ELK部署实战

                                      作者:尹正杰

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  简单的来说ELK是日志收集,存储,可视化的一套组件。如果你看过我之前分享关于大数据生态圈的Flume组件。Flume也是一款日志收集工具,它处理的是非铭感日志数据,换句话说,大数据日志收集工具Flume一般处理不重要的数据,当然你也可以说是处理价值密度低的数据。

 

 

一.ELK包含的组件

1>.Elasticsearch

    存储所有的日志,建立索引,搜索的功能

    1.1>.易于部署,
    1.2>.竖直和水平可进行伸缩。
    1.3>.API易于使用
    1.4>.多与大多数编程/脚本语言都可以模块化(支持Python API进行查询,大量的查询和过滤选项都可以使用json语句。 灵活可控。)。
    1.5>.友好的在线文档
    1.6>.免费。

2>.Logstash

    类似于flume(只不过flume一般和Kafka结合使用,而logstash主要是和Elasticsearch结合使用),收集日志的。它的数据源包括:

    2.1>.Windows Event Logs

    2.2>.Syslog

    2.3>.Bro(session data/dpi)

    2.4>.SiLK(flow)

    2.5>.SNMP

    2.6>.PCAP(stored on disk,index information in ES)

3>.Kibana

  它是一个可视化工具(类似于R语言),即它是一个webUI的接口,它可以通过nginx服务端进行代理,其特点如下:

  3.1>.批量分析
  3.2>.数据集关联
  3.3>.生成图标进行显示
  3.4>.报警

4>.Filebeat

  一般用作日志代理,通过网络协议传输logstash。类似于Flume的spooldir组件(提取文件的内容),因此filebeat一般安装在客户端服务器上。大致拓扑如下图所示:

ELK部署实战

5>.ELK关系

ELK部署实战

   上图可以简单的描述为:Logstash(collect功能,相当于Flume) ---> Elasticsearch(storage + index + search,相当于Kafka) ---> kibana (view提供友好的web界面,类似于R语言)。

 6>.集群部署环境

  本篇博客采用的CentOS官网的“CentOS Linux release 7.2.1511 (Core) ”linux发行版,具体配置信息如下:

ELK部署实战

  如果你是CentOS Linux release 6.x系列可以参考我之前的笔记:https://www.cnblogs.com/yinzhengjie/p/7745743.html

 

二.安装Elasticsearch

  关于ELK的所有安装包我已经下载好了,放在百度云啦:链接:https://pan.baidu.com/s/1JxnGPSyv8QiDK74o3G2Jug 密码:bn9c

1>.安装JDK

[yinzhengjie@s101 Elk]$ java -version          #配置好java的环境变量后要验证一下当前的版本
java version "1.8.0_131"
Java(TM) SE Runtime Environment (build 1.8.0_131-b11)
Java HotSpot(TM) 64-Bit Server VM (build 25.131-b11, mixed mode)
[yinzhengjie@s101 Elk]$ 

2>.导入 the Elasticsearch public GPG key 

[yinzhengjie@s101 ~]$ sudo rpm --import  https://packages.elastic.co/GPG-KEY-elasticsearch 
[sudo] password for yinzhengjie: 
[yinzhengjie@s101 ~]$ 

3>.创建 /etc/yum.repos.d/elasticsearch.repo 仓库文件

[yinzhengjie@s101 ~]$ sudo vi /etc/yum.repos.d/elasticsearch.repo
[yinzhengjie@s101 ~]$ 
[yinzhengjie@s101 ~]$ more /etc/yum.repos.d/elasticsearch.repo 
[elasticsearch-2.x]
name=Elasticsearch repository for 2.x package
baseurl=http://packages.elastic.co/elasticsearch/2.x/centos
gpgcheck=1
gpgkey=http://packages.elastic.co/GPG-KEY-elasticsearch
enabled=1
[yinzhengjie@s101 ~]$ 

4>.通过yum的方式安装Elasticsearch 

[yinzhengjie@s101 ~]$ sudo yum -y install elasticsearch 
Loaded plugins: fastestmirror
base                                                                                                                                                            | 3.6 kB  00:00:00     
elasticsearch-2.x                                                                                                                                               | 2.9 kB  00:00:00     
extras                                                                                                                                                          | 3.4 kB  00:00:00     
mysql-connectors-community                                                                                                                                      | 2.5 kB  00:00:00     
mysql-tools-community                                                                                                                                           | 2.5 kB  00:00:00     
mysql56-community                                                                                                                                               | 2.5 kB  00:00:00     
updates                                                                                                                                                         | 3.4 kB  00:00:00     
elasticsearch-2.x/primary_db                                                                                                                                    | 9.3 kB  00:00:00     
Loading mirror speeds from cached hostfile
 * base: mirrors.shu.edu.cn
 * extras: mirrors.huaweicloud.com
 * updates: mirrors.zju.edu.cn
Resolving Dependencies
--> Running transaction check
---> Package elasticsearch.noarch 0:2.4.6-1 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

=======================================================================================================================================================================================
 Package                                       Arch                                   Version                                  Repository                                         Size
=======================================================================================================================================================================================
Installing:
 elasticsearch                                 noarch                                 2.4.6-1                                  elasticsearch-2.x                                  26 M

Transaction Summary
=======================================================================================================================================================================================
Install  1 Package

Total download size: 26 M
Installed size: 29 M
Downloading packages:
elasticsearch-2.4.6.rpm                                                                                                                                         |  26 MB  00:02:14     
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
Creating elasticsearch group... OK
Creating elasticsearch user... OK
  Installing : elasticsearch-2.4.6-1.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-2.4.6-1.noarch                                                                                                                                        1/1 

Installed:
  elasticsearch.noarch 0:2.4.6-1                                                                                                                                                       

Complete!
[yinzhengjie@s101 ~]$ 
[yinzhengjie@s101 ~]$ sudo yum -y install elasticsearch

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