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  • Elastic Stack之 Logstash 6.7.1版本安装

    1、截至目前Elasticsearch 版本已经更新到了7.10.1版本了,这里先使用Logstash 6.7.1版本,给一个下载地址,如下所示:

    官方下载地址:https://www.elastic.co/cn/downloads/past-releases#elasticsearch

    2、Logstash入门,简介data shipper (不是轻量级的,会比beats占用更多的资源,但是功能强大)。

      a)、ETL的概念:Extract 对数据进行提取、Transform 转换、Load 对外的输出。

      b)、Logstash 是一个开源的,服务端的数据处理流,可以同时从多个数据源提取数据、转换数据、最后把数据放到你要存储的地方。

    3、Logstash处理流程,如下所示:

      a)、input:可以从file 、Redis 、beats(filebeats等等beats)、kafka等读取数据。

    1 处理流程,Input和Output的配置,由于Logstash不是yaml语法。
    2     input{file{path => "/tmp/abc.log"}},案例一
    3     output{stdout{codec => rubydebug}},案例二

      b)、filter :支持gork(表达式,简单理解为基于正则的,可以将非格式化数据转化成格式化数据的语法)、mutate(可以对结构化的数据的字段进行增删改查)、drop、date。

    1 处理流程,Filter配置。
    2     Grok,基于正则表达式提供了丰富可重用的模式(pattern)。基于此可以将非结构化数据做结构化处理。
    3     Date,将字符串类型的时间字段转换为时间戳类型,方便后续数据处理。
    4     Mutate,进行增加,修改,删除,替换等字段相关的处理。

      c)、output :可以向stdout 、elasticsearch 、Redis、kafka等中输出数据。

    4、将下载好的logstash(Logstash是Ruby开发的哦)安装包上传到服务器,进行解压缩,然后授权给elsearch用户,如下所示:

     1 [elsearch@k8s-master package]# tar -zxvf logstash-6.7.1.tar.gz -C /usr/local/elastic/
     2 
     3 [root@k8s-master elastic]# ll
     4 total 0
     5 drwxr-xr-x  9 elsearch elsearch 155 Jan  9 23:08 elasticsearch-6.7.1
     6 drwxr-xr-x  6 elsearch elsearch 241 Jan 10 20:05 filebeat-6.7.1-linux-x86_64
     7 drwxr-xr-x 13 elsearch elsearch 263 Jan  9 23:41 kibana-6.7.1-linux-x86_64
     8 drwxr-xr-x 12 root     root     255 Jan 10 20:31 logstash-6.7.1
     9 [root@k8s-master elastic]# chown -R elsearch:elsearch logstash-6.7.1/
    10 [root@k8s-master elastic]# ll
    11 total 0
    12 drwxr-xr-x  9 elsearch elsearch 155 Jan  9 23:08 elasticsearch-6.7.1
    13 drwxr-xr-x  6 elsearch elsearch 241 Jan 10 20:05 filebeat-6.7.1-linux-x86_64
    14 drwxr-xr-x 13 elsearch elsearch 263 Jan  9 23:41 kibana-6.7.1-linux-x86_64
    15 drwxr-xr-x 12 elsearch elsearch 255 Jan 10 20:31 logstash-6.7.1
    16 [root@k8s-master elastic]# 

    此处还是使用logstash来收集nginx日志,如下所示:

     1 [root@k8s-master logstash-6.7.1]# head -n 2 /var/log/nginx/access.log 
     2 192.168.110.1 - - [21/Jul/2019:21:52:34 +0800] "GET / HTTP/1.1" 200 612 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36"
     3 192.168.110.1 - - [21/Jul/2019:21:52:34 +0800] "GET /favicon.ico HTTP/1.1" 404 570 "http://192.168.110.133/" "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36"
     4 [root@k8s-master logstash-6.7.1]# ll
     5 total 848
     6 drwxr-xr-x  2 elsearch elsearch   4096 Jan 10 20:31 bin
     7 drwxr-xr-x  2 elsearch elsearch    142 Jan 10 20:31 config
     8 -rw-r--r--  1 elsearch elsearch   2276 Apr  3  2019 CONTRIBUTORS
     9 drwxr-xr-x  2 elsearch elsearch      6 Apr  3  2019 data
    10 -rw-r--r--  1 elsearch elsearch   4194 Apr  3  2019 Gemfile
    11 -rw-r--r--  1 elsearch elsearch  22455 Apr  3  2019 Gemfile.lock
    12 drwxr-xr-x  6 elsearch elsearch     84 Jan 10 20:31 lib
    13 -rw-r--r--  1 elsearch elsearch  13675 Apr  3  2019 LICENSE.txt
    14 drwxr-xr-x  4 elsearch elsearch     90 Jan 10 20:31 logstash-core
    15 drwxr-xr-x  3 elsearch elsearch     86 Jan 10 20:31 logstash-core-plugin-api
    16 drwxr-xr-x  4 elsearch elsearch     55 Jan 10 20:31 modules
    17 -rw-r--r--  1 elsearch elsearch 808305 Apr  3  2019 NOTICE.TXT
    18 drwxr-xr-x  3 elsearch elsearch     30 Jan 10 20:31 tools
    19 drwxr-xr-x  4 elsearch elsearch     33 Jan 10 20:31 vendor
    20 drwxr-xr-x 10 elsearch elsearch    205 Jan 10 20:31 x-pack
    21 [root@k8s-master logstash-6.7.1]# cd config/
    22 [root@k8s-master config]# ll
    23 total 36
    24 -rw-r--r-- 1 elsearch elsearch 1829 Apr  3  2019 jvm.options
    25 -rw-r--r-- 1 elsearch elsearch 4568 Apr  3  2019 log4j2.properties
    26 -rw-r--r-- 1 elsearch elsearch  342 Apr  3  2019 logstash-sample.conf
    27 -rw-r--r-- 1 elsearch elsearch 8204 Apr  3  2019 logstash.yml
    28 -rw-r--r-- 1 elsearch elsearch 3244 Apr  3  2019 pipelines.yml
    29 -rw-r--r-- 1 elsearch elsearch 1696 Apr  3  2019 startup.options
    30 [root@k8s-master config]# vim logstash.yml 
    31 [root@k8s-master config]# cp logstash-sample.conf nginx-logstash.conf
    32 [root@k8s-master config]# vim nginx-logstash.conf 
    33 [root@k8s-master config]# 

    nginx-logstash.conf配置文件,如下所示:

     1 input {
     2   stdin { }
     3 }
     4 
     5 filter {
     6   grok {
     7     match => {
     8       "message" => '%{IPORHOST:remote_ip} - %{DATA:user_name} [%{HTTPDATE:time}] "%{WORD:request_action} %{DATA:request} HTTP/%{NUMBER:http_version}" %{NUMBER:response} %{NUMBER:bytes} "%{DATA:referrer}" "%{DATA:agent}"'
     9     }
    10   }
    11 
    12   date {
    13     match => [ "time", "dd/MMM/YYYY:HH:mm:ss Z" ]
    14     locale => en
    15   }
    16 
    17   geoip {
    18     source => "remote_ip"
    19     target => "geoip"
    20   }
    21 
    22   useragent {
    23     source => "agent"
    24     target => "user_agent"
    25   }
    26 }
    27 
    28 output {
    29 stdout {
    30  codec => rubydebug 
    31  }
    32 }

    启动,正常情况,如下所示:

     1 [elsearch@k8s-master logstash-6.7.1]$ head -n 2 /var/log/nginx/access.log | ./bin/logstash -f config/nginx-logstash.conf 
     2 Sending Logstash logs to /usr/local/elastic/logstash-6.7.1/logs which is now configured via log4j2.properties
     3 [2021-01-10T21:09:04,032][WARN ][logstash.config.source.multilocal] Ignoring the 'pipelines.yml' file because modules or command line options are specified
     4 [2021-01-10T21:09:04,050][INFO ][logstash.runner          ] Starting Logstash {"logstash.version"=>"6.7.1"}
     5 [2021-01-10T21:09:14,231][INFO ][logstash.pipeline        ] Starting pipeline {:pipeline_id=>"main", "pipeline.workers"=>2, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>50}
     6 [2021-01-10T21:09:14,592][INFO ][logstash.filters.geoip   ] Using geoip database {:path=>"/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/logstash-filter-geoip-5.0.3-java/vendor/GeoLite2-City.mmdb"}
     7 [2021-01-10T21:09:15,316][INFO ][logstash.pipeline        ] Pipeline started successfully {:pipeline_id=>"main", :thread=>"#<Thread:0x7eea5747 run>"}
     8 [2021-01-10T21:09:15,470][INFO ][logstash.agent           ] Pipelines running {:count=>1, :running_pipelines=>[:main], :non_running_pipelines=>[]}
     9 [2021-01-10T21:09:16,380][INFO ][logstash.agent           ] Successfully started Logstash API endpoint {:port=>9600}
    10 /usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/awesome_print-1.7.0/lib/awesome_print/formatters/base_formatter.rb:31: warning: constant ::Fixnum is deprecated
    11 {
    12           "referrer" => "-",
    13               "host" => "k8s-master",
    14           "response" => "200",
    15               "tags" => [
    16         [0] "_geoip_lookup_failure"
    17     ],
    18         "@timestamp" => 2019-07-21T13:52:34.000Z,
    19          "remote_ip" => "192.168.110.1",
    20              "agent" => "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36",
    21            "message" => "192.168.110.1 - - [21/Jul/2019:21:52:34 +0800] "GET / HTTP/1.1" 200 612 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36"",
    22         "user_agent" => {
    23              "os" => "Windows",
    24           "build" => "",
    25           "major" => "74",
    26         "os_name" => "Windows",
    27          "device" => "Other",
    28           "patch" => "3729",
    29            "name" => "Chrome",
    30           "minor" => "0"
    31     },
    32          "user_name" => "-",
    33     "request_action" => "GET",
    34            "request" => "/",
    35              "geoip" => {},
    36           "@version" => "1",
    37               "time" => "21/Jul/2019:21:52:34 +0800",
    38              "bytes" => "612",
    39       "http_version" => "1.1"
    40 }
    41 {
    42           "referrer" => "http://192.168.110.133/",
    43               "host" => "k8s-master",
    44           "response" => "404",
    45               "tags" => [
    46         [0] "_geoip_lookup_failure"
    47     ],
    48         "@timestamp" => 2019-07-21T13:52:34.000Z,
    49          "remote_ip" => "192.168.110.1",
    50              "agent" => "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36",
    51            "message" => "192.168.110.1 - - [21/Jul/2019:21:52:34 +0800] "GET /favicon.ico HTTP/1.1" 404 570 "http://192.168.110.133/" "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.131 Safari/537.36"",
    52         "user_agent" => {
    53              "os" => "Windows",
    54           "build" => "",
    55           "major" => "74",
    56         "os_name" => "Windows",
    57          "device" => "Other",
    58           "patch" => "3729",
    59            "name" => "Chrome",
    60           "minor" => "0"
    61     },
    62          "user_name" => "-",
    63     "request_action" => "GET",
    64            "request" => "/favicon.ico",
    65              "geoip" => {},
    66           "@version" => "1",
    67               "time" => "21/Jul/2019:21:52:34 +0800",
    68              "bytes" => "570",
    69       "http_version" => "1.1"
    70 }
    71 [2021-01-10T21:09:16,618][INFO ][logstash.pipeline        ] Pipeline has terminated {:pipeline_id=>"main", :thread=>"#<Thread:0x7eea5747 run>"}
    72 [elsearch@k8s-master logstash-6.7.1]$ 

    如果报错,那估计就是自己的conf配置文件,比如格式,还是拼写,出现问题了,如下所示:

    1 [elsearch@k8s-master logstash-6.7.1]$ head -n 2 /var/log/nginx/access.log | ./bin/logstash -f config/nginx-logstash.conf 
    2 Sending Logstash logs to /usr/local/elastic/logstash-6.7.1/logs which is now configured via log4j2.properties
    3 [2021-01-10T21:02:50,780][WARN ][logstash.config.source.multilocal] Ignoring the 'pipelines.yml' file because modules or command line options are specified
    4 [2021-01-10T21:02:50,800][INFO ][logstash.runner          ] Starting Logstash {"logstash.version"=>"6.7.1"}
    5 [2021-01-10T21:03:02,953][INFO ][logstash.pipeline        ] Starting pipeline {:pipeline_id=>"main", "pipeline.workers"=>2, "pipeline.batch.size"=>125, "pipeline.batch.delay"=>50}
    6 [2021-01-10T21:03:03,310][ERROR][logstash.pipeline        ] Error registering plugin {:pipeline_id=>"main", :plugin=>"#<LogStash::FilterDelegator:0x12758a4d>", :error=>"pattern %{HTTPDATA:time} not defined", :thread=>"#<Thread:0x206ac3e9 run>"}
    7 [2021-01-10T21:03:03,329][ERROR][logstash.pipeline        ] Pipeline aborted due to error {:pipeline_id=>"main", :exception=>#<Grok::PatternError: pattern %{HTTPDATA:time} not defined>, :backtrace=>["/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/jls-grok-0.11.5/lib/grok-pure.rb:123:in `block in compile'", "org/jruby/RubyKernel.java:1411:in `loop'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/jls-grok-0.11.5/lib/grok-pure.rb:93:in `compile'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/logstash-filter-grok-4.0.4/lib/logstash/filters/grok.rb:281:in `block in register'", "org/jruby/RubyArray.java:1792:in `each'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/logstash-filter-grok-4.0.4/lib/logstash/filters/grok.rb:275:in `block in register'", "org/jruby/RubyHash.java:1419:in `each'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/logstash-filter-grok-4.0.4/lib/logstash/filters/grok.rb:270:in `register'", "org/logstash/config/ir/compiler/AbstractFilterDelegatorExt.java:56:in `register'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:259:in `register_plugin'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:270:in `block in register_plugins'", "org/jruby/RubyArray.java:1792:in `each'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:270:in `register_plugins'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:612:in `maybe_setup_out_plugins'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:280:in `start_workers'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:217:in `run'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/pipeline.rb:176:in `block in start'"], :thread=>"#<Thread:0x206ac3e9 run>"}
    8 [2021-01-10T21:03:03,348][ERROR][logstash.agent           ] Failed to execute action {:id=>:main, :action_type=>LogStash::ConvergeResult::FailedAction, :message=>"Could not execute action: PipelineAction::Create<main>, action_result: false", :backtrace=>nil}
    9 [elsearch@k8s-master logstash-6.7.1]$ 

    如果报下面的错,那是logstash-6.7.1目录下面的data删除掉就行了,或者备份了,我可能是使用root启动了,下次使用自己的账号启动就可以重新自动生成了。

    1 [elsearch@k8s-master logstash-6.7.1]$ head -n 2 /var/log/nginx/access.log | ./bin/logstash -f config/nginx-logstash.conf 
    2 Sending Logstash logs to /usr/local/elastic/logstash-6.7.1/logs which is now configured via log4j2.properties
    3 [2021-01-10T20:56:42,326][FATAL][logstash.runner          ] An unexpected error occurred! {:error=>#<ArgumentError: Path "/usr/local/elastic/logstash-6.7.1/data/queue" must be a writable directory. It is not writable.>, :backtrace=>["/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/settings.rb:447:in `validate'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/settings.rb:229:in `validate_value'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/settings.rb:140:in `block in validate_all'", "org/jruby/RubyHash.java:1419:in `each'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/settings.rb:139:in `validate_all'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/runner.rb:278:in `execute'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/clamp-0.6.5/lib/clamp/command.rb:67:in `run'", "/usr/local/elastic/logstash-6.7.1/logstash-core/lib/logstash/runner.rb:237:in `run'", "/usr/local/elastic/logstash-6.7.1/vendor/bundle/jruby/2.5.0/gems/clamp-0.6.5/lib/clamp/command.rb:132:in `run'", "/usr/local/elastic/logstash-6.7.1/lib/bootstrap/environment.rb:73:in `<main>'"]}
    4 [2021-01-10T20:56:42,354][ERROR][org.logstash.Logstash    ] java.lang.IllegalStateException: Logstash stopped processing because of an error: (SystemExit) exit
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  • 原文地址:https://www.cnblogs.com/biehongli/p/14259602.html
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