{"id":371,"date":"2017-08-29T10:55:40","date_gmt":"2017-08-29T02:55:40","guid":{"rendered":"https:\/\/blog.jsjs.org\/?p=371"},"modified":"2017-08-29T10:55:40","modified_gmt":"2017-08-29T02:55:40","slug":"%e5%ae%9e%e6%88%98elasticstack","status":"publish","type":"post","link":"https:\/\/blog.jsjs.org\/?p=371","title":{"rendered":"\u5b9e\u6218ElasticStack"},"content":{"rendered":"<p>\u6211\u5bf9\u00a0<a href=\"https:\/\/www.elastic.co\/\" target=\"_blank\" rel=\"noopener\">ElasticStack<\/a>\u00a0\u53ef\u4ee5\u8bf4\u662f\u65e2\u719f\u6089\u53c8\u964c\u751f\uff0c\u8bf4\u719f\u6089\u662f\u56e0\u4e3a\u5f88\u4e45\u4ee5\u524d\u5c31\u5df2\u7ecf\u5f00\u59cb\u4f7f\u7528 ELK \u6765\u5206\u6790\u65e5\u5fd7\u4e86\uff0c\u8bf4\u964c\u751f\u662f\u56e0\u4e3a\u4ee5\u524d\u7684 ELK \u73af\u5883\u90fd\u662f\u540c\u4e8b\u642d\u5efa\u7684\uff0c\u6211\u4e3b\u8981\u662f\u770b\u770b Kibana \u9762\u677f\u800c\u5df2\u3002\u968f\u7740\u00a0<a href=\"https:\/\/www.elastic.co\/v5\" target=\"_blank\" rel=\"noopener\">V5<\/a>\u00a0\u7684\u53d1\u5e03\uff0cELK \u5168\u9762\u8fdb\u5316\u4e3a ElasticStack\uff0c\u8be5\u81ea\u5df1\u52a8\u624b\u4e86\u3002<\/p>\n<p>\u5b9e\u9645\u64cd\u4f5c\u524d\u6700\u597d\u5927\u81f4\u6d4f\u89c8\u4e00\u4e0b<a href=\"https:\/\/www.elastic.co\/guide\/index.html\" target=\"_blank\" rel=\"noopener\">\u5b98\u65b9\u6587\u6863<\/a>\uff0c\u4ee5\u4fbf\u5bf9 ElasticStack \u5404\u4e2a\u7ec4\u4ef6\u7684\u4f5c\u7528\u6709\u4e00\u4e2a\u57fa\u672c\u6982\u5ff5\uff0c\u5982\u679c\u770b\u5b8c\u6587\u6863\u8fd8\u6ca1\u641e\u6e05\u695a\uff0c\u90a3\u4e48\u81f3\u5c11\u8981\u770b\u660e\u767d\u4e0b\u9762\u8fd9\u5f20\u56fe\uff1a<\/p>\n<div id=\"attachment_567\" class=\"wp-caption alignnone\"><a href=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/elasticstack.png\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-567 size-full\" src=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/elasticstack.png\" alt=\"ElasticStack\" width=\"970\" height=\"279\" \/><\/a><\/p>\n<p class=\"wp-caption-text\">ElasticStack<\/p>\n<\/div>\n<p>\u6574\u4e2a\u6d41\u7a0b\u76f8\u5f53\u7b80\u5355\uff0c\u9996\u5148\u670d\u52a1\u5668\u901a\u8fc7\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Filebeat<\/a>\u00a0\u628a\u6570\u636e\u4e0a\u62a5\u7ed9\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Logstash<\/a>\uff0c\u7136\u540e\u628a\u5206\u6790\u540e\u628a\u6570\u636e\u4fdd\u5b58\u5230\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/index.html\" target=\"_blank\" rel=\"noopener\">ElasticSearch<\/a>\u00a0\u91cc\uff0c\u6700\u540e\u7528\u6237\u901a\u8fc7\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/kibana\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Kibana<\/a>\u00a0\u6d4f\u89c8\u6570\u636e\u3002<\/p>\n<p>\u5e9f\u8bdd\u5c11\u8bf4\uff0c\u63a5\u4e0b\u6765\u8ba9\u6211\u4eec\u6309\u987a\u5e8f<a href=\"https:\/\/www.elastic.co\/guide\/en\/elastic-stack\/current\/installing-elastic-stack.html\" target=\"_blank\" rel=\"noopener\">\u5b89\u88c5<\/a>\u00a0ElasticStack \u7684\u5404\u4e2a\u7ec4\u4ef6\uff0c\u4e0d\u8fc7\u5b89\u88c5\u524d\u6211\u4eec\u9700\u8981\u786e\u4fdd\u7cfb\u7edf\u5df2\u6709\u00a0<a href=\"http:\/\/openjdk.java.net\/\" target=\"_blank\" rel=\"noopener\">Java<\/a>\u00a0\u4e14\u7248\u672c\u8db3\u591f\u65b0\uff0c\u4e00\u822c\u6211\u4e60\u60ef\u7528\u5305\u7ba1\u7406\u5de5\u5177\u5b89\u88c5\u8fd9\u79cd\u7cfb\u7edf\u7ea7\u5de5\u5177\uff1a<\/p>\n<pre>shell&gt; yum install java-1.8.0-openjdk java-1.8.0-openjdk-devel<\/pre>\n<p>\u540c\u65f6\u8bb0\u5f97\u521b\u5efa\u4e00\u4e2a\u7cfb\u7edf\u8d26\u53f7\uff08\u6bd4\u5982\u53eb elastic\uff09\u4ee5\u4fbf\u540e\u7eed\u8fd0\u884c\u670d\u52a1\u4f7f\u7528\u3002<\/p>\n<h2>\u7b2c\u4e00\u6b65\uff1a\u5b89\u88c5 ElasticSearch<\/h2>\n<pre>shell&gt; tar zxvf elasticsearch-&lt;VERSION&gt;.tar.gz\nshell&gt; mv elasticsearch-&lt;VERSION&gt; \/usr\/local\/elasticsearch\nshell&gt; \/usr\/local\/elasticsearch\/bin\/elasticsearch<\/pre>\n<p>\u670d\u52a1\u542f\u52a8\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7 elasticsearch \u63d0\u4f9b\u7684 API \u6765\u786e\u8ba4\u4e00\u4e0b\u57fa\u672c\u4fe1\u606f\uff1a<\/p>\n<pre>shell&gt; curl http:\/\/localhost:9200\/\n{\n  \"name\" : \"...\",\n  \"cluster_name\" : \"...\",\n  \"cluster_uuid\" : \"...\",\n  \"version\" : {\n    \"number\" : \"...\",\n    \"build_hash\" : \"...\",\n    \"build_date\" : \"...\",\n    \"build_snapshot\" : false,\n    \"lucene_version\" : \"...\"\n  },\n  \"tagline\" : \"You Know, for Search\"\n}<\/pre>\n<p>\u7f3a\u7701\u60c5\u51b5\u4e0b\uff0celasticsearch \u670d\u52a1\u4f1a\u76d1\u542c 9200 \u7aef\u53e3\uff0c\u5982\u679c\u4f60\u60f3\u81ea\u5b9a\u4e49\u76d1\u542c\u5730\u5740\u548c\u7aef\u53e3\uff0c\u90a3\u4e48\u53ef\u4ee5\u8bbe\u7f6e elasticsearch.yml \u914d\u7f6e\u6587\u4ef6\u4e2d\u7684\u00a0network.host \u548c http.port \u9009\u9879\u3002<\/p>\n<p>\u6b64\u65f6\uff0celasticsearch \u670d\u52a1\u5df2\u7ecf\u5b8c\u5168\u51c6\u5907\u597d\u4e86\uff0c\u4e0d\u8fc7\u8fd8\u4e0d\u7b97\u5b8c\uff0c\u63a8\u8350\u5b89\u88c5 x-pack \u63d2\u4ef6\uff0c\u5b83\u5728\u5b89\u5168\uff0c\u76d1\u63a7\u7b49\u65b9\u9762\u4e3a elasticsearch \u63d0\u4f9b\u4e86\u5b8c\u5584\u7684\u652f\u6301\uff1a<\/p>\n<pre>shell&gt; \/usr\/local\/elasticsearch\/bin\/elasticsearch-plugin install x-pack<\/pre>\n<p>\u5b89\u88c5\u597d x-pack \u540e\uff0c\u4f1a\u751f\u6210\u4e00\u4e2a\u7ba1\u7406\u7528\u6237\uff0c\u7528\u6237\u540d\u662f elastic\uff0c\u5bc6\u7801\u662f changeme\uff0c\u6b64\u65f6\u6211\u4eec\u5982\u679c\u8fd8\u60f3\u901a\u8fc7 curl \u547d\u4ee4\u6765\u64cd\u4f5c elasticsearch \u7684\u8bdd\uff0c\u5c31\u9700\u8981\u7528\u6237\u540d\u5bc6\u7801\u4e86\uff1a<\/p>\n<pre>shell&gt; curl -u elastic http:\/\/localhost:9200\/<\/pre>\n<p>\u4e0d\u8fc7\u4f7f\u7528\u7f3a\u7701\u5bc6\u7801\u662f\u4e0d\u5b89\u5168\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u5e94\u8be5\u4fee\u6539\u5b83\uff1a<\/p>\n<pre>shell&gt; curl -XPUT -u elastic -d '{\"password\": \"&lt;PASSWORD&gt;\"}' \\\n       'http:\/\/localhost:9200\/_xpack\/security\/user\/elastic\/_password'<\/pre>\n<p>\u81f3\u6b64\uff0celasticsearh \u7684\u5b89\u88c5\u7b97\u662f\u57fa\u672c\u7ed3\u675f\u4e86\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u8ba4\u4e00\u4e0b\u670d\u52a1\u5065\u5eb7\u4e0e\u5426\uff1a<\/p>\n<pre>shell&gt; curl -u elastic http:\/\/localhost:9200\/_cluster\/health?pretty\n{\n  \"cluster_name\" : \"my-application\",\n  \"status\" : \"yellow\",\n  \"timed_out\" : false,\n  \"number_of_nodes\" : 1,\n  \"number_of_data_nodes\" : 1,\n  \"active_primary_shards\" : 3,\n  \"active_shards\" : 3,\n  \"relocating_shards\" : 0,\n  \"initializing_shards\" : 0,\n  \"unassigned_shards\" : 2,\n  \"delayed_unassigned_shards\" : 0,\n  \"number_of_pending_tasks\" : 0,\n  \"number_of_in_flight_fetch\" : 0,\n  \"task_max_waiting_in_queue_millis\" : 0,\n  \"active_shards_percent_as_number\" : 60.0\n}<\/pre>\n<p>\u4f60\u53ef\u80fd\u5df2\u7ecf\u6ce8\u610f\u5230\u5728\u4e0a\u9762\u7684\u7ed3\u679c\u4e2d\uff0c\u72b6\u6001\u88ab\u6807\u8bb0\u4e3a\u5371\u9669\u7684\u9ec4\u8272\uff0c\u800c\u4e0d\u662f\u5b89\u5168\u7684\u7eff\u8272\u3002\u5b9e\u9645\u4e0a\u6211\u4eec\u7684\u5b89\u88c5\u6b65\u9aa4\u6ca1\u6709\u95ee\u9898\uff0c\u4e4b\u6240\u4ee5\u4f1a\u663e\u793a\u9ec4\u8272\uff0c\u5b9e\u9645\u4e0a\u662f\u56e0\u4e3a\u4ece\u96c6\u7fa4\u7684\u89d2\u5ea6\u770b\uff0c\u8fd9\u4e2a\u96c6\u7fa4\u76ee\u524d\u53ea\u6709\u4e00\u4e2a\u8282\u70b9\uff0c\u6570\u636e\u6709\u4e22\u5931\u7684\u98ce\u9669\u3002\u4e0d\u8fc7\u5982\u679c\u6211\u4eec\u53ea\u662f\u5728\u4e00\u4e9b\u5b89\u5168\u6027\u8981\u6c42\u4e0d\u592a\u9ad8\u7684\u9879\u76ee\u4e0a\u4f7f\u7528\uff0c\u90a3\u4e48\u4e00\u4e2a\u8282\u70b9\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u3002<\/p>\n<h2>\u7b2c\u4e8c\u6b65\uff1a\u5b89\u88c5 Kibana<\/h2>\n<pre>shell&gt; kibana-&lt;VERSION&gt;-linux-x86_64.tar.gz\nshell&gt; mv kibana-&lt;VERSION&gt;-linux-x86_64 \/usr\/local\/kibana\nshell&gt; \/usr\/local\/kibana\/bin\/kibana<\/pre>\n<p>\u4e0d\u8fc7\u542f\u52a8\u670d\u52a1\u5668\u9700\u8981\u5148\u8bbe\u7f6e\u597d\u914d\u7f6e\u6587\u4ef6\u00a0kibana.yml\uff0c\u6b64\u5916\u540c\u6837\u9700\u8981\u5b89\u88c5 x-pack\uff1a<\/p>\n<pre>shell&gt; \/usr\/local\/kibana\/bin\/kibana-plugin install x-pack<\/pre>\n<p>\u7f3a\u7701\u60c5\u51b5\u4e0b\uff0cKibana \u670d\u52a1\u4f1a\u76d1\u542c 5601 \u7aef\u53e3\uff0c\u5982\u679c\u6709\u9700\u8981\u4e5f\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4fee\u6539\u3002<\/p>\n<h2>\u7b2c\u4e09\u6b65\uff1a\u5b89\u88c5 Logstash<\/h2>\n<pre>shell&gt; tar zxvf logstash-&lt;VERSION&gt;.tar.gz\nshell&gt; mv logstash-&lt;VERSION&gt; \/usr\/local\/logstash\nshell&gt; \/usr\/local\/logstash\/bin\/logstash -f \/path\/to\/logstash.conf<\/pre>\n<p>\u5173\u952e\u5728\u4e8e\u914d\u7f6e\u6587\u4ef6 logstash.conf \u7684\u7f16\u5199\uff0c\u5b83\u5305\u542b\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/input-plugins.html\" target=\"_blank\" rel=\"noopener\">input<\/a>\u3001<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/filter-plugins.html\" target=\"_blank\" rel=\"noopener\">filter<\/a>\u3001<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/output-plugins.html\" target=\"_blank\" rel=\"noopener\">output<\/a>\u00a0\u4e09\u90e8\u5206\uff1a<\/p>\n<pre>input {\n  beats {\n    host =&gt; \"&lt;HOST&gt;\"\n    port =&gt; 5044\n  }\n}\n\nfilter {\n  grok {\n    match =&gt; {\n      \"message\" =&gt; \"%{HTTPD_COMBINEDLOG} (?:%{NUMBER:time:float}|-)\"\n    }\n  }\n\n  kv {\n    prefix =&gt; \"arg_\"\n    source =&gt; \"request\"\n    field_split =&gt; \"&amp;?\"\n    remove_field =&gt; [ \"request\" ]\n  }\n\n  urldecode {\n    all_fields =&gt; true\n  }\n\n  date {\n    match =&gt; [\"timestamp\" , \"dd\/MMM\/YYYY:HH:mm:ss Z\"]\n  }\n}\n\noutput {\n  elasticsearch {\n    hosts =&gt; [\"&lt;HOST&gt;:9200\"]\n    user =&gt; \"&lt;USER&gt;\"\n    password =&gt; \"&lt;PASSWORD&gt;\"\n  }\n}<\/pre>\n<p>\u8bf4\u660e\uff1aLogstash \u7f3a\u7701\u4f1a\u5728 Elasticsearch \u91cc\u521b\u5efa logstash-%{+YYYY.MM.dd} \u7d22\u5f15\uff0c\u5982\u679c\u9700\u8981\u4fee\u6539\uff0c\u90a3\u4e48\u53ef\u4ee5\u5728 output \u91cc\u901a\u8fc7 index \u6307\u4ee4\u8bbe\u7f6e\uff0c\u4e0d\u8fc7\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u9700\u8981\u5728 Kibana \u91cc\u521b\u5efa\u65b0\u7d22\u5f15\uff08Management -&gt; Index Patterns -&gt; Add New\uff09<\/p>\n<p>\u5176\u4e2d\uff0cinput \u901a\u8fc7 5044 \u7aef\u53e3\u63a5\u6536 Filebeat \u53d1\u9001\u7684\u6570\u636e\uff0coutput \u628a\u5206\u6790\u540e\u7684\u6570\u636e\u53d1\u9001\u5230\u8fdc\u7aef elasticsearch \u7684 9200 \u7aef\u53e3\uff0c\u96be\u70b9\u5728\u4e8e filter \u7684\u7f16\u5199\uff0c\u4e0b\u9762\u4ee5 nginx \u65e5\u5fd7\u4e3a\u4f8b\u6765\u8bf4\u660e\uff0c\u7f3a\u7701\u60c5\u51b5\u4e0b\uff0cnginx \u5305\u542b\u4e86 combined \u7684<a href=\"http:\/\/nginx.org\/en\/docs\/http\/ngx_http_log_module.html#log_format\" target=\"_blank\" rel=\"noopener\">\u65e5\u5fd7\u683c\u5f0f<\/a>\uff0c\u4e5f\u5c31\u662f\uff1a<\/p>\n<pre>log_format combined '$remote_addr - $remote_user [$time_local] '\n                    '\"$request\" $status $body_bytes_sent '\n                    '\"$http_referer\" \"$http_user_agent\"';<\/pre>\n<p>\u4e0d\u8fc7\u6211\u4eec\u901a\u5e38\u8fd8\u5173\u5fc3\u54cd\u5e94\u65f6\u95f4\uff0c\u6240\u4ee5\u6211\u4eec\u591a\u8bb0\u5f55\u4e00\u4e2a $upstream_response_time\uff1a<\/p>\n<pre>log_format logstash '$remote_addr - $remote_user [$time_local] '\n                    '\"$request\" $status $body_bytes_sent '\n                    '\"$http_referer\" \"$http_user_agent\" '\n                    '$upstream_response_time';<\/pre>\n<p>\u5728 filter \u4e2d\u53c8\u5c5e grok \u6700\u96be\u61c2\uff0c\u4e0d\u8fc7\u6709\u5f88\u591a\u4f8b\u5b50\uff0c\u5176\u4e2d\u4e5f\u5305\u542b\u4e86\u00a0<a href=\"https:\/\/github.com\/logstash-plugins\/logstash-patterns-core\/blob\/master\/patterns\/httpd\" target=\"_blank\" rel=\"noopener\">COMBINED<\/a>\u00a0\u6b63\u5219\uff0c\u518d\u914d\u4e0a\u00a0<a href=\"http:\/\/grokdebug.herokuapp.com\/\" target=\"_blank\" rel=\"noopener\">debug<\/a>\u00a0\u5de5\u5177\uff0c\u5e76\u4e0d\u96be\u641e\u5b9a\uff0c\u5982\u679c\u6709\u95ee\u9898\u53ef\u4ee5\u628a input\uff0coutput \u6539\u6210\u8c03\u8bd5\u6a21\u5f0f\u6765\u7ea0\u9519\uff1a<\/p>\n<pre>input{\n  stdin {}\n}\n\noutput {\n  stdout { codec =&gt; rubydebug }\n}<\/pre>\n<p>\u5982\u679c\u51fa\u73b0 grok \u4e0d\u89e3\u6790 HTTPD_COMBINEDLOG \u7684\u60c5\u51b5\uff0c\u90a3\u4e48\u53ef\u4ee5\u7528 COMBINEDAPACHELOG \u66ff\u6362\u3002\u4ee5\u6211\u7684\u73af\u5883\u4e3a\u4f8b\uff0c\u7f3a\u7701\u60c5\u51b5\u4e0b\u5305\u542b\u7684\u5339\u914d\u6a21\u5f0f\u90fd\u88ab\u653e\u5230\u76ee\u5f55\uff1avendor\/bundle\/jruby\/1.9\/gems\/logstash-patterns-core-4.0.2\/patterns \u91cc\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/plugins-filters-grok.html\" target=\"_blank\" rel=\"noopener\">patterns_dir<\/a>\u00a0\u6765\u6269\u5c55\u5b83\u3002<\/p>\n<p>\u5176\u5b83\u8bf8\u5982\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/plugins-filters-kv.html\" target=\"_blank\" rel=\"noopener\">kv<\/a>\uff0c<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/plugins-filters-urldecode.html\" target=\"_blank\" rel=\"noopener\">urldecode<\/a>\uff0c<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/plugins-filters-date.html\" target=\"_blank\" rel=\"noopener\">date<\/a>\u00a0\u7b49\u7b49\u7684\u8bf4\u660e\uff0c\u53c2\u8003\u5b98\u65b9\u6587\u6863\u5373\u53ef\u3002\u4e0d\u8fc7\u5176\u4e2d\u6709\u4e00\u4e2a\u4e0d\u6613\u5bdf\u89c9\u7684\u95ee\u9898\u9700\u8981\u8bf4\u660e\u4e00\u4e0b\uff0c\u90a3\u5c31\u662f\u5728 kv \u5207\u5272\u5b57\u6bb5\u540e\uff0c\u7f3a\u7701\u4f1a\u7edf\u7edf\u8bc6\u522b\u4e3a string \u7c7b\u578b\uff0c\u6bd4\u5982 \u00a0uid=123&amp;foo=bar \u5728\u88ab kv \u5904\u7406\u540e\uff0cuid \u4e5f\u4f1a\u88ab\u5f53\u4f5c string\uff0c\u800c\u4e0d\u662f\u6211\u4eec\u5e0c\u671b\u7684 integer\uff0c\u867d\u7136\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u52a0\u5165\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/logstash\/current\/plugins-filters-mutate.html\" target=\"_blank\" rel=\"noopener\">mutate<\/a>\u00a0\u6765\u5f3a\u5236\u8f6c\u6362\uff0c\u4e0d\u8fc7\u5b57\u6bb5\u5f80\u5f80\u662f\u52a8\u6001\u7684\uff0c\u786c\u7f16\u7801\u4e0d\u7075\u6d3b\uff0c\u8fd9\u91cc\u9762\u6709\u4e00\u4e2a\u5c0f\u6280\u5de7\uff0c\u90a3\u5c31\u662f\u5229\u7528 elasticsearch \u7684\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/dynamic-field-mapping.html#numeric-detection\" target=\"_blank\" rel=\"noopener\">numeric_detection<\/a>\u00a0\u529f\u80fd\u6765\u81ea\u52a8\u68c0\u6d4b\uff0c\u7bc7\u5e45\u6240\u9650\uff0c\u5177\u4f53\u5c31\u4e0d\u5c55\u5f00\u4e86\uff0c\u5927\u5bb6\u6709\u4e00\u4e2a\u5370\u8c61\u5373\u53ef\u3002<\/p>\n<h2>\u7b2c\u56db\u6b65\uff1a\u5b89\u88c5 Filebeat<\/h2>\n<p>\u6709\u5f88\u591a\u79cd\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/libbeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Beat<\/a>\uff0c\u6bd4\u5982\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/packetbeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Packetbeat<\/a>\uff0c<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/winlogbeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Winlogbeat<\/a>\uff0c<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/metricbeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Metricbeat<\/a>\uff0c\u56e0\u4e3a\u6211\u4eec\u662f\u901a\u8fc7 Nginx \u65e5\u5fd7\u6765\u6536\u96c6\u6570\u636e\uff0c\u6240\u4ee5\u6211\u4eec\u9009\u62e9\u7684\u662f\u00a0<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/current\/index.html\" target=\"_blank\" rel=\"noopener\">Filebeat<\/a>\uff0c\u914d\u7f6e\u6587\u4ef6 \/etc\/filebeat\/filebeat.yml\u5927\u81f4\u5982\u4e0b\uff1a<\/p>\n<pre>filebeat.prospectors:\n\n- input_type: log\n  paths:\n    - \/path\/to\/nginx\/logstash\/format\/log\/file\n\noutput.logstash:\n  hosts: [\"&lt;HOST&gt;:5044\"]<\/pre>\n<p>\u5728\u6211\u4eec\u5b89\u88c5 ELK \u7684\u8fc7\u7a0b\u4e2d\uff0c\u90fd\u662f\u4f7f\u7528\u624b\u52a8\u542f\u52a8\u670d\u52a1\u7684\u65b9\u5f0f\uff0c\u4e0d\u8fc7\u9700\u8981\u8bf4\u660e\u7684\u662f ELK \u90fd\u662f\u5185\u5b58\u6d88\u8017\u5927\u6237\uff0c\u4fdd\u4e0d\u9f50\u5c31\u4f1a\u51fa\u73b0 OOM \u4e4b\u7c7b\u7684\u610f\u5916\u60c5\u51b5\uff0c\u6240\u4ee5\u63a8\u8350\u7528 supervisor \u7ba1\u7406\uff1a<\/p>\n<pre>[program:elasticsearch]\ncommand=\/usr\/local\/elasticsearch\/bin\/elasticsearch\nnumprocs=1\nautostart=true\nautorestart=true\nuser=elastic\n\n[program:logstash]\ncommand=\/usr\/local\/logstash\/bin\/logstash -f \/path\/to\/logstash.conf\nnumprocs=1\nautostart=true\nautorestart=true\nuser= elastic\n\n[program:kibana]\ncommand=\/usr\/local\/kibana\/bin\/kibana\nnumprocs=1\nautostart=true\nautorestart=true\nuser= elastic<\/pre>\n<p>\u5982\u6b64\uff0c\u4e00\u4e2a\u57fa\u672c\u53ef\u7528\u7684 ElasticStack \u5c31\u7b97\u662f\u914d\u7f6e\u597d\u4e86\uff0c\u7406\u8bba\u4e0a ELK \u4e09\u90e8\u5206\u90fd\u662f\u53ef\u4ee5\u6c34\u5e73\u6269\u5c55\u7684\uff0c\u5982\u679c\u6027\u80fd\u6709\u95ee\u9898\uff0c\u4e00\u822c\u52a0\u8282\u70b9\u5c31\u884c\u4e86\uff0c\u4e0b\u9762\u7ed9\u4e00\u4e2a\u5b9e\u9645\u7684\u65e5\u5fd7\u7edf\u8ba1\u56fe\u8868\uff1a<\/p>\n<div id=\"attachment_568\" class=\"wp-caption alignnone\"><a href=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/time.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-568 size-full\" src=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/time.jpg\" alt=\"TIME\" width=\"2250\" height=\"1040\" \/><\/a><\/p>\n<p class=\"wp-caption-text\">TIME<\/p>\n<\/div>\n<p>\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\u91cc\u7684 $upstream_response_time \u6570\u636e\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u54cd\u5e94\u65f6\u95f4\u5206\u5272\u5230\u591a\u4e2a\u533a\u95f4\u91cc\uff1a90%\uff0c95%\uff0c99%\uff0c\u5982\u6b64\u6bd4\u5355\u7eaf\u53d6\u5168\u4f53\u5e73\u5747\u503c\u66f4\u5408\u7406\u3002<\/p>\n<p>\u6b64\u5916\uff0cElasticStack \u7f3a\u7701\u5c31\u652f\u6301\u5730\u56fe\u529f\u80fd\uff0c\u6211\u4eec\u53ef\u4ee5\u5728 Logstash \u7684 filter \u91cc\u8bbe\u7f6e\uff1a<\/p>\n<pre>geoip {\n    source =&gt; \"IP Field Name\"\n}<\/pre>\n<p>\u7136\u540e\u5728 Kibana \u91cc\u52a0 tilemap \u56fe\u8868\u5373\u53ef\uff08\u5982\u4e0b\u56fe\uff1a\u676d\u5dde\u6709\u4eba\u518d\u72c2\u5237\u9875\u9762\uff0c\u55f7\u55f7\u7ea2\uff09\uff1a<\/p>\n<div id=\"attachment_589\" class=\"wp-caption alignnone\"><a href=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/tile_map.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-589 size-full\" src=\"https:\/\/huoding.com\/wp-content\/uploads\/2016\/12\/tile_map.jpg\" alt=\"Tile Map\" width=\"1624\" height=\"866\" \/><\/a><\/p>\n<p class=\"wp-caption-text\">Tile Map<\/p>\n<\/div>\n<p>\u9700\u8981\u8bf4\u660e\u7684\u662f\uff0c\u7f3a\u7701\u5730\u56fe\u662f\u82f1\u6587\u7684\uff0c\u53ef\u4ee5\u5728 Kibana \u91cc\u8bbe\u7f6e\u6210\u9ad8\u5fb7\u7684 tilemap \u5730\u5740\uff1a<\/p>\n<pre>tilemap.url: \"http:\/\/webrd01.is.autonavi.com\/appmaptile?lang=zh_cn&amp;size=1&amp;scale=1&amp;style=8&amp;x={x}&amp;y={y}&amp;z={z}\"<\/pre>\n<p>\u53e6\u5916\u9700\u8981\u6ce8\u610f x-pack \u7684\u6388\u6743\u4e00\u4e2a\u6708\u540e\u4f1a<a href=\"https:\/\/www.elastic.co\/guide\/en\/x-pack\/current\/license-expiration.html\" target=\"_blank\" rel=\"noopener\">\u8fc7\u671f<\/a>\uff0c\u6b64\u65f6\u67e5\u770b kibana \u4f1a\u663e\u793a\uff1a<\/p>\n<blockquote><p>Login is disabled because your license has expired. Please extend your license or disable Security in Elasticsearch.<\/p><\/blockquote>\n<p>\u6b64\u65f6\u53ef\u4ee5\u91cd\u65b0\u83b7\u53d6\u4e00\u4e2a<a href=\"https:\/\/www.elastic.co\/subscriptions\" target=\"_blank\" rel=\"noopener\">\u6388\u6743<\/a>\uff0c\u6bd4\u5982\u514d\u8d39\u7248\u6388\u6743\uff0c\u4f46\u662f\u529f\u80fd\u6709\u9609\u5272\u3002<a href=\"https:\/\/www.elastic.co\/guide\/en\/x-pack\/current\/installing-license.html\" target=\"_blank\" rel=\"noopener\">\u66f4\u65b0\u6388\u6743<\/a>\u7684\u65f6\u5019\uff0c\u53ef\u80fd\u4f1a\u53d1\u73b0\u66f4\u65b0\u4e0d\u4f1a\u88ab\u786e\u8ba4\uff0c\u8fd9\u662f\u56e0\u4e3a\u9700\u8981\u52a0\u4e0a\u00a0acknowledge=true \u53c2\u6570\u3002\u4f7f\u7528\u514d\u8d39\u6388\u6743\u7684\u540e\u9057\u75c7\u5c31\u662f\u57fa\u672c\u7684\u5b89\u5168\u6027\u6ca1\u6709\u4e86\uff0c\u53ef\u4ee5\u7528 Nginx \u4ee3\u7406\u505a\u4e00\u4e2a HTTP Basic \u8ba4\u8bc1\u6765\u5f25\u8865\uff1a<\/p>\n<pre>upstream kibana {\n    server &lt;IP&gt;:5601;\n}\n\nserver {\n    listen 80;\n    server_name &lt;DOMAIN&gt;;\n\n    location \/ {\n        auth_basic \"kibana\";\n        auth_basic_user_file \/path\/to\/password\/file;\n        proxy_pass http:\/\/kibana;\n    }\n}<\/pre>\n<p>\u8bf4\u660e\uff1a\u7528 htpasswd -c &lt;FILE&gt; &lt;USER&gt; \u547d\u4ee4\u751f\u6210\u5bc6\u7801\u6587\u4ef6\uff0c\u5b83\u96b6\u5c5e\u4e8e\u00a0httpd-tools\u3002<\/p>\n<p>\u7ed3\u675f\u524d\u518d\u63d0\u9192\u4e00\u4e0b\u5927\u5bb6\uff0c\u5982\u679c\u662f\u6309\u65e5\u671f\u7d22\u5f15\u7684\u65e5\u5fd7\uff0c\u90a3\u4e48\u6700\u597d\u5b9a\u671f\u6e05\u9664\u65e7\u7d22\u5f15\uff1a<\/p>\n<pre>shell&gt; curl -XDELETE -u &lt;USER&gt;:&lt;PASSWORD&gt;\n       http:\/\/&lt;HOST&gt;:9200\/logstash-$(date -d '-10days' +'%Y.%m.%d')<\/pre>\n<p>\u6700\u540e\uff0c\u63a8\u8350\u4e00\u672c ElasticStack \u65b9\u9762\u6781\u4f73\u7684\u7535\u5b50\u4e66\uff1a<a href=\"http:\/\/kibana.logstash.es\/content\/\" target=\"_blank\" rel=\"noopener\">ELKstack \u4e2d\u6587\u6307\u5357<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u5bf9\u00a0ElasticStack\u00a0\u53ef\u4ee5\u8bf4\u662f\u65e2\u719f\u6089\u53c8\u964c\u751f\uff0c\u8bf4\u719f\u6089\u662f\u56e0\u4e3a\u5f88\u4e45\u4ee5\u524d\u5c31\u5df2\u7ecf\u5f00\u59cb\u4f7f\u7528 ELK \u6765\u5206\u6790\u65e5\u5fd7\u4e86\uff0c\u8bf4\u964c\u751f\u662f\u56e0\u4e3a\u4ee5\u524d\u7684 ELK \u73af\u5883\u90fd\u662f\u540c\u4e8b\u642d\u5efa\u7684\uff0c\u6211\u4e3b\u8981\u662f\u770b\u770b Kibana \u9762\u677f\u800c\u5df2\u3002\u968f\u7740\u00a0V5\u00a0\u7684\u53d1\u5e03\uff0cELK \u5168\u9762\u8fdb\u5316\u4e3a ElasticStack\uff0c\u8be5\u81ea\u5df1\u52a8\u624b\u4e86\u3002 \u5b9e\u9645\u64cd\u4f5c\u524d\u6700\u597d\u5927\u81f4\u6d4f\u89c8\u4e00\u4e0b\u5b98\u65b9\u6587\u6863\uff0c\u4ee5\u4fbf\u5bf9 ElasticStack \u5404\u4e2a\u7ec4\u4ef6\u7684\u4f5c\u7528\u6709\u4e00\u4e2a\u57fa\u672c\u6982\u5ff5\uff0c\u5982\u679c\u770b\u5b8c\u6587\u6863\u8fd8\u6ca1\u641e\u6e05\u695a\uff0c\u90a3\u4e48\u81f3\u5c11\u8981\u770b\u660e\u767d\u4e0b\u9762\u8fd9\u5f20\u56fe\uff1a ElasticStack \u6574\u4e2a\u6d41\u7a0b\u76f8\u5f53\u7b80\u5355\uff0c\u9996\u5148\u670d\u52a1\u5668\u901a\u8fc7\u00a0Filebeat\u00a0\u628a\u6570\u636e\u4e0a\u62a5\u7ed9\u00a0Logstash\uff0c\u7136\u540e\u628a\u5206\u6790\u540e\u628a\u6570\u636e\u4fdd\u5b58\u5230\u00a0ElasticSearch\u00a0\u91cc\uff0c\u6700\u540e\u7528\u6237\u901a\u8fc7\u00a0Kibana\u00a0\u6d4f\u89c8\u6570\u636e\u3002 \u5e9f\u8bdd\u5c11\u8bf4\uff0c\u63a5\u4e0b\u6765\u8ba9\u6211\u4eec\u6309\u987a\u5e8f\u5b89\u88c5\u00a0ElasticStack \u7684\u5404\u4e2a\u7ec4\u4ef6\uff0c\u4e0d\u8fc7\u5b89\u88c5\u524d\u6211\u4eec\u9700\u8981\u786e\u4fdd\u7cfb\u7edf\u5df2\u6709\u00a0Java\u00a0\u4e14\u7248\u672c\u8db3\u591f\u65b0\uff0c\u4e00\u822c\u6211\u4e60\u60ef\u7528\u5305\u7ba1\u7406\u5de5\u5177\u5b89\u88c5\u8fd9\u79cd\u7cfb\u7edf\u7ea7\u5de5\u5177\uff1a shell&gt; yum install java-1.8.0-openjdk [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-371","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=\/wp\/v2\/posts\/371","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=371"}],"version-history":[{"count":0,"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=\/wp\/v2\/posts\/371\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=371"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=371"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jsjs.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=371"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}