYYY.MM.dd}"
  }
}      

12啟動logstash

[[email protected] /etc/logstash/conf.d]# /usr/share/logstash/bin/system-install /etc/logstash/startup.options systemd
[[email protected] /etc/logstash/conf.d]# systemctl start logstash
[[email protected] /etc/logstash/conf.d]# systemctl enable logstash      

13kibana展示

Linux-ELK日志收集