Linux操作文档——ELK日志分析系统
文章目录
| 软件 | 说明 | 参考文档 |
|---|---|---|
| Elasticsearch | 数据库,存储数据 | 官方参考文档 |
| logstash | 日志收集,过滤数据 | 官方参考文档 |
| kibana | 分析,过滤,展示 | 官方参考文档 |
| filebeat | 收集日志,传输到ES或logstash | 官方参考文档 |
一、部署Elasticsearch软件
1、安装 Elasticsearch 软件
[root@node-1 ~]# mkdir /data/soft
[root@node-1 ~]# cd /data/soft/
[root@node-1 soft]# wget https://mirrors.tuna.tsinghua.edu.cn/elasticstack/6.x/yum/6.6.0/elasticsearch-6.6.0.rpm
[root@node-1 soft]# wget https://mirrors.tuna.tsinghua.edu.cn/elasticstack/6.x/yum/6.6.0/filebeat-6.6.0-x86_64.rpm
[root@node-1 soft]# wget https://mirrors.tuna.tsinghua.edu.cn/elasticstack/6.x/yum/6.6.0/kibana-6.6.0-x86_64.rpm
[root@node-1 soft]# wget https://mirrors.tuna.tsinghua.edu.cn/elasticstack/6.x/yum/6.6.0/logstash-6.6.0.rpm
[root@node-1 ~]# yum -y install elasticsearch-6.6.0.rpm
[root@node-1 ~]# vim /etc/elasticsearch/elasticsearch.yml
node.name: node-1 //群集中本机节点名
path.data: /data/elasticsearch //数据目录
path.logs: /var/log/elasticsearch //日志目录
bootstrap.memory_lock: true //锁定内存
network.host: 192.168.1.10,127.0.0.1 //监听的ip地址
http.port: 9200 //端口号
[root@node-1 ~]# mkdir -p /data/elasticsearch //创建数据目录
[root@node-1 ~]# chown -R elasticsearch.elasticsearch /data/elasticsearch/ //修改权限
[root@node-1 ~]# vim /etc/elasticsearch/jvm.options //分配锁定内存
-Xms1g //分配最小内存
-Xmx1g //分配最大内存,官方推荐为物理内存的一半,但最大为32G
[root@node-1 ~]# systemctl edit elasticsearch //修改锁定内存后,无法重启,解决方法
[Service]
LimitMEMLOCK=infinity //F2保存退出
[root@node-1 ~]# systemctl daemon-reload
[root@node-1 ~]# systemctl restart elasticsearch
2、添加elasticsearch群集
[root@node-2 ~]# vim /etc/elasticsearch/elasticsearch.yml
node.name: node-1
path.data: /data/elasticsearch
path.logs: /var/log/elasticsearch
bootstrap.memory_lock: true
network.host: 192.168.1.20,127.0.0.1
http.port: 9200
discovery.zen.ping.unicast.hosts: ["192.168.1.10", "192.168.1.20"] //主节点,工作节点
discovery.zen.minimum_master_nodes: 2 //添加的值=节点数/2 + 1
3、常见群集管理监控命令
[root@node-1 ~]# curl -XPUT '192.168.1.10:9200/vipinfo/users/1?pretty&pretty' -H 'Content-Type: application/json' -d '{"name": "guofucheng","age": "45","job": "mingxing"}' //创建索引
[root@node-1 ~]# curl -XGET '192.168.1.10:9200/_cat/indices?pretty' //查看索引信息
[root@node-1 ~]# curl -XGET '192.168.1.10:9200/_cluster/health?pretty' //查看群集健康状态
[root@node-1 ~]# curl -XGET '192.168.1.10:9200/_cat/nodes?human&pretty' //统计群集节点
[root@node-1 ~]# curl -XGET '192.168.1.10:9200/_nodes/_all/info/jvm.process?human&pretty' //查看群集所有节点详细信息
二、安装Elasticsearch-head插件
1、本机安装
[root@node-1 ~]# git clone https://github.com/mobz/elasticsearch-head.git
[root@node-1 ~]# yum -y install epel-release
[root@node-1 ~]# yum -y install nodejs npm
[root@node-1 ~]# cd elasticsearch-head/
[root@node-1 elasticsearch-head]# cnpm install
[root@node-1 elasticsearch-head]# cd _site/
[root@node-1 _site]# vim app.js
#原代码为this.base_uri = this.config.base_uri;
this.base_uri = this.config.base_uri || this.prefs.get("app-base_uri") || "http://192.168.1.10:9200";
[root@node-1 ~]# vim /etc/elasticsearch/elasticsearch.yml
http.cors.enabled: true
http.cors.allow-origin: "*"
[root@node-1 ~]# cd elasticsearch-head/
[root@node-1 elasticsearch-head]# node_modules/grunt/bin/grunt server &
2、浏览器插件安装
下载es-head插件,https://github.com/mobz/elasticsearch-head
下载后,解压,复制crx目录下es-head.crx到桌面
改名es-head.crx为es-head.crx.zip
解压es-head.crx.zip到es-head.crx目录,把目录es-head.crx,上传到谷歌浏览器开发工具–扩展程序里
三、构建es+kibana+filebeat架构(小型)
1、安装kibana
[root@node-1 ~]# cd /data/soft
[root@node-1 soft]# rpm -ivh kibana-6.6.0-x86_64.rpm
[root@node-1 ~]# vim /etc/kibana/kibana.yml
server.port: 5601
server.host: "192.168.1.10"
server.name: "node-1" //所在主机的主机名
elasticsearch.hosts: ["http://192.168.1.10:9200"] //es服务器的ip,便于接收日志数据
[root@node-1 ~]# systemctl start kibana
2、安装filebeat
[root@node-1 ~]# cd /data/soft
[root@node-1 soft]# rpm -ivh filebeat-6.6.0-x86_64.rpm
[root@node-1 soft]# vim /etc/filebeat/filebeat.yml
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/nginx/access.log
output.elasticsearch:
hosts: ["192.168.1.10:9200"]
[root@node-1 soft]# systemctl start filebeat
3、修改日志格式为json
[root@node-1 ~]# yum -y install epel-release
[root@node-1 ~]# yum -y install nginx httpd-tools //安装nginx,httpd-tools
[root@node-1 ~]# systemctl start nginx
[root@node-1 ~]# vim /etc/nginx/nginx.conf
http { //添加在http {}内
log_format main '$remote_addr - $remote_user [$time_local] "$request" '
'$status $body_bytes_sent "$http_referer" '
'"$http_user_agent" "$http_x_forwarded_for"';
log_format log_json '{ "@timestamp": "$time_local", '
'"remote_addr": "$remote_addr", '
'"referer": "$http_referer", '
'"request": "$request", '
'"status": $status, '
'"bytes": $body_bytes_sent, '
'"agent": "$http_user_agent", '
'"x_forwarded": "$http_x_forwarded_for", '
'"up_addr": "$upstream_addr",'
'"up_host": "$upstream_http_host",'
'"up_resp_time": "$upstream_response_time",'
'"request_time": "$request_time"'
' }';
access_log /var/log/nginx/access.log log_json;
[root@node-1 ~]# vim /etc/filebeat/filebeat.yml //配置access.log和error.log分开
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/nginx/access.log
json.keys_under_root: true
json.overwrite_keys: true
tags: ["access"]
- type: log
enabled: true
paths:
- /var/log/nginx/error.log
tags: ["error"]
output.elasticsearch:
# Array of hosts to connect to.
hosts: ["192.168.1.10:9200"]
#index: "nginx-%{[beat.version]}-%{+yyyy.MM}"
indices:
- index: "nginx-access-%{[beat.version]}-%{+yyyy.MM}"
when.contains:
tags: "access"
- index: "nginx-error-%{[beat.version]}-%{+yyyy.MM}"
when.contains:
tags: "error"
setup.template.name: "nginx"
setup.template.patten: "nginx-*"
setup.template.enabled: false
setup.template.overwrite: true
[root@node-1 ~]# ab -n 100 -c 20 http://192.168.1.10/ //使用ab压力测试工具测试访问
[root@node-1 ~]# tail -1 /var/log/nginx/access.log
{ "@timestamp": "05/Aug/2020:21:18:15 +0800", "remote_addr": "192.168.1.10", "referer": "-", "request": "GET / HTTP/1.0", "status": 200, "bytes": 4833, "agent": "ApacheBench/2.3", "x_forwarded": "-", "up_addr": "-","up_host": "-","up_resp_time": "-","request_time": "0.000" }
四、构建filebeat+redis+logstash+es+kibana架构(大型)
1、安装redis
[root@node-1 ~]# mkdir -p /opt/redis_cluster/redis_6379/{conf,logs,pid}
[root@node-1 ~]# cd /data/soft/
[root@node-1 soft]# wget http://download.redis.io/releases/redis-5.0.7.tar.gz
[root@node-1 soft]# tar xf redis-5.0.7.tar.gz -C /opt/redis_cluster/
[root@node-1 soft]# ln -s /opt/redis_cluster/redis-5.0.7 /opt/redis_cluster/redis
[root@node-1 soft]# cd /opt/redis_cluster/redis
[root@node-1 redis]# make && make install
[root@node-1 redis]# vim /opt/redis_cluster/redis_6379/conf/6379.conf
bind 127.0.0.1 192.168.1.10
port 6379
daemonize yes
pidfile /opt/redis_cluster/redis_6379/pid/redis_6379.pid
logfile /opt/redis_cluster/redis_6379/logs/redis_6379.log
databases 16
dbfilename redis.rdb
dir /opt/redis_cluster/redis_6379
[root@node-1 redis]# redis-server /opt/redis_cluster/redis_6379/conf/6379.conf
2、修改filebeat配置文件,output给redis
[root@node-1 ~]# vim /etc/filebeat/filebeat.yml
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/nginx/access.log
json.keys_under_root: true
json.overwrite_keys: true
tags: ["access"]
- type: log
enabled: true
paths:
- /var/log/nginx/error.log
tags: ["error"]
setup.template.settings:
index.number_of_shards: 3
setup.kibana:
output.redis:
hosts: ["192.168.1.10"]
key: "filebeat"
db: 0
timeout: 5
[root@node-1 ~]# systemctl restart filebeat
[root@node-1 ~]# ab -n 100 -c 20 http://192.168.1.10/ //使用ab压力测试工具测试访问
[root@node-1 ~]# redis-cli //登录
127.0.0.1:6379> keys * //列出所有键
1) "filebeat"
127.0.0.1:6379> type filebeat //filebeat为键值名
list
127.0.0.1:6379> LLEN filebeat //查看list长度
(integer) 100
127.0.0.1:6379> LRANGE filebeat 0 -1 //查看list所有内容
1) "{\"@timestamp\":\"2020-08-05T13:53:57.104Z\",\"@metadata\":{\"beat\":\"filebeat\",\"type\":\"doc\",\"version\":\"6.6.0\"},\"up_resp_time\":\"-\",\"source\":\"/var/log/nginx/access.log\",\"error\":{\"message\":\"@timestamp not overwritten (parse error on 05/Aug/2020:21:53:49 +0800)\",\"type\":\"json\"},\"input\":{\"type\":\"log\"},\"host\":{\"name\":\"node-1\"},\"agent\":\"ApacheBench/2.3\",\"up_host\":\"-\",\"remote_addr\":\"192.168.1.10\",\"bytes\":4833,\"prospector\":{\"type\":\"log\"},\"log\":{\"file\":{\"path\":\"/var/log/nginx/access.log\"}},\"request\":\"GET / HTTP/1.0\",\"request_time\":\"0.000\",\"tags\":[\"access\"],\"beat\":{\"version\":\"6.6.0\",\"name\":\"node-1\",\"hostname\":\"node-1\"},\"up_addr\":\"-\",\"x_forwarded\":\"-\",\"offset\":82800,\"referer\":\"-\",\"status\":200}"
......
3、安装logstash,收集redis的日志,提交给es
[root@node-1 ~]# cd /data/soft/
[root@node-1 soft]# rpm -ivh logstash-6.6.0.rpm
[root@node-1 ~]# vim /etc/logstash/conf.d/redis.conf //实现access和error日志分离
input {
redis {
host => "192.168.1.10"
port => "6379"
db => "0"
key => "filebeat"
data_type => "list"
}
}
filter {
mutate {
convert => ["upstream_time","float"]
convert => ["request_time","float"]
}
}
output {
stdout {}
if "access" in [tags] {
elasticsearch {
hosts => ["http://192.168.1.10:9200"]
index => "nginx_access-%{+YYYY.MM.dd}"
manage_template => false
}
}
if "error" in [tags] {
elasticsearch {
hosts => ["http://192.168.1.10:9200"]
index => "nginx_error-%{+YYYY.MM.dd}"
manage_template => false
}
}
}
[root@node-1 ~]# /usr/share/logstash/bin/logstash -f /etc/logstash/conf.d/redis.conf //启动logstash
五、kibana使用
访问:http://IP:5601

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