ELK(elasticsearch+logstash+kibana)开源日志分析平台搭建
Posted
tags:
篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了ELK(elasticsearch+logstash+kibana)开源日志分析平台搭建相关的知识，希望对你有一定的参考价值。
环境介绍
System: CentOS7.2 x86_64
hostname: elk-server.huangming.org
IP Address: 10.0.6.42、10.17.83.42
本篇的ELK环境为单机部署方式，即将ELK所有的软件包都安装在一台服务器上，配置如下：
CPU: 4c
Mem: 8G
Disk: 50
一、Elasticsearch安装
1、安装jdk 1.8及以上的版本（安装过程略）
[[email protected] elk]# java -version java version "1.8.0_65" Java(TM) SE Runtime Environment (build 1.8.0_65-b17) Java HotSpot(TM) 64-Bit Server VM (build 25.65-b01, mixed mode)
2、下载Elasticsearch最新版本(目前5.5版本)
使用curl命令下载tar包 # curl -L -O https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-5.5.2.tar.gz 也可以使用wget命令下载 # wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-5.5.2.tar.gz
3、解压至指定目录(安装目录)/usr/local/下，并将其重命名为elasticsearch (完整的目录应该为/usr/local/elasticsearch)
# tar -zxf elasticsearch-5.5.2.tar.gz -C /usr/local/ # cd /usr/local/ # mv elasticsearch-5.5.2 elasticsearch
2、创建一个用于运行elasticsearch的普通用户，随后修改elasticsearch家目录的所属权限为该用户；创建elasticsearch数据存储目录/data/elasticsearch
# groupadd elasticsearch # useradd -g elasticsearch elasticsearch -m # chown -R elasticsearch. /usr/local/elasticsearch # mkdir /data/elasticsearch # chown -R elasticsearch. /data/elasticsearch
2、修改elasticsearch.yml配置文件
# vim config/elasticsearch.yml cluster.name: my-application #ELK集群名称 path.data: /data/elasticsearch #elasticsearch 数据存储目录 path.logs: /usr/local/elasticsearch/logs #elasticsearch 日志存储路径 network.host: 10.17.83.42 #elasticsearch 监听地址，默认为localhost http.port: 9200 #elasticsearch 监听端口，默认问9200
6、修改相关的内核参数
# 打开/etc/security/limits.conf文件，添加以下参数
* soft nproc 2048 * hard nproc 16384 * soft nofile 65536 * hard nofile 65536
# 修改vm.max_map_count=262144
# echo "/etc/sysctl.conf" >> /etc/sysctl.conf
7、运行elasticsearch (注意：要切换到普通用户运行)
# su - elasticsearch
$ ./bin/elasticsearch
运行elasticsearch
[[email protected] ~]$ cd /usr/local/elasticsearch/ [[email protected] elasticsearch]$ ./bin/elasticsearch [2017-08-28T14:51:31,069][INFO ][o.e.n.Node ] [] initializing ... [2017-08-28T14:51:31,186][INFO ][o.e.e.NodeEnvironment ] [6eN59Pf] using [1] data paths, mounts [[/ (rootfs)]], net usable_space [89.4gb], net total_space [91.4gb], spins? [unknown], types [rootfs] [2017-08-28T14:51:31,187][INFO ][o.e.e.NodeEnvironment ] [6eN59Pf] heap size [1.9gb], compressed ordinary object pointers [true] [2017-08-28T14:51:31,188][INFO ][o.e.n.Node ] node name [6eN59Pf] derived from node ID [6eN59PfuS7iVRfoEppsngg]; set [node.name] to override [2017-08-28T14:51:31,189][INFO ][o.e.n.Node ] version[5.5.2], pid[2759], build[b2f0c09/2017-08-14T12:33:14.154Z], OS[Linux/3.10.0-327.el7.x86_64/amd64], JVM[Oracle Corporation/Java HotSpot(TM) 64-Bit Server VM/1.8.0_65/25.65-b01] [2017-08-28T14:51:31,189][INFO ][o.e.n.Node ] JVM arguments [-Xms2g, -Xmx2g, -XX:+UseConcMarkSweepGC, -XX:CMSInitiatingOccupancyFraction=75, -XX:+UseCMSInitiatingOccupancyOnly, -XX:+AlwaysPreTouch, -Xss1m, -Djava.awt.headless=true, -Dfile.encoding=UTF-8, -Djna.nosys=true, -Djdk.io.permissionsUseCanonicalPath=true, -Dio.netty.noUnsafe=true, -Dio.netty.noKeySetOptimization=true, -Dio.netty.recycler.maxCapacityPerThread=0, -Dlog4j.shutdownHookEnabled=false, -Dlog4j2.disable.jmx=true, -Dlog4j.skipJansi=true, -XX:+HeapDumpOnOutOfMemoryError, -Des.path.home=/usr/local/elasticsearch] [2017-08-28T14:51:32,174][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [aggs-matrix-stats] [2017-08-28T14:51:32,174][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [ingest-common] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [lang-expression] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [lang-groovy] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [lang-mustache] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [lang-painless] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [parent-join] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [percolator] [2017-08-28T14:51:32,175][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [reindex] [2017-08-28T14:51:32,176][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [transport-netty3] [2017-08-28T14:51:32,176][INFO ][o.e.p.PluginsService ] [6eN59Pf] loaded module [transport-netty4] [2017-08-28T14:51:32,176][INFO ][o.e.p.PluginsService ] [6eN59Pf] no plugins loaded [2017-08-28T14:51:33,991][INFO ][o.e.d.DiscoveryModule ] [6eN59Pf] using discovery type [zen] [2017-08-28T14:51:34,576][INFO ][o.e.n.Node ] initialized [2017-08-28T14:51:34,577][INFO ][o.e.n.Node ] [6eN59Pf] starting ... [2017-08-28T14:51:34,814][INFO ][o.e.t.TransportService ] [6eN59Pf] publish_address {10.17.83.42:9300}, bound_addresses {10.17.83.42:9300} [2017-08-28T14:51:34,826][INFO ][o.e.b.BootstrapChecks ] [6eN59Pf] bound or publishing to a non-loopback or non-link-local address, enforcing bootstrap checks [2017-08-28T14:51:37,883][INFO ][o.e.c.s.ClusterService ] [6eN59Pf] new_master {6eN59Pf}{6eN59PfuS7iVRfoEppsngg}{hs82h4vkTwKCEvKybCodbw}{10.17.83.42}{10.17.83.42:9300}, reason: zen-disco-elected-as-master ([0] nodes joined) [2017-08-28T14:51:37,900][INFO ][o.e.h.n.Netty4HttpServerTransport] [6eN59Pf] publish_address {10.17.83.42:9200}, bound_addresses {10.17.83.42:9200} [2017-08-28T14:51:37,900][INFO ][o.e.n.Node ] [6eN59Pf] started [2017-08-28T14:51:37,925][INFO ][o.e.g.GatewayService ] [6eN59Pf] recovered [0] indices into cluster_state [2017-08-28T14:51:43,485][INFO ][o.e.c.m.MetaDataCreateIndexService] [6eN59Pf] [.kibana] creating index, cause [api], templates [], shards [1]/[1], mappings [_default_, index-pattern, server, visualization, search, timelion-sheet, config, dashboard, url]
一般情况我们要求elasticsearch在后台运行，使用命令如下：
$ ./bin/elasticsearch -d
8、检查elasticsearch状态，如下则表示正常运行
[[email protected] elasticsearch]# curl http://10.17.83.42:9200 { "name" : "6eN59Pf", "cluster_name" : "my-application", "cluster_uuid" : "cKopwE1iTciIQAiFI6d8Gw", "version" : { "number" : "5.5.2", "build_hash" : "b2f0c09", "build_date" : "2017-08-14T12:33:14.154Z", "build_snapshot" : false, "lucene_version" : "6.6.0" }, "tagline" : "You Know, for Search" }
二、Logstash安装
1、下载logstash软件包
# wget https://artifacts.elastic.co/downloads/logstash/logstash-5.5.2.tar.gz
2、解压至指定安装目录
# tar -zxf logstash-5.5.2.tar.gz -C /usr/local/ # cd /usr/local/ # mv logstash-5.5.2 logstash
3、运行logstash
# cd logstash/
# ./bin/logstash -e ‘input { stdin { } } output { stdout {} }‘
输入”hello world! ”，验证是否正常输出
[[email protected] logstash]# ./bin/logstash -e ‘input { stdin { } } output { stdout {} }‘ ERROR StatusLogger No log4j2 configuration file found. Using default configuration: logging only errors to the console. Sending Logstash‘s logs to /usr/local/logstash/logs which is now configured via log4j2.properties [2017-08-28T15:11:33,267][INFO ][logstash.setting.writabledirectory] Creating directory {:setting=>"path.queue", :path=>"/usr/local/logstash/data/queue"} [2017-08-28T15:11:33,273][INFO ][logstash.setting.writabledirectory] Creating directory {:setting=>"path.dead_letter_queue", :path=>"/usr/local/logstash/data/dead_letter_queue"} [2017-08-28T15:11:33,300][INFO ][logstash.agent ] No persistent UUID file found. Generating new UUID {:uuid=>"2fb479ab-0ca5-4979-89b1-4246df9a7472", :path=>"/usr/local/logstash/data/uuid"} [2017-08-28T15:11:33,438][INFO ][logstash.pipeline ] Starting pipeline {"id"=>"main", "pipeline.workers"=>8, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>5, "pipeline.max_inflight"=>1000} [2017-08-28T15:11:33,455][INFO ][logstash.pipeline ] Pipeline main started The stdin plugin is now waiting for input: [2017-08-28T15:11:33,497][INFO ][logstash.agent ] Successfully started Logstash API endpoint {:port=>9600} hello world! 2017-08-28T07:11:42.724Z elk-server.huangming.org hello world!
三、Kibana安装
1、下载kibana
# wget https://artifacts.elastic.co/downloads/kibana/kibana-5.5.2-linux-x86_64.tar.gz
2、解压至安装目录
# tar -zxf kibana-5.5.2-linux-x86_64.tar.gz -C /usr/local/ # cd /usr/local/ # mv kibana-5.5.2-linux-x86_64 kibana
3、修改配置
# cd kibana/ # vim config/kibana.yml server.port: 5601 # 监听端口 server.host: "10.17.83.42" # 指定后端服务器 elasticsearch.url: "http://10.17.83.42:9200" # 指定elasticsearch实例地址
4、运行kibana
# ./bin/kibana &
[[email protected] kibana]# ./bin/kibana & [1] 3219 [[email protected] kibana]# log [07:26:02.496] [info][status][plugin:[email protected]] Status changed from uninitialized to green - Ready log [07:26:02.604] [info][status][plugin:[email protected]] Status changed from uninitialized to yellow - Waiting for Elasticsearch log [07:26:02.637] [info][status][plugin:[email protected]] Status changed from uninitialized to green - Ready log [07:26:02.682] [info][status][plugin:[email protected]] Status changed from uninitialized to green - Ready log [07:26:02.930] [info][status][plugin:[email protected]] Status changed from yellow to green - Kibana index ready log [07:26:02.932] [info][status][plugin:[email protected]] Status changed from uninitialized to green - Ready log [07:26:02.937] [info][listening] Server running at http://10.17.83.42:5601 log [07:26:02.939] [info][status][ui settings] Status changed from uninitialized to green - Ready
5、验证kibana
在客户端浏览器打开http://10.17.83.42:5601
在该页面提示我们需要创建一个index
首先创建一个kinana默认的index(名称为.kibana),如果输入的index名不存在，则无法创建
查看运行状态及已安装的插件
至此ELK已经搭建完成了，下面来创建一个收集message系统日志的实例
四、收集syslog日志
1、创建配置文件
# cd logstash/
# vim config/logstash.conf
input {
file {
path => ["/var/log/messages"]
type => "syslog"
}
}
filter {
grok {
match => [ "message", "%{SYSLOGBASE} %{GREEDYDATA:content}" ]
}
}
output {
elasticsearch {
hosts => ["10.17.83.42:9200"]
index => "syslog-%{+YYY.MM.dd}"
}
stdout { codec => rubydebug }
}其中match => [ "message", "%{SYSLOGBASE} %{GREEDYDATA:content}" ]这一行也可以具体写成如下：
match => [ "message", "%{SYSLOGTIMESTAMP:timestamp} (?:%{SYSLOGFACILITY} )?%{SYSLOGHOST:logsource} %{SYSLOGPROG}: %{GREEDYDATA:content}" ]
参考官方文档logstash配置：
https://www.elastic.co/guide/en/logstash/current/plugins-filters-grok.html
2、指定配置文件运行logstash
# ./bin/logstash -f ./config/logstash.conf &
[[email protected] logstash]# ./bin/logstash -f ./config/logstash.conf & [1] 4479 [[email protected] logstash]# ERROR StatusLogger No log4j2 configuration file found. Using default configuration: logging only errors to the console. Sending Logstash‘s logs to /usr/local/logstash/logs which is now configured via log4j2.properties [2017-08-28T16:29:05,950][INFO ][logstash.outputs.elasticsearch] Elasticsearch pool URLs updated {:changes=>{:removed=>[], :added=>[http://10.17.83.42:9200/]}} [2017-08-28T16:29:05,955][INFO ][logstash.outputs.elasticsearch] Running health check to see if an Elasticsearch connection is working {:healthcheck_url=>http://10.17.83.42:9200/, :path=>"/"} [2017-08-28T16:29:06,059][WARN ][logstash.outputs.elasticsearch] Restored connection to ES instance {:url=>"http://10.17.83.42:9200/"} [2017-08-28T16:29:06,060][INFO ][logstash.outputs.elasticsearch] Using mapping template from {:path=>nil} [2017-08-28T16:29:06,110][INFO ][logstash.outputs.elasticsearch] Attempting to install template {:manage_template=>{"template"=>"logstash-*", "version"=>50001, "settings"=>{"index.refresh_interval"=>"5s"}, "mappings"=>{"_default_"=>{"_all"=>{"enabled"=>true, "norms"=>false}, "dynamic_templates"=>[{"message_field"=>{"path_match"=>"message", "match_mapping_type"=>"string", "mapping"=>{"type"=>"text", "norms"=>false}}}, {"string_fields"=>{"match"=>"*", "match_mapping_type"=>"string", "mapping"=>{"type"=>"text", "norms"=>false, "fields"=>{"keyword"=>{"type"=>"keyword", "ignore_above"=>256}}}}}], "properties"=>{"@timestamp"=>{"type"=>"date", "include_in_all"=>false}, "@version"=>{"type"=>"keyword", "include_in_all"=>false}, "geoip"=>{"dynamic"=>true, "properties"=>{"ip"=>{"type"=>"ip"}, "location"=>{"type"=>"geo_point"}, "latitude"=>{"type"=>"half_float"}, "longitude"=>{"type"=>"half_float"}}}}}}}} [2017-08-28T16:29:06,117][INFO ][logstash.outputs.elasticsearch] New Elasticsearch output {:class=>"LogStash::Outputs::ElasticSearch", :hosts=>["//10.17.83.42:9200"]} [2017-08-28T16:29:06,187][INFO ][logstash.pipeline ] Starting pipeline {"id"=>"main", "pipeline.workers"=>8, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>5, "pipeline.max_inflight"=>1000} [2017-08-28T16:29:06,343][INFO ][logstash.pipeline ] Pipeline main started [2017-08-28T16:29:06,380][INFO ][logstash.agent ] Successfully started Logstash API endpoint {:port=>9600}
3、登录kibana页面
点击Management --> Index Patterns --> Create index
在Index name or pattern处输入在logstash中指定的index，后面的日期直接用*号代替即可
创建完成之后进入Discover页面
4、验证是否正常收集syslog日志，执行以下命令手动生成日志
[[email protected] kibana]# logger "helloooooooo22" [[email protected] kibana]# yum install httpd
查看源日志文件，最近生成的的日志
[[email protected] ~]# tail -f -n 10 /var/log/messages Aug 28 16:46:15 elk-server root: helloooooooo33 Aug 28 16:47:17 elk-server yum[5048]: Installed: apr-1.4.8-3.el7.x86_64 Aug 28 16:47:17 elk-server yum[5048]: Installed: apr-util-1.5.2-6.el7.x86_64 Aug 28 16:47:18 elk-server yum[5048]: Installed: httpd-tools-2.4.6-45.el7.centos.4.x86_64 Aug 28 16:47:18 elk-server yum[5048]: Installed: mailcap-2.1.41-2.el7.noarch Aug 28 16:47:19 elk-server systemd: Reloading. Aug 28 16:47:19 elk-server systemd: Configuration file /usr/lib/systemd/system/auditd.service is marked world-inaccessible. This has no effect as configuration data is accessible via APIs without restrictions. Proceeding anyway. Aug 28 16:47:19 elk-server systemd: Configuration file /usr/lib/systemd/system/ebtables.service is marked executable. Please remove executable permission bits. Proceeding anyway. Aug 28 16:47:19 elk-server systemd: Configuration file /usr/lib/systemd/system/wpa_supplicant.service is marked executable. Please remove executable permission bits. Proceeding anyway. Aug 28 16:47:19 elk-server yum[5048]: Installed: httpd-2.4.6-45.el7.centos.4.x86_64
5、回到Kibana管理页面，重新刷新页面，可以看到新的日志已经展示出来了
展开最近的一条日志
本文出自 “7414593” 博客，请务必保留此出处http://7424593.blog.51cto.com/7414593/1960254
以上是关于ELK(elasticsearch+logstash+kibana)开源日志分析平台搭建的主要内容，如果未能解决你的问题，请参考以下文章