• ElasticSearch实战:Linux日志对接Kibana


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    ElasticSearch是一个基于Lucene的搜索服务器。它提供了一个分布式多用户能力的全文搜索引擎,基于RESTFul web接口。ElasticSearch是用Java开发的,并作为Apache许可条款下的开放源码发布,是当前流行的企业级搜索引擎。ElasticSearch常用于全文检索,结构化检索,数据分析等。


    下面,我们以ElasticSearch接管Linux日志(/var/log/xxx.log)为例,详细介绍如何进行配置与部署。

    img总体架构图

    一,准备工作

    1,CVM及ElasticSearch

    在腾讯云帐号下,申请一台CVM(Linux操作系统)、一个ElasticSearch集群(后面简称ES),使用最简配置即可;申请的CVM和ES,必须在同一个VPC的同一个子网下。

    imgCVM详情信息

    imgElasticSearch详情信息

    2,Filebeat工具

    为了将Linux日志提取到ES中,我们需要使用Filebeat工具。Filebeat是一个日志文件托运工具,在你的服务器上安装客户端后,Filebeat会监控日志目录或者指定的日志文件,追踪读取这些文件(追踪文件的变化,不停的读),并且转发这些信息到ElasticSearch或者logstarsh中存放。当你开启Filebeat程序的时候,它会启动一个或多个探测器(prospectors)去检测你指定的日志目录或文件,对于探测器找出的每一个日志文件,Filebeat启动收割进程(harvester),每一个收割进程读取一个日志文件的新内容,并发送这些新的日志数据到处理程序(spooler),处理程序会集合这些事件,最后Filebeat会发送集合的数据到你指定的地点。

    官网简介:https://www.elastic.co/products/beats/filebeat

    二,操作步骤

    1,Filebeat下载与安装

    首先,登录待接管日志的CVM,在CVM上下载Filebeat工具:

    [root@VM_3_7_centos ~]# cd /opt/
    [root@VM_3_7_centos opt]# ll
    total 4
    drwxr-xr-x. 2 root root 4096 Sep  7  2017 rh
    [root@VM_3_7_centos opt]# wget https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-6.2.2-x86_64.rpm
    --2018-12-10 20:24:26--  https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-6.2.2-x86_64.rpm
    Resolving artifacts.elastic.co (artifacts.elastic.co)... 107.21.202.15, 107.21.127.184, 54.225.214.74, ...
    Connecting to artifacts.elastic.co (artifacts.elastic.co)|107.21.202.15|:443... connected.
    HTTP request sent, awaiting response... 200 OK
    Length: 12697788 (12M) [binary/octet-stream]
    Saving to: ‘filebeat-6.2.2-x86_64.rpm’
    
    100%[=================================================================================================>] 12,697,788   160KB/s   in 1m 41s 
    
    2018-12-10 20:26:08 (123 KB/s) - ‘filebeat-6.2.2-x86_64.rpm’ saved [12697788/12697788]
    

    然后,进行安装filebeat:

    [root@VM_3_7_centos opt]# rpm -vi filebeat-6.2.2-x86_64.rpm
    warning: filebeat-6.2.2-x86_64.rpm: Header V4 RSA/SHA512 Signature, key ID d88e42b4: NOKEY
    Preparing packages...
    filebeat-6.2.2-1.x86_64
    [root@VM_3_7_centos opt]#
    

    至此,Filebeat安装完成。

    2,Filebeat配置

    进入Filebeat配置文件目录:/etc/filebeat/

    [root@VM_3_7_centos opt]# cd /etc/filebeat/
    [root@VM_3_7_centos filebeat]# ll
    total 108
    -rw-r--r-- 1 root root 44384 Feb 17  2018 fields.yml
    -rw-r----- 1 root root 52193 Feb 17  2018 filebeat.reference.yml
    -rw------- 1 root root  7264 Feb 17  2018 filebeat.yml
    drwxr-xr-x 2 root root  4096 Dec 10 20:35 modules.d
    [root@VM_3_7_centos filebeat]#
    

    其中,filebeat.yml就是我们需要修改的配置文件。建议修改配置前,先备份此文件。

    然后,确认需要对接ElasticSearch的Linux的日志目录,我们以下图(/var/log/secure)为例。

    img/var/log/secure日志文件

    使用vim打开/etc/filebeat/filebeat.yml文件,修改其中的:

    1)Filebeat prospectors类目中,enable默认为false,我们要改为true

    2)paths,默认为/var/log/*.log,我们要改为待接管的日志路径:/var/log/secure

    3)Outputs类目中,有ElasticSearchoutput配置,其中hosts默认为"localhost:9200",需要我们手工修改为上面申请的ES子网地址和端口,即"10.0.3.8:9200"

    修改好上述内容后,保存退出。

    修改好的配置文件全文如下:

    [root@VM_3_7_centos /]# vim /etc/filebeat/filebeat.yml
    [root@VM_3_7_centos /]# cat /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:
        - /var/log/secure
        #- c:programdataelasticsearchlogs*
    
      # 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: ["10.0.3.8:9200"]
    
      # 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:
    [root@VM_3_7_centos /]# 
    

    执行下列命令启动filebeat

    [root@VM_3_7_centos /]# sudo /etc/init.d/filebeat start
    Starting filebeat (via systemctl):                         [  OK  ]
    [root@VM_3_7_centos /]# 
    

    3,Kibana配置

    进入ElasticSearch对应的Kibana管理页,如下图。

    img首次访问Kibana默认会显示管理页

    首次登陆,会默认进入Management页面,我们需要将Index pattern内容修改为:filebeat-*,然后页面会自动填充Time Filter field name,不需手动设置,直接点击Create即可。点击Create后,页面需要一定时间来加载配置和数据,请稍等。如下图:

    img将Index pattern内容修改为:filebeat-*,然后点击Create

    至此,CVM上,/var/log/secure日志文件,已对接到ElasticSearch中,历史日志可以通过Kibana进行查询,最新产生的日志也会实时同步到Kibana中。

    三,实战效果

    日志接管已完成配置,如何使用呢?

    如下图:

    img在Index Patterns中可以看到我们配置过的filebeat-*

    点击Discover,即可看到secure中的所有日志,页面上方的搜索框中输入关键字,即可完成日志的检索。如下图(点击图片,可查看高清大图):

    img使用Kibana进行日志检索

    实际上,检索只是Kibana提供的诸多功能之一,还有其他功能如可视化、分词检索等,还有待后续研究。

    此文已由作者授权腾讯云+社区发布

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  • 原文地址:https://www.cnblogs.com/qcloud1001/p/10118639.html
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