1. ELK日志分析

一、ELK作用、组件

1、作用

统一日志搜集、分析

2、核心组件

2.1 beat软件

部署在业务服务器的客户端agent， 用于让ELK联系beat采用日志
典型beat软件:
1、topbeat， 适用于搜集系统日志
2、filebeat， 适用于搜集应用级别日志
3、winbeat， 适用于windows日志
4、packetbeat， 适用于网络设备的日志

2.1 Logstash

日志过滤器，做日志过滤功能

2.2 Elasticsearch

简称es， 分布式搜索引擎，负责日志数据的存储、搜索功能

2.3 Kibana

提供webUI，可视化功能

二、ELK部署、测试

1、环境规划

192.168.140.10 es-master.linux.com jdk/elasticsearch/kibana/logstash
192.168.140.11 es-node01.linux.com jdk/elasticsearch
192.168.140.12 es-node02.linux.com jdk/elasticsearch
192.168.140.13 web_server.linux.com httpd/filebeat

2、确保SELinux关闭、时间同步

3、所有主机添加主机名解析

[root@es-master ~]# cat /etc/hosts
127.0.0.1   localhost localhost.localdomain localhost4 localhost4.localdomain4
::1         localhost localhost.localdomain localhost6 localhost6.localdomain6192.168.140.10	es-master.linux.com	es-master
192.168.140.11	es-node01.linux.com	es-node01
192.168.140.12	es-node02.linux.com	es-node02
192.168.140.13	web.linux.com	web

4、三台ES主机安装jdk 1.15

[root@es-master ~]# tar xf jdk-15.0.2_linux-x64_bin.tar.gz -C /usr/local/[root@es-master ~]# vim /etc/profile
export JAVA_HOME=/usr/local/jdk-15.0.2
export PATH=$PATH:$JAVA_HOME/bin[root@es-master ~]# source /etc/profile[root@es-master ~]# java -version
java version "15.0.2" 2021-01-19
Java(TM) SE Runtime Environment (build 15.0.2+7-27)
Java HotSpot(TM) 64-Bit Server VM (build 15.0.2+7-27, mixed mode, sharing)

5、调整系统资源限制

[root@es-master ~]# vim /etc/security/limits.conf
* soft nofile 65536 
* hard nofile 65536
* soft noproc 2048
* hard noproc 4096nofile：系统允许的最大文件描述符数量
noproc：系统允许的最大进程数

[root@es-master ~]# vim /etc/sysctl.conf 
vm.max_map_count = 262144
fs.file-max = 655360[root@es-master ~]# sysctl -p

6、部署es集群

6.1 创建普通用户elk、安装es软件

[root@es-master ~]# useradd elk[root@es-master ~]# mkdir -p /app/elk[root@es-master ~]# tar xf elasticsearch-7.6.2-linux-x86_64.tar.gz -C /app/elk/
[root@es-master ~]# chown -R elk.elk /app/elk/

6.2 编辑es的配置文件

es-master:

[root@es-node01 ~]# su - elk
[elk@es-node01 ~]$ mkdir /app/elk/elasticsearch-7.6.2/data

[elk@es-master ~]$ vim /app/elk/elasticsearch-7.6.2/config/elasticsearch.ymlcluster.name: es
node.name: es-master
path.data: /app/elk/elasticsearch-7.6.2/data/
path.logs: /app/elk/elasticsearch-7.6.2/logsnetwork.host: 192.168.140.10
http.port: 9200
transport.tcp.port: 9300discovery.seed_hosts: ["192.168.140.10:9300", "192.168.140.11:9300", "192.168.140.12:9300" ]
cluster.initial_master_nodes: ["192.168.140.10:9300"]node.master: true         // 主节点
node.data: true
node.ingest: false
node.ml: false
cluster.remote.connect: falsehttp.cors.enabled: true
http.cors.allow-origin: true

节点类型说明:

Master node
负责集群自身的管理操作；例如创建索引、添加节点、删除节点
node.master: true

Data node
负责数据读写
建议实际部署时，使用高内存、高硬盘的服务器
node.data: true

Ingest node
预处理节点
负责数据预处理(解密、压缩、格式转换)

Client node
负责路由用户的操作请求
node.master: false
node.data: false

es-node01:

cluster.name: es
node.name: es-node02
path.data: /app/elk/elasticsearch-7.6.2/data
path.logs: /app/elk/elasticsearch-7.6.2/logs
network.host: 192.168.140.11
http.port: 9200
transport.tcp.port: 9300
discovery.seed_hosts: ["192.168.140.10:9300", "192.168.140.11:9300", "192.168.140.12:9300"]
cluster.initial_master_nodes: ["192.168.140.10:9300"]node.master: false
node.data: true             // 数据节点
node.ingest: false
node.ml: false
cluster.remote.connect: falsehttp.cors.enabled: true
http.cors.allow-origin: "*"

es-node02:

cluster.name: es
node.name: es-node01
path.data: /app/elk/elasticsearch-7.6.2/data
path.logs: /app/elk/elasticsearch-7.6.2/logs
network.host: 192.168.140.12
http.port: 9200
transport.tcp.port: 9300
discovery.seed_hosts: ["192.168.140.10:9300", "192.168.140.11:9300", "192.168.140.12:9300"]
cluster.initial_master_nodes: ["192.168.140.10:9300"]node.master: false
node.data: true              // 数据节点
node.ingest: false
node.ml: false
cluster.remote.connect: falsehttp.cors.enabled: true
http.cors.allow-origin: "*"

6.3 启动es集群

[elk@es-node01 ~]$ /app/elk/elasticsearch-7.6.2/bin/elasticsearch -d
[elk@es-node01 ~]$ 
[elk@es-node01 ~]$ 
[elk@es-node01 ~]$ netstat -tunlp | grep java 
(Not all processes could be identified, non-owned process infowill not be shown, you would have to be root to see it all.)
tcp6       0      0 192.168.140.11:9200     :::*                    LISTEN      18675/java          
tcp6       0      0 192.168.140.11:9300     :::*                    LISTEN      18675/java          

6.4 查看es集群状态

C:\Users\admin>curl -X GET "http://192.168.140.11:9200/_cluster/health?pretty"
{"cluster_name" : "es",        // 集群名称"status" : "green",          // 状态，green代表主从均正常、yellow代表主正常、从故障、red代表所有节点均故障"timed_out" : false,"number_of_nodes" : 3,       // 节点数量"number_of_data_nodes" : 3,  // 数据节点数量"active_primary_shards" : 0,"active_shards" : 0,"relocating_shards" : 0,"initializing_shards" : 0,"unassigned_shards" : 0,"delayed_unassigned_shards" : 0,"number_of_pending_tasks" : 0,"number_of_in_flight_fetch" : 0,"task_max_waiting_in_queue_millis" : 0,"active_shards_percent_as_number" : 100.0
}

7、配置logstash

7.1 安装logstash

[root@es-master ~]# tar xf logstash-7.6.2.tar.gz -C /app/elk/[root@es-master ~]# cd /app/elk/logstash-7.6.2/config/
[root@es-master config]# cp logstash-sample.conf logstash.conf

7.2 编辑logstash配置

[root@es-master config]# pwd
/app/elk/logstash-7.6.2/config[root@es-master config]# cat logstash.conf 
input {beats {port => 5044}
}filter {grok {match => { "message" => "%{COMBINEDAPACHELOG}" }}
}output {elasticsearch {hosts => ["http://192.168.140.10:9200"]index => "web-access-log-%{+YYYY.MM.dd}"#user => "elastic"#password => "changeme"}
}

查看logstash自带的过滤日志的方法
[root@es-master patterns]# pwd
/app/elk/logstash-7.6.2/vendor/bundle/jruby/2.5.0/gems/logstash-patterns-core-4.1.2/patterns
[root@es-master patterns]#

7.3 启动logstash

[root@es-master ~]# vim /app/elk/logstash-7.6.2/config/jvm.options // 禁用GC垃圾回收机制#-XX:+UseConcMarkSweepGC
#-XX:CMSInitiatingOccupancyFraction=75
#-XX:+UseCMSInitiatingOccupancyOnly

[root@es-master ~]# nohup /app/elk/logstash-7.6.2/bin/logstash -f /app/elk/logstash-7.6.2/config/logstash.conf & 
[1] 19110
[root@es-master ~]# netstat -tunlp | grep 5044
tcp6       0      0 :::5044                 :::*                    LISTEN      19110/java          
[root@es-master ~]# netstat -tunlp | grep 5044
tcp6       0      0 :::5044                 :::*                    LISTEN      19110/java   

8、安装kibana可视化工具

[root@es-master ~]# tar xf kibana-7.6.2-linux-x86_64.tar.gz -C /app/elk/[elk@es-master ~]$ vim /app/elk/kibana-7.6.2-linux-x86_64/config/kibana.yml
server.port: 5601
server.host: "192.168.140.10"
elasticsearch.hosts: ["http://192.168.140.10:9200"][elk@es-master ~]$ ps -elf | grep kibana
0 R elk       40227  39800 99  80   0 - 293743 -     14:47 pts/0    00:00:57 /app/elk/kibana-7.6.2-linux-x86_64/bin/../node/bin/node /app/elk/kibana-7.6.2-linux-x86_64/bin/../src/cli[elk@es-master ~]$ netstat -antp | grep 5601
(Not all processes could be identified, non-owned process infowill not be shown, you would have to be root to see it all.)
tcp        0      0 192.168.140.10:5601     0.0.0.0:*               LISTEN      40436/node       

9、在业务服务器上部署filebeat

9.1 测试访问web，形成日志

[root@web ~]# wc -l /var/log/httpd/access_log 
4243 /var/log/httpd/access_log

9.2 安装filebeat

[root@web_server ~]# tar xf filebeat-7.6.2-linux-x86_64.tar.gz -C /usr/local/

9.3 编辑filebeat配置

[root@web_server ~]# vim /usr/local/filebeat-7.6.2-linux-x86_64/filebeat.yml#=========================== Filebeat inputs =============================filebeat.inputs:
- type: logenabled: truepaths:- /var/log/httpd/access_log#============================== Dashboards =====================================
setup.dashboards.enabled: false#============================== Kibana =====================================
setup.kibana:host: "192.168.140.10:5601"#-------------------------- Elasticsearch output ------------------------------
#output.elasticsearch:# Array of hosts to connect to.
#  hosts: ["localhost:9200"]#----------------------------- Logstash output --------------------------------
output.logstash:# The Logstash hostshosts: ["192.168.140.10:5044"]

9.4 启动filebeat

[root@web filebeat-7.6.2-linux-x86_64]# pwd
/usr/local/filebeat-7.6.2-linux-x86_64[root@web filebeat-7.6.2-linux-x86_64]# nohup ./filebeat -c filebeat.yml & [root@web filebeat-7.6.2-linux-x86_64]# ps -elf | grep file
4 S dbus        693      1  0  80   0 - 14555 ep_pol 11:37 ?        00:00:00 /usr/bin/dbus-daemon --system --address=systemd: --nofork --nopidfile --systemd-activation
0 S root       1844   1288 13  80   0 - 154003 futex_ 16:23 pts/0   00:00:00 ./filebeat -c filebeat.yml

三、测试ELK可正常搜集日志

1、在kibana webUI根据索引查看日志

2、创建图表，分析网站访问量