ELK-MACOS搭建部署(包含集群)
简介
Elasticsearch
Elasticsearch是一个实时的分布式搜索分析引擎, 它能让你以一个之前从未有过的速度和规模,去探索你的数据。它被用作全文检索、结构化搜索、分析以及这三个功能的组合。支持集群配置。
Logstash/Filebeats
Logstash是一款强大的数据处理工具,它可以实现数据传输,格式处理,格式化输出,还有强大的插件功能,常用于日志处理。。
Kibana
kibana是一个开源和免费的工具,它可以为Logstash和ElasticSearch提供的日志分析友好的Web界面,可以帮助您汇总、分析和搜索重要数据日志。
架构流程
安装配置
版本
- Elasticsearch
- Logstash
- Kibana
- Filebeats
先决条件
- java8
- mac软件管理工具 brew
brew
# 安装软件 brew install your-software # 查看软件安装信息 brew info your-software #管理服务,没怎么用它,ELK都有自己的启动脚本在安装目录的bin/下面,且基本上都会携带参数启动 brew services start/stop your-service
Elasticsearch
mac安装elasticsearch
#mac安装elasticsearch brew install elasticsearch
elasticsearch的相关安装位置
安装目录:/usr/local/Cellar/elasticsearch/{elasticsearch-version}/ 日志目录:/usr/local/var/log/elasticsearch/ 插件目录:/usr/local/var/elasticsearch/plugins/ 配置目录:/usr/local/etc/elasticsearch/
启动
brew services start elasticsearch 首次启动,默认的端口号是9200,用户名是elastic,密码我也不知道(资料上查到的都是6.0以前的版本,密码是changeme,6.0以后不清楚),通过调用_xpack接口修改默认密码:
版本
elasticsearch --version Version: 6.6.1, Build: oss/tar/1fd8f69/2019-02-13T17:10:04.160291Z, JVM: 1.8.0_131
Kibana
mac安装kibana
brew install kibana
安装位置
安装目录:/usr/local/Cellar/kibana/{kibana-version}/ 配置目录:/usr/local/etc/kibana/
备注
启动kibana之前,需要先修改一下配置文件/usr/local/etc/kibana/kibana.yml,取消elasticsearch.name和elasticsearch.password的注释,并将值改为上面修改过的用户名密码username: elastic, password: 123456,请参考下面的kibana.yml片段
# kibana.yml # If your Elasticsearch is protected with basic authentication, these settings provide # the username and password that the Kibana server uses to perform maintenance on the Kibana # index at startup. Your Kibana users still need to authenticate with Elasticsearch, which # is proxied through the Kibana server. elasticsearch.username: "elastic" elasticsearch.password: "changeme"
启动
brew services start kibana 首次启动,默认端口号是5601,打开浏览器访问http://localhost:5601访问kibana管理页面,会弹框要求输入用户名密码,输入elastic和123456即可。 注:这里的kibana.yml中配置的用户名密码是kibana访问elasticsearch需要用到的,而web页面手动输入的用户名密码是我们登录kibana管理页面的密码,它们为什么能共用一个密码,不太清楚。
版本
kibana --version 6.6.1
Logstash
mac安装logstash
brew install logstash
logstash的相关安装位置
安装目录:/usr/local/Cellar/logstash/{logstash-version}/ 配置目录:/usr/local/etc/logstash
配置
vim ./first-pipeline.conf
- 支持Filebeat作为输入源
# Sample Logstash configuration for creating a simple # Beats -> Logstash -> Elasticsearch pipeline. input { beats { host =>"127.0.0.1" port => "5044" } } output { elasticsearch { hosts => ["http://localhost:9200"] index => "%{[@metadata][beat]}-%{[@metadata][version]}-%{+YYYY.MM.dd}" #user => "elastic" #password => "changeme" } }
- logstash 配置文件输入支持文件输入,例如:
[root@access-1 logstash-7.2.1]# cat logstash_809.conf input { file{ path => ['/opt/access-server-1.0.5/log/akka-gb809.log'] #读取日志文件路径 type => "akka-gb809" #一个标签 stat_interval => "2" #每隔几秒读取日志文件,默认为1秒 } file{ path => ['/opt/access-server-1.0.5/log/akka-gb808.log'] type => "akka-gb808" stat_interval => "2" } file{ path => ['/opt/access-server-1.0.5/log/akka.log'] type => "akka" stat_interval => "2" } file{ path => ['/opt/access-server-1.0.5/log/all_error.log'] type => "all_error" stat_interval => "2" codec => multiline { #将换行的日志打印出来 pattern => "(^\d{2}\:\d{2}\:\d{2}\.\d{3})UTC" #匹配的正则 negate => true what => "previous" } } } filter { date { match => [ "timestamp" , "yyyy-MM-dd HH:mm:ss.SSS" ] } } output { if [type] == "akka-gb809" { #要匹配的日志文件标签 elasticsearch { hosts => "192.168.108.151:9200" #es节点地址 index => "access-1-akka-gb809" #生成的索引,用于kibana展示 } } if [type] == "akka-gb808" { elasticsearch { hosts => "192.168.108.151:9200" index => "access-1-akka-gb808" } } if [type] == "akka" { elasticsearch { hosts => "192.168.108.151:9200" index => "access-1-akka" } } if [type] == "all_error" { elasticsearch { hosts => "192.168.108.151:9200" index => "access-1-all_error" } } }
启动
logstash -e 'input { stdin { } } output { stdout {} }'
或
logstash -f config/first-pipeline.conf --config.test_and_exit
此条命令检验配置文件是否正确
logstash -f config/first-pipeline.conf --config.reload.automatic
此条命令是启动logstash,并且在first-pipeline.conf文件变更时自动重启。
后台启动
nohup logstash -f config/first-pipeline.conf --config.reload.automatic & > /dev/null
版本
logstash 6.6.1
Filebeats
安装
#mac安装Filebeats' brew install filebeat
位置
安装目录:/usr/local/Cellar/filebeat/{filebeat-version}/ 配置目录:/usr/local/etc/filebeat/ 缓存目录:/usr/local/var/lib/filebeat/
配置
vim /usr/local/etc/filebeat//filebeat.yml
###################### Filebeat Configuration Example ######################### # This file is an example configuration file highlighting only the most common # options. The filebeat.reference.yml file from the same directory contains all the # supported options with more comments. You can use it as a reference. # # You can find the full configuration reference here: # https://www.elastic.co/guide/en/beats/filebeat/index.html # For more available modules and options, please see the filebeat.reference.yml sample # configuration file. #=========================== Filebeat prospectors ============================= filebeat.prospectors: # Each - is a prospector. Most options can be set at the prospector level, so # you can use different prospectors for various configurations. # Below are the prospector specific configurations. - type: log # Change to true to enable this prospector configuration. enabled: true # Paths that should be crawled and fetched. Glob based paths. paths: - /apps/intelligent-family-console/intelligentFamilyConsole/*.log #- c:\programdata\elasticsearch\logs\* # Exclude lines. A list of regular expressions to match. It drops the lines that are # matching any regular expression from the list. #exclude_lines: ['^DBG'] # Include lines. A list of regular expressions to match. It exports the lines that are # matching any regular expression from the list. #include_lines: ['^ERR', '^WARN'] # Exclude files. A list of regular expressions to match. Filebeat drops the files that # are matching any regular expression from the list. By default, no files are dropped. #exclude_files: ['.gz$'] # Optional additional fields. These fields can be freely picked # to add additional information to the crawled log files for filtering #fields: # level: debug # review: 1 ### Multiline options # Mutiline can be used for log messages spanning multiple lines. This is common # for Java Stack Traces or C-Line Continuation # The regexp Pattern that has to be matched. The example pattern matches all lines starting with [ #multiline.pattern: ^\[ # Defines if the pattern set under pattern should be negated or not. Default is false. #multiline.negate: false # Match can be set to "after" or "before". It is used to define if lines should be append to a pattern # that was (not) matched before or after or as long as a pattern is not matched based on negate. # Note: After is the equivalent to previous and before is the equivalent to to next in Logstash #multiline.match: after #============================= Filebeat modules =============================== filebeat.config.modules: # Glob pattern for configuration loading path: ${path.config}/modules.d/*.yml # Set to true to enable config reloading reload.enabled: false # Period on which files under path should be checked for changes #reload.period: 10s #==================== Elasticsearch template setting ========================== setup.template.settings: index.number_of_shards: 3 #index.codec: best_compression #_source.enabled: false #================================ General ===================================== # The name of the shipper that publishes the network data. It can be used to group # all the transactions sent by a single shipper in the web interface. #name: # The tags of the shipper are included in their own field with each # transaction published. #tags: ["service-X", "web-tier"] # Optional fields that you can specify to add additional information to the # output. #fields: # env: staging #============================== Dashboards ===================================== # These settings control loading the sample dashboards to the Kibana index. Loading # the dashboards is disabled by default and can be enabled either by setting the # options here, or by using the `-setup` CLI flag or the `setup` command. #setup.dashboards.enabled: false # The URL from where to download the dashboards archive. By default this URL # has a value which is computed based on the Beat name and version. For released # versions, this URL points to the dashboard archive on the artifacts.elastic.co # website. #setup.dashboards.url: #============================== Kibana ===================================== # Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API. # This requires a Kibana endpoint configuration. setup.kibana: # Kibana Host # Scheme and port can be left out and will be set to the default (http and 5601) # In case you specify and additional path, the scheme is required: http://localhost:5601/path # IPv6 addresses should always be defined as: https://[2001:db8::1]:5601 #host: "localhost:5601" #============================= Elastic Cloud ================================== # These settings simplify using filebeat with the Elastic Cloud (https://cloud.elastic.co/). # The cloud.id setting overwrites the `output.elasticsearch.hosts` and # `setup.kibana.host` options. # You can find the `cloud.id` in the Elastic Cloud web UI. #cloud.id: # The cloud.auth setting overwrites the `output.elasticsearch.username` and # `output.elasticsearch.password` settings. The format is `<user>:<pass>`. #cloud.auth: #================================ Outputs ===================================== # Configure what output to use when sending the data collected by the beat. #-------------------------- Elasticsearch output ------------------------------ #output.elasticsearch: # Array of hosts to connect to. #hosts: ["localhost:9200"] # Optional protocol and basic auth credentials. #protocol: "https" #username: "elastic" #password: "changeme" #----------------------------- Logstash output -------------------------------- output.logstash: # The Logstash hosts hosts: ["localhost:5044"] # Optional SSL. By default is off. # List of root certificates for HTTPS server verifications #ssl.certificate_authorities: ["/etc/pki/root/ca.pem"] # Certificate for SSL client authentication #ssl.certificate: "/etc/pki/client/cert.pem" # Client Certificate Key #ssl.key: "/etc/pki/client/cert.key" #================================ Logging ===================================== # Sets log level. The default log level is info. # Available log levels are: error, warning, info, debug logging.level: debug # At debug level, you can selectively enable logging only for some components. # To enable all selectors use ["*"]. Examples of other selectors are "beat", # "publish", "service". #logging.selectors: ["*"] #============================== Xpack Monitoring =============================== # filebeat can export internal metrics to a central Elasticsearch monitoring # cluster. This requires xpack monitoring to be enabled in Elasticsearch. The # reporting is disabled by default. # Set to true to enable the monitoring reporter. #xpack.monitoring.enabled: false # Uncomment to send the metrics to Elasticsearch. Most settings from the # Elasticsearch output are accepted here as well. Any setting that is not set is # automatically inherited from the Elasticsearch output configuration, so if you # have the Elasticsearch output configured, you can simply uncomment the # following line. #xpack.monitoring.elasticsearch:
主要是配置filebeat.inputs,采集哪些日志;关闭output.elasticsearch,打开output.logstash,将收集到的信息推送到logstash。
启动
filebeat -e -c ./filebeat6.3.2/filebeat.yml
或
nohup filebeat -e -c ./filebeat6.3.2/filebeat.yml & >/dev/null
版本
filebeat --version lag --version has been deprecated, version flag has been deprecated, use version subcommand filebeat version 6.2.4 (amd64), libbeat 6.2.4
Kibana案例
创建Index patterns
检索界面
左侧为可检索条件
后续跟进
日志定时删除问题
Elasticsearch集群部署
下载解压
wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.2.1-linux-x86_64.tar.gz tar -zvxf elasticsearch-7.2.1-linux-x86_64.tar.gz -C /usr/local/elk
创建用户及授权
ElasticSerach要求以非root身份启动,在每个节点创建用户及用户组
[root@elk-1 ~]# groupadd elasticsearch [root@elk-1 ~]# useradd elasticsearch -g elasticsearch
在每个节点上创建数据data和logs目录:
[root@elk-1 ~]# mkdir -p /data/elasticsearch/{data,logs} [root@elk-1 ~]# chown -R elasticsearch. /data/elasticsearch/ [root@elk-1 ~]# chown -R elasticsearch. /home/elk/elasticsearch/elasticsearch-7.2.1
修改elasticsearch.yml配置文件
- master节点配置文件
[root@elk-1 config]# grep -Ev "^$|^[#;]" elasticsearch.yml cluster.name: master-node node.name: master node.master: true node.data: true http.cors.enabled: true http.cors.allow-origin: /.*/ path.data: /home/elk/data network.host: 0.0.0.0 http.port: 9200 discovery.seed_hosts: ["192.168.108.151", "192.168.108.152", "192.168.108.153"] cluster.initial_master_nodes: ["master", "data-node1","data-node2"]
- node1节点配置文件
[root@elk-2 config]# grep -Ev "^$|^[#;]" elasticsearch.yml cluster.name: master-node node.name: data-node1 node.master: true node.data: true path.data: /home/elk/data network.host: 0.0.0.0 http.port: 9200 discovery.seed_hosts: ["192.168.108.151", "192.168.108.152", "192.168.108.153"] cluster.initial_master_nodes: ["master-node", "data-node1","data-node2"]
- node2节点配置文件
[root@elk-3 config]# grep -Ev "^$|^[#;]" elasticsearch.yml cluster.name: master-node node.name: data-node2 node.master: true node.data: true path.data: /home/elk/data network.host: 0.0.0.0 http.port: 9200 discovery.seed_hosts: ["192.168.108.151", "192.168.108.152", "192.168.108.153"] cluster.initial_master_nodes: ["master", "data-node1","data-node2"]
- 修改elasticsearch的JVM内存
[root@elk-1 config]# grep -Ev "^$|^[#;]" jvm.options -Xms1g -Xmx1g
- 启动elasticsearch
[root@ELK1 elk]# su - elasticsearch Last login: Mon Aug 12 09:58:23 CST 2019 on pts/1 [elasticsearch@ELK1 ~]$ cd /home/elk/elasticsearch-7.2.1/bin/ [elasticsearch@ELK1 bin]$ ./elasticsearch -d
- 查看端口号,分别为9200和9300
[root@elk-1 config]# ss -tlunp|grep java tcp LISTEN 0 128 :::9200 :::* users:(("java",pid=50257,fd=263)) tcp LISTEN 0 128 :::9300 :::* users:(("java",pid=50257,fd=212))
- es集群基本操作
#查看集群的健康信息 curl 'localhost:9200/_cluster/health?pretty' #查看集群的详细信息 curl ' localhost:9200/_cluster/state?pretty' #查询索引列表 curl -XGET http:// localhost:9200/_cat/indices?v #创建索引 curl -XPUT http:// localhost:9200/customer?pretty #查询索引 curl -XGET http:// localhost:9200/customer/external/1?pretty #删除索引 curl -XDELETE http:// localhost:9200/customer?pretty #删除指定索引 curl -XDELETE localhost:9200/nginx-log-2019.08 #删除多个索引 curl -XDELETE localhost:9200/system-log-2019.0606,system-log-2019.0607 #删除所有索引 curl -XDELETE localhost:9200/_all #在删除数据时,通常不建议使用通配符,误删后果会很严重,所有的index都可能被删除,为了安全起见需要禁止通配符,可以在elasticsearch.yml配置文件中设置禁用_all和*通配符 action.destructive_requires_name: true
Elasticsearch Head插件
参考
https://blog.csdn.net/ljx1528...
https://blog.csdn.net/zhengde...
https://blog.csdn.net/callmep...
http://www.mamicode.com/info-...
https://blog.csdn.net/Ahri_J/...
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另外一部分,则需要先做聚类、分类处理,将聚合出的分类结果存入ES集群的聚类索引中。数据处理层的聚合结果存入ES中的指定索引,同时将每个聚合主题相关的数据存入每个document下面的某个field下。
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