{"id":1630,"date":"2022-05-03T20:55:09","date_gmt":"2022-05-03T12:55:09","guid":{"rendered":"https:\/\/www.buyao007.icu\/?p=1630"},"modified":"2022-05-07T21:22:03","modified_gmt":"2022-05-07T13:22:03","slug":"5-logstash%e6%97%a5%e5%bf%97%e5%a4%84%e7%90%86%e5%ba%94%e7%94%a8%e6%a1%88%e4%be%8b","status":"publish","type":"post","link":"https:\/\/www.buyao007.icu\/?p=1630","title":{"rendered":"5.Logstash\u65e5\u5fd7\u5904\u7406\u5e94\u7528\u6848\u4f8b"},"content":{"rendered":"\n<p>\u5b59\u5bcc\u9633\uff0c \u6c5f\u6e56\u4eba\u79f0\u6ca1\u4eba\u79f0\u3002\u591a\u5e74\u4e92\u8054\u7f51\u8fd0\u7ef4\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u66fe\u8d1f\u8d23\u8fc7\u5b59\u5e03\u65af\u5927\u89c4\u6a21\u96c6\u7fa4\u67b6\u6784\u81ea\u52a8\u5316\u8fd0\u7ef4\u7ba1\u7406\u5de5\u4f5c\u3002\u64c5\u957fWeb\u96c6\u7fa4\u67b6\u6784\u4e0e\u81ea\u52a8\u5316\u8fd0\u7ef4\uff0c\u66fe\u8d1f\u8d23\u56fd\u5185\u67d0\u5927\u578b\u535a\u5ba2\u7f51\u7ad9\u8fd0\u7ef4\u5de5\u4f5c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"toc_0\">1.logstash\u6536\u96c6app\u5e94\u7528\u65e5\u5fd7<\/h2>\n\n\n\n<p><strong><em>1.app\u65e5\u5fd7\u6982\u8ff0<\/em><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5e94\u7528APP\u65e5\u5fd7\uff0c\u4e3b\u8981\u7528\u6765\u8bb0\u5f55\u7528\u6237\u7684\u64cd\u4f5c\r\n&#91;INFO] 2021-12-28 04:53:36 &#91;cn.sfy.main] \u2013 DAU|8329|\u9886\u53d6\u4f18\u60e0\u5238|2021-12-28 03:18:31\r\n&#91;INFO] 2021-12-28 04:53:40 &#91;cn.sfy.main] \u2013 DAU|131|\u8bc4\u8bba\u5546\u54c1|2021-12-28 03:06:27\r\nAPP\u5728\u751f\u4ea7\u662f\u771f\u5b9e\u7684\u7cfb\u7edf\uff0c\u76ee\u524d\u4ec5\u4ec5\u662f\u4e3a\u4e86\u5b66\u4e60\u65e5\u5fd7\u6536\u96c6\u3001\u5206\u6790\u3001\u5c55\u793a\uff0c\u6240\u4ee5\u4e5d\u6a21\u62df\u4e00\u4e9b\u7528\u6237\u6570\u636e\u3002\r<\/code><\/pre>\n\n\n\n<p><strong><em>2.app\u65e5\u5fd7\u67b6\u6784<\/em><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>1.\u9996\u5148\u901a\u8fc7filebeat\u8bfb\u53d6\u65e5\u5fd7\u6587\u4ef6\u4e2d\u7684\u5185\u5bb9\uff0c\u5e76\u4e14\u5c06\u5185\u5bb9\u53d1\u9001\u4e2aLogstash\r\n2.logstash\u63a5\u6536\u5230\u5185\u5bb9\u540e\uff0c\u5c06\u6570\u636e\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u6570\u636e\u3002\u7136\u540e\u8f93\u51fa\u7ed9es\u6570\u636e\u5e93\r\n3.Kibaba\u6dfb\u52a0es\u7d22\u5f15\uff0c\u8bfb\u53d6\u6570\u636e\uff0c\u7136\u540e\u518dkibana\u4e2d\u8fdb\u884c\u5206\u6790\uff0c\u6700\u540e\u8fdb\u884c\u5c55\u793a\r<\/code><\/pre>\n\n\n\n<p><strong><em>3.app\u65e5\u5fd7\u5206\u6790\u5b9e\u64cd<\/em><\/strong><\/p>\n\n\n\n<p>1.filebeat\u914d\u7f6e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/filebeat\/filebeat.yml\r\nfilebeat.inputs:\r\n- type: log\r\n  paths:\r\n  - \/var\/log\/app.log\r\n  enabled: true\r\n\r\noutput.logstash:\r\n  hosts: &#91;\"10.0.0.152:5044\"]\r<\/code><\/pre>\n\n\n\n<p>2.logstash\u914d\u7f6e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/logstash\/conf.d\/app.conf\r\ninput {\r\n\tbeats {\r\n\t\tport => 5044\r\n\t}\r\n\r\n}\r\n\r\nfilter {\r\n\tmutate {\r\n\t\tsplit => { \"message\" => \"|\" }\r\n\r\n\t\tadd_field => {\r\n\t\t\t\"UserID\" => \"%{&#91;message]&#91;1]}\"\r\n\t\t\t\"Action\" => \"%{&#91;message]&#91;2]}\"\r\n\t\t\t\"Date\" => \"%{&#91;message]&#91;3]}\"\r\n\t\t}\r\n\r\n\t\tconvert => {\r\n\t\t\t\"UserID\" => \"integer\"\r\n\t\t\t\"Action\" => \"string\"\r\n\t\t\t\"Date\" => \"string\"\r\n\t\t}\r\n\t\tremove_field => &#91;\"headers\",\"message\"]\r\n\t}\r\n\r\n\r\n\tdate { \r\n\t\tmatch => &#91;\"Date\", \"YYYY-MM-dd HH:mm:ss\"] \r\n\t\ttarget => \"@timestamp\" \r\n\t\ttimezone => \"UTC\" \r\n\t}\r\n\r\n}\r\n\r\noutput {\r\n\tstdout {\r\n\t\tcodec => rubydebug\r\n\t}\r\n}\r<\/code><\/pre>\n\n\n\n<p>3.\u63d2\u5165\u4e00\u6761\u6570\u636e\u67e5\u770b\u7ed3\u679c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# echo \"&#91;INFO] 2021-12-28 04:53:36 &#91;cn.sfy.main] ? DAU|8329|\u9886\u53d6\u4f18\u5238|2021-12-28 03:18:31\" >> \/var\/log\/app.log<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"532\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-32.png\" alt=\"\" class=\"wp-image-1631\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-32.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-32-300x185.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-32-768x472.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p>4.\u7ecf\u8fc7\u6d4b\u8bd5\u6ca1\u6709\u95ee\u9898\uff0c\u73b0\u5728\u914d\u7f6e\u6570\u636e\u6253\u5165es\u6570\u636e\u5e93<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4fee\u6539logstash\u914d\u7f6e\u6587\u4ef6\r\n&#91;root@es-node3 ~]# cat \/etc\/logstash\/conf.d\/app.conf\r\ninput {\r\n\tbeats {\r\n\t\tport => 5044\r\n\t}\r\n\r\n}\r\n\r\nfilter {\r\n\tmutate {\r\n\t\tsplit => { \"message\" => \"|\" }\r\n\r\n\t\tadd_field => {\r\n\t\t\t\"UserID\" => \"%{&#91;message]&#91;1]}\"\r\n\t\t\t\"Action\" => \"%{&#91;message]&#91;2]}\"\r\n\t\t\t\"Date\" => \"%{&#91;message]&#91;3]}\"\r\n\t\t}\r\n\r\n\t\tconvert => {\r\n\t\t\t\"UserID\" => \"integer\"\r\n\t\t\t\"Action\" => \"string\"\r\n\t\t\t\"Date\" => \"string\"\r\n\t\t}\r\n\t\tremove_field => &#91;\"headers\",\"message\"]\r\n\t}\r\n\r\n\r\n\tdate { \r\n\t\tmatch => &#91;\"Date\", \"YYYY-MM-dd HH:mm:ss\"] \r\n\t\ttarget => \"@timestamp\" \r\n\t\ttimezone => \"UTC\" \r\n\t}\r\n\r\n}\r\n\r\noutput {\r\n\r\n\telasticsearch {\r\n\t\thosts => &#91;\"10.0.0.150:9200\",\"10.0.0.151:9200\",\"10.0.0.152:9200\"]\r\n\t\tindex => \"app-logstash-app-%{+yyyy.MM.dd}\"\r\n\t}\r\n}\r\n\u521b\u5efa\u6d4b\u8bd5\u6570\u636e\r\n&#91;root@es-node3 ~]# echo \"&#91;INFO] 2021-12-28 04:54:36 &#91;cn.sfy.main] \u2013 DAU|8332|\u9886\u53d6\u4f18\u5238|2021-12-28 03:21:31\" >> \/var\/log\/app.log \r\n&#91;root@es-node3 ~]# echo \"&#91;INFO] 2021-12-28 04:55:36 &#91;cn.sfy.main] \u2013 DAU|8333|\u9886\u53d6\u4f18\u5238|2021-12-28 03:22:31\" >> \/var\/log\/app.log\r\n\u53ef\u4ee5\u770b\u5230\u521a\u624d\u521b\u5efa\u7684\u6570\u636e\u5df2\u7ecf\u5c55\u793a\u51fa\u6765\u4e86\r<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"415\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-33.png\" alt=\"\" class=\"wp-image-1632\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-33.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-33-300x144.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-33-768x368.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"toc_0\">2.Logstash\u5206\u6790Nginx\u65e5\u5fd7<\/h2>\n\n\n\n<p><strong><em>1.Nginx\u65e5\u5fd7\u6536\u96c6\u6982\u8ff0<\/em><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4f7f\u7528\u524d\u9762\u6240\u5b66\u4e60\u5230\u7684\u6240\u6709\u5185\u5bb9\uff0c\u5bf9nginx\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\r\n221.228.217.171 - - &#91;28\/Apr\/2022:04:16:48 +0800] \"GET \/error\/ HTTP\/1.1\" 304 0 \"-\" \"python-requests\/2.27.1\" \"124.248.67.36\"\r\n\u65e5\u5fd7\u683c\u5f0f\u4e3anginx\u9ed8\u8ba4\u683c\u5f0f\u5982\u4e0b\uff1a\r\n    log_format  main  '$remote_addr - $remote_user &#91;$time_local] \"$request\" '\r\n                      '$status $body_bytes_sent \"$http_referer\" '\r\n                      '\"$http_user_agent\" \"$http_x_forwarded_for\"';\r\n1.\u5c06Nginx\u666e\u901a\u65e5\u5fd7\u8f6c\u6362\u4e3ajson\r\n2.\u5c06Nginx\u65e5\u5fd7\u7684\u65f6\u95f4\u683c\u5f0f\u8fdb\u884c\u683c\u5f0f\u5316\u8f93\u51fa\r\n3.\u5c06Nginx\u65e5\u5fd7\u7684\u6765\u6e90IP\u8fdb\u884c\u5730\u57df\u5206\u6790\r\n4.\u5c06Nginx\u65e5\u5fd7\u7684user-agent\u5b57\u6bb5\u8fdb\u884c\u5206\u6790\r\n5.\u5c06Nginx\u65e5\u5fd7\u7684bytes\u4fee\u6539\u4e3a\u6574\u6570\r<\/code><\/pre>\n\n\n\n<p><strong><em>2.filebeat\u914d\u7f6e\u5982\u4e0b<\/em><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/filebeat\/filebeat.yml \r\nfilebeat.inputs:\r\n- type: log\r\n  paths:\r\n  - \/var\/log\/nginx.log\r\n  enabled: true\r\n  tags: &#91;\"access\"]\r\n\r\n- type: log\r\n  paths:\r\n  - \/var\/log\/error.log\r\n  enabled: true\r\n  tags: &#91;\"error\"]\r\n\r\noutput.logstash:\r\n  hosts: &#91;\"10.0.0.152:5044\"]\r\n  # loadbalance: true   \u591a\u4e2aLogstash\u7684\u65f6\u5019\u5f00\u542f\u8d1f\u8f7d\r\n  # worker: 2           #\u5de5\u4f5c\u7ebf\u7a0b\u6570 * number of hosts\r<\/code><\/pre>\n\n\n\n<p><strong><em>3.logtash\u914d\u7f6e\u5982\u4e0b<\/em><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>###\u521b\u5efagrok\u7684\u5339\u914d\r\n&#91;root@es-node3 ~]# mkdir \/usr\/local\/logstash\/patterns -p\r\n&#91;root@es-node3 ~]# cat \/usr\/local\/logstash\/patterns\/nginx \r\n# URIPARM1 &#91;A-Za-z0-9$.+!*'|(){},~@#%&amp;\/=:;_?\\-\\&#91;\\]]*\r\n# URIPATH1 (?:\/&#91;A-Za-z0-9$.+!*'(){},~:;=@#%&amp;_\\- ]*)+\r\nNGINXACCESS %{IPORHOST:remote_addr} - (%{USERNAME:user}|-) \\&#91;%{HTTPDATE:log_timestamp}\\] \"(?:%{WORD:verb} %{NOTSPACE:request}(?: HTTP\/%{NUMBER:httpversion})?|%{DATA:rawrequest})\" %{BASE10NUM:http_status} (?:%{BASE10NUM:body_bytes_sent}|-) \\\"%{GREEDYDATA:http_referrer}\\\" (?:%{QUOTEDSTRING:user_agent}|-) \\\"(%{IPV4:http_x_forwarded_for}|-)\"\r\n###logstash\u914d\u7f6e\u6587\u4ef6\r\n&#91;root@es-node3 ~]# cat \/etc\/logstash\/conf.d\/nginx.conf\r\ninput {\r\n\tbeats {\r\n\t\tport => 5044\r\n\t}\r\n\r\n}\r\n\r\nfilter {\r\n\tif \"access\" in &#91;tags]&#91;0] {\r\n\t\tgrok {\r\n\t\t\tpatterns_dir => \"\/usr\/local\/logstash\/patterns\" ###\u6307\u5b9apattern\u5339\u914dgrok\u7684\u8def\u5f84\r\n\t\t\tmatch => {\r\n\t\t\t\t\"message\" => \"%{NGINXACCESS}\"\r\n\t\t\t}\r\n\t\t}\r\n\t\tgeoip {\r\n\t\t\tsource => \"http_x_forwarded_for\"\r\n\t\t\tfields => &#91;\"country_name\",\"country_code2\",\"timezone\",\"longitude\",\"latitude\",\"continent_code\"]\r\n\t\t}\r\n\t\r\n\t\r\n\t\tdate {\r\n\t\t\t# 09\/Nov\/2020:08:51:50 +0800\r\n\t\t\tmatch => &#91;\"log_timestamp\", \"dd\/MMM\/yyyy:HH:mm:ss Z\" ]\r\n\t\t\ttarget => \"@timestamp\"\r\n\t\t\ttimezone => \"Asia\/Shanghai\"\r\n\t\t}\r\n\t\r\n\t\r\n\t\tuseragent {\r\n\t\t\tsource => \"user_agent\"\r\n\t\t\ttarget => \"agent\"\r\n\t\t}\r\n\t\r\n\t\tmutate {\r\n\t\t\tconvert => &#91; \"body_bytes_sent\", \"integer\" ]\r\n\t\t\tadd_field => { \"target_index\" => \"logstash-nginx-access-%{+YYYY.MM.dd}\" }\r\n\t\t}\r\n\t} else if \"error\" in &#91;tags]&#91;0] {\r\n\t\tmutate {\r\n\t\t\tadd_field => { \"target_index\" => \"logstash-nginx-error-%{+YYYY.MM.dd}\" }\r\n\t\t}\r\n\t}\r\n\r\n\r\n}\r\n\r\noutput {\r\n\r\n\telasticsearch {\r\n\t\thosts => &#91;\"10.0.0.150:9200\",\"10.0.0.151:9200\",\"10.0.0.152:9200\"]\r\n\t\tindex => \"%{&#91;target_index]}\"\r\n\t}\r\n\r\n}\r\n\u6548\u679c\u56fe\u5982\u4e0b\r<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"443\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-34.png\" alt=\"\" class=\"wp-image-1635\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-34.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-34-300x154.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-34-768x393.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p><strong><em>4.\u4f7f\u7528kibana\u521b\u5efa\u4e00\u4e2a\u6bcf\u4e2aip\u8bbf\u95ee\u7684\u6d41\u91cf\u7684\u997c\u56fe<\/em><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"435\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-35.png\" alt=\"\" class=\"wp-image-1636\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-35.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-35-300x151.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-35-768x386.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"429\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-36.png\" alt=\"\" class=\"wp-image-1637\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-36.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-36-300x149.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-36-768x381.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"492\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-37.png\" alt=\"\" class=\"wp-image-1638\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-37.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-37-300x171.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-37-768x437.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"442\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-38.png\" alt=\"\" class=\"wp-image-1639\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-38.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-38-300x153.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-38-768x392.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"579\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-39.png\" alt=\"\" class=\"wp-image-1640\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-39.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-39-300x201.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-39-768x514.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"689\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-40.png\" alt=\"\" class=\"wp-image-1641\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-40.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-40-300x239.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-40-768x612.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"426\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-41.png\" alt=\"\" class=\"wp-image-1642\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-41.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-41-300x148.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-41-768x378.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"448\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-42.png\" alt=\"\" class=\"wp-image-1643\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-42.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-42-300x155.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-42-768x398.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"449\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-43.png\" alt=\"\" class=\"wp-image-1644\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-43.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-43-300x156.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-43-768x399.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"toc_0\">3.Logstash\u5206\u6790mysql\u65e5\u5fd7<\/h2>\n\n\n\n<p><strong><em>1.MySQL\u6162\u65e5\u5fd7\u6536\u96c6\u4ecb\u7ecd<\/em><\/strong><\/p>\n\n\n\n<p>1.\u4ec0\u4e48\u662fMysql\u6162\u67e5\u8be2\u65e5\u5fd7\uff1f<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5f53SQL\u8bed\u53e5\u6267\u884c\u65f6\u95f4\u8d85\u8fc7\u6240\u8bbe\u5b9a\u7684\u9608\u503c\u65f6\uff0c\u4fbf\u4f1a\u8bb0\u5f55\u5230\u6307\u5b9a\u7684\u65e5\u5fd7\u6587\u4ef6\u4e2d\uff0c\u6240\u8bb0\u5f55\u5185\u5bb9\u79f0\u4e4b\u4e3a\u6162\u67e5\u8be2\u65e5\u5fd7\u3002<\/code><\/pre>\n\n\n\n<p>2.\u4e3a\u4ec0\u4e48\u8981\u6536\u96c6Mysql\u6162\u67e5\u8be2\u65e5\u5fd7\uff1f<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u6570\u636e\u5e93\u5728\u8fd0\u884c\u671f\u95f4\uff0c\u53ef\u80fd\u4f1a\u5b58\u5728SQL\u8bed\u53e5\u67e5\u8be2\u8fc7\u6162\uff0c\u90a3\u6211\u4eec\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u3001\u5206\u6790\u54ea\u4e9bSQL\u8bed\u53e5\u9700\u8981\u4f18\u5316\u5904\u7406\uff0c\u53c8\u662f\u54ea\u4e9bSQL\u8bed\u53e5\u7ed9\u4e1a\u52a1\u7cfb\u7edf\u9020\u6210\u5f71\u54cd\u5462\uff1f\r\n\u5f53\u6211\u4eec\u8fdb\u884c\u7edf\u4e00\u7684\u6536\u96c6\u5206\u6790\uff0cSQL\u8bed\u53e5\u6267\u884c\u7684\u65f6\u95f4\uff0c\u4ee5\u53ca\u6267\u884c\u7684SQL\u8bed\u53e5\uff0c\u4e00\u76ee\u4e86\u7136\u3002\r<\/code><\/pre>\n\n\n\n<p>3.\u5982\u4f55\u6536\u96c6Mysql\u6162\u67e5\u8be2\u65e5\u5fd7?<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>1.\u5b89\u88c5MySQL\r\n2.\u5f00\u542fMySQL\u6162\u67e5\u8be2\u65e5\u5fd7\u8bb0\u5f55\r\n3.\u4f7f\u7528filebeat\u6536\u96c6\u672c\u5730\u6162\u67e5\u8be2\u65e5\u5fd7\u8def\u5f84\r<\/code><\/pre>\n\n\n\n<p><strong><em>2.MySQL\u6162\u67e5\u8be2\u65e5\u5fd7\u6536\u96c6<\/em><\/strong><\/p>\n\n\n\n<p>1.\u5b89\u88c5MySQL\uff0c\u5e76\u5f00\u542f\u6162\u65e5\u5fd7<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# yum -y install mariadb-server.x86_64\r\n&#91;root@es-node3 ~]# systemctl start mariadb.service\r\n&#91;root@es-node3 ~]# mysql\r\nMariaDB &#91;(none)]> set global slow_query_log=on;\r\nMariaDB &#91;(none)]> set global long_query_time=0.01;\r\nMariaDB &#91;(none)]> set global log_queries_not_using_indexes=1;\r\n#\u6a21\u62df\u6162\u65e5\u5fd7\r\nMariaDB &#91;(none)]> select sleep(1) user,host from mysql.user;\r<\/code><\/pre>\n\n\n\n<p>2.\u914d\u7f6efilebeat\u6536\u96c6mysql\u65e5\u5fd7<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/filebeat\/filebeat.yml\r\nfilebeat.inputs:\r\n- type: log\r\n  enabled: true\r\n  paths:\r\n    - \/var\/lib\/mysql\/es-node3-slow.log\r\n  exclude_lines: &#91;'^\\# Time']        #\u6392\u9664\u65e0\u7528\u7684\u884c\r\n  multiline.pattern: '^\\# User'\r\n  multiline.negate: true\r\n  multiline.match: after\r\n  multiline.max_lines: 10000    #\u9ed8\u8ba4\u6700\u5927\u5408\u5e76500\u884c\uff0c\u53ef\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\r\n\r\n#\u8f93\u51fa\u81f3\u5c4f\u5e55\uff0c\u67e5\u770b\u662f\u5426\u90fd\u5199\u5165\u81f3Message\u5b57\u6bb5\r\noutput.console:\r\n  pretty: true\r\n  enable: true\r<\/code><\/pre>\n\n\n\n<p><strong><em>3.Logstash\u5904\u7406\u5206\u6790\u65e5\u5fd7<\/em><\/strong><\/p>\n\n\n\n<p>1.filebeat\u914d\u7f6e\uff0c\u5c06\u539f\u6765\u5199\u5165es\u4fee\u6539\u4e3a\u5199\u5165logstash<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/filebeat\/filebeat.yml\r\nfilebeat.inputs:\r\n- type: log\r\n  enabled: true\r\n  paths:\r\n    - \/var\/log\/mariadb\/slow.log\r\n  exclude_lines: &#91;'^\\# Time']       #\u6392\u9664\u5339\u914d\u7684\u884c\r\n  multiline.pattern: '^\\# User'\r\n  multiline.negate: true\r\n  multiline.match: after\r\n\r\noutput.logstash:\r\n  hosts: &#91;\"10.0.0.152:5044\"]\r<\/code><\/pre>\n\n\n\n<p>2.logstash\u65e5\u5fd7\u5904\u7406\u601d\u8def<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>1.\u4f7f\u7528grok\u63d2\u4ef6\u5c06mysql\u6162\u65e5\u5fd7\u683c\u5f0f\u5316\u4e3ajson\u683c\u5f0f\r\n2.\u5c06timestamp\u65f6\u95f4\u8f6c\u6362\u4e3a\u672c\u5730\u65f6\u95f4\r\n3.\u68c0\u67e5json\u683c\u5f0f\u662f\u5426\u6210\u529f\uff0c\u6210\u529f\u540e\u53ef\u4ee5\u5c06\u6ca1\u7528\u7684\u5b57\u6bb5\u5220\u9664\r\n4.\u6700\u540e\u5c06\u8f93\u51fa\u5230\u5c4f\u5e55\u7684\u5185\u5bb9\uff0c\u8f93\u51fa\u81f3Elasticsearch\u96c6\u7fa4\u3002\r<\/code><\/pre>\n\n\n\n<p>3.logstash\u914d\u7f6e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@es-node3 ~]# cat \/etc\/logstash\/conf.d\/mysql_logstash_es.conf\r\ninput {\r\n\tbeats {\r\n\t\tport => 5044\r\n\t}\r\n}\r\n\r\nfilter {\r\n\t#\u5c06filebeat\u591a\u884c\u4ea7\u751f\u7684\\n\u66ff\u6362\u4e3a\u7a7a\r\n\tmutate {\r\n\t\tgsub => &#91;\"message\",\"\\n\",\" \"]\r\n\t}\r\n    \r\n\tgrok {\r\n\t\tmatch => { \"message\" => \"(?m)^# User@Host: %{USER:User}\\&#91;%{USER-2:User}\\] @ (?:(?&lt;Clienthost>\\S*) )?\\&#91;(?:%{IP:Client_IP})?\\] # Thread_id: %{NUMBER:Thread_id:integer}\\s+ Schema: (?:(?&lt;DBname>\\S*) )\\s+QC_hit: (?:(?&lt;QC_hit>\\S*) )# Query_time: %{NUMBER:Query_Time}\\s+ Lock_time: %{NUMBER:Lock_Time}\\s+ Rows_sent: %{NUMBER:Rows_Sent:integer}\\s+Rows_examined: %{NUMBER:Rows_Examined:integer} SET timestamp=%{NUMBER:timestamp}; \\s*(?&lt;Query>(?&lt;Action>\\w+)\\s+.*)\" }\r\n\t}\r\n\r\n\tdate {\r\n\t\tmatch => &#91;\"timestamp\",\"UNIX\", \"YYYY-MM-dd HH:mm:ss\"]\r\n\t\ttarget => \"@timestamp\"\r\n\t\ttimezone => \"Asia\/Shanghai\"\r\n\t}\r\n    \r\n\tmutate {\r\n\t\t#\u79fb\u9664message\u7b49\u5b57\u6bb5\r\n\t\tremove_field => &#91;\"message\",\"input\",\"timestamp\"]\r\n\r\n\t\t#\u5bf9Query_time Lock_time \u683c\u5f0f\u8f6c\u6362\u4e3a\u6d6e\u70b9\u6570\r\n\t\tconvert => &#91;\"Lock_Time\",\"float\"]\r\n\t\tconvert => &#91;\"Query_Time\",\"float\"]\r\n\r\n\t\t#\u6dfb\u52a0\u7d22\u5f15\u540d\u79f0\r\n\t\tadd_field => { \"&#91;@metadata]&#91;target_index]\" => \"mysql-logstash-%{+YYYY.MM.dd}\" }\r\n\t}\r\n}\r\n\r\noutput {\r\n\telasticsearch {\r\n\t\thosts => &#91;\"10.0.0.150:9200\",\"10.0.0.151:9200\",\"10.0.0.152:9200\"]\r\n\t\tindex => \"%{&#91;@metadata]&#91;target_index]}\"\r\n\t\ttemplate_overwrite => true\r\n\t}\r\n}\r\n\u7531\u4e8e\u65e5\u5fd7\u91cf\u8f83\u5c11\uff0c\u6211\u5c31\u6ca1\u6709\u8f93\u5165\u5230es\uff0c\u76f4\u63a5\u8f93\u5165\u5230\u5c4f\u5e55\u4e0a\u4e86\uff0c\u53ef\u4ee5\u770b\u5230\u6548\u679c\u8fd8\u662f\u4e0d\u9519\u7684\r<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"576\" src=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-44.png\" alt=\"\" class=\"wp-image-1647\" srcset=\"https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-44.png 865w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-44-300x200.png 300w, https:\/\/www.buyao007.icu\/wp-content\/uploads\/2022\/05\/image-44-768x511.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b59\u5bcc\u9633\uff0c \u6c5f\u6e56\u4eba\u79f0\u6ca1\u4eba\u79f0\u3002\u591a\u5e74\u4e92\u8054\u7f51\u8fd0\u7ef4\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u66fe\u8d1f\u8d23\u8fc7\u5b59\u5e03\u65af\u5927\u89c4\u6a21\u96c6\u7fa4\u67b6\u6784\u81ea\u52a8\u5316\u8fd0\u7ef4\u7ba1\u7406\u5de5\u4f5c\u3002\u64c5\u957fWeb\u96c6 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":246,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"_links":{"self":[{"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/posts\/1630"}],"collection":[{"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1630"}],"version-history":[{"count":3,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/posts\/1630\/revisions"}],"predecessor-version":[{"id":1648,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/posts\/1630\/revisions\/1648"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=\/wp\/v2\/media\/246"}],"wp:attachment":[{"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1630"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1630"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.buyao007.icu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}