{"id":19595,"date":"2021-12-21T21:08:22","date_gmt":"2021-12-21T17:38:22","guid":{"rendered":"https:\/\/arazcloud.com\/blog\/?p=19595"},"modified":"2025-07-09T16:29:39","modified_gmt":"2025-07-09T12:59:39","slug":"elk-stack-training-2","status":"publish","type":"post","link":"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 elk stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0627\u0635\u0648\u0644\u06cc"},"content":{"rendered":"<p>\u062f\u0631 \u0642\u0633\u0645\u062a \u0642\u0628\u0644 \u0628\u0647 \u0633\u0648\u0627\u0644 \u0634\u0645\u0627 \u0645\u0628\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 <a href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training\/\" target=\"_blank\" rel=\"noopener\">elk \u0686\u06cc\u0633\u062a<\/a> \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u06cc\u0645 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0647 \u0646\u0635\u0628 \u0622\u0646 \u0627\u0642\u062f\u0627\u0645 \u0646\u0645\u0627\u06cc\u06cc\u062f. \u062d\u0627\u0644 \u062f\u0631 \u0627\u06cc\u0646\u00a0 \u0645\u0642\u0627\u0644\u0647 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u0645 \u062a\u0627 \u0628\u0631\u0627\u06cc \u062a\u0633\u0644\u0637 \u0628\u06cc\u0634\u062a\u0631 \u0634\u0645\u0627 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0622\u0645\u0648\u0632\u0634 elk stack&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:29635,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:12448243},&quot;9&quot;:1,&quot;10&quot;:2,&quot;11&quot;:4,&quot;12&quot;:3,&quot;15&quot;:&quot;Calibri&quot;,&quot;16&quot;:14,&quot;17&quot;:1}\">\u0622\u0645\u0648\u0632\u0634 elk stack \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644 \u0648 \u062c\u0627\u0645\u0639 \u067e\u06cc\u0634 \u0628\u0628\u0631\u06cc\u0645\u061b \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.\u00a0<\/span><\/p>\n\n\t\t<div class=\"box info  alignright\">\n\t\t\t<div class=\"box-inner-block\">\n\t\t\t\t<span class=\"fa tie-shortcode-boxicon\"><\/span>\u062f\u0631 \u0647\u0645\u06cc\u0646 \u0627\u0628\u062a\u062f\u0627 \u0644\u0627\u0632\u0645 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u0639\u0646\u0648\u0627\u0646 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u06af\u0631 \u0642\u0635\u062f <a href=\"https:\/\/arazcloud.com\/vps\/cloudserver\/\" target=\"_blank\" rel=\"noopener\">\u062e\u0631\u06cc\u062f \u0633\u0631\u0648\u0631 \u0627\u0628\u0631\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc<\/a> \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f \u0628\u0647 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0627\u0628\u0631\u0622\u0631\u0627\u0632 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0632 \u062e\u062f\u0645\u0627\u062a \u0648 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a \u0645\u0627 \u0628\u0647\u0631\u0647\u200c\u0645\u0646\u062f \u0634\u0648\u06cc\u062f.\u00a0\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 ez-toc-wrap-right counter-hierarchy ez-toc-counter-rtl ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u06cc\u062f:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack\" >\u0622\u0645\u0648\u0632\u0634 elk stack<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack_%D8%9B_%D9%88%D8%B1%D9%88%D8%AF_logstash\" >\u0622\u0645\u0648\u0632\u0634 elk stack \u061b \u0648\u0631\u0648\u062f logstash<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#Logstash_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >Logstash \u0686\u06cc\u0633\u062a\u061f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack_%D8%9B_%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_Logstash\" >\u0622\u0645\u0648\u0632\u0634 elk stack \u061b \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#Logstash_Codecs_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >Logstash Codecs \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_logstash\" >\u00a0\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc logstash<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack\"><\/span>\u0622\u0645\u0648\u0632\u0634 elk stack<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0646\u0645\u0648\u0646\u0647\u200c\u0627\u06cc \u0627\u0632\u00a0 \u0644\u0627\u06af\u200c\u0647\u0627\u06cc \u0622\u067e\u0627\u0686\u06cc \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u06a9\u0647 \u0631\u0648\u0632\u0627\u0646\u0647 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash \u062c\u062f\u06cc\u062f \u062f\u0631 \u0622\u062f\u0631\u0633 \u0632\u06cc\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\"> \/etc\/logstash\/conf.d\/apache-01.conf:<\/span>\r\n\r\n<span style=\"font-weight: 400;\">sudo vim \/etc\/logstash\/conf.d\/apache-01.conf<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">\u06a9\u0627\u0646\u0641\u06cc\u06af Logstash \u0632\u06cc\u0631 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">input { file { path =&gt; \"\/home\/ubuntu\/apache-daily-access.log\" start_position =&gt; \"beginning\" sincedb_path =&gt; \"\/dev\/null\" } } filter { grok { match =&gt; { \"message\" =&gt; \"%{COMBINEDAPACHELOG}\" } } date { match =&gt; [ \"timestamp\" , \"dd\/MMM\/yyyy:HH:mm:ss Z\" ] } geoip { source =&gt; \"clientip\" } } output { elasticsearch { hosts =&gt; [\"localhost:9200\"] } }<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">Logstash \u0631\u0627 \u0627\u0633\u062a\u0627\u0631\u062a \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">sudo service logstash start<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">\u0627\u06af\u0631 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u062f\u0631\u0633\u062a \u0628\u0627\u0634\u062f \u060c \u06cc\u06a9 \u0644\u06cc\u0633\u062a Logstash \u062c\u062f\u06cc\u062f \u062f\u0631 Elasticsearch \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0644\u06af\u0648\u06cc \u0622\u0646 \u0631\u0627 \u062f\u0631 Kibana \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f. <\/span><span style=\"font-weight: 400;\">\u062f\u0631 Kibana\u060c \u0628\u0647 Management \u2192 Kibana Index Patterns \u0628\u0631\u0648\u06cc\u062f. \u0627\u06af\u0631 \u0645\u0631\u0627\u062d\u0644 \u0646\u0635\u0628 \u0648 \u0627\u062c\u0631\u0627\u06cc Metricbeat \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u06a9\u06cc\u0628\u0627\u0646\u0627 \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646\u062f\u06a9\u0633 Logstash \u0648 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0634\u0627\u062e\u0635 Metricbeat \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u062f.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-19597\" src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/1-16.jpg\" alt=\"\" width=\"800\" height=\"500\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack_%D8%9B_%D9%88%D8%B1%D9%88%D8%AF_logstash\"><\/span>\u0622\u0645\u0648\u0632\u0634 elk stack \u061b \u0648\u0631\u0648\u062f logstash<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">&#8220;logstash-*&#8221; \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u06af\u0648 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f @timestamp \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0642\u0633\u0645\u062a Time Filter \u062e\u0648\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19598 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/2-17.jpg\" alt=\"\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u06af\u0632\u06cc\u0646\u0647 Create index pattern \u0631\u0627 \u0628\u0632\u0646\u06cc\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062a\u062c\u0632\u06cc\u0647\u200c\u0648\u062a\u062d\u0644\u06cc\u0644 \u0634\u0648\u0646\u062f. \u0633\u067e\u0633 \u0628\u0647 \u062a\u0628 Discover \u062f\u0631 Kibana \u0628\u0631\u0648\u06cc\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19599 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/3-16.jpg\" alt=\"\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0634\u0645\u0627 \u0627\u0648\u0644\u06cc\u0646 pipline \u062f\u0627\u062f\u0647 ELK \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Elasticsearch\u060c Logstash \u0648 Kibana \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f. <\/span><span style=\"font-weight: 400;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0630\u06a9\u0631 \u0634\u062f\u060c \u0627\u06cc\u0646 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637\u06cc \u0627\u0632 \u0646\u0635\u0628 ELK \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0648 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0642\u0627\u0644\u0627\u062a \u062f\u06cc\u06af\u0631 \u0627\u0646\u0647\u0627 \u0631\u0627\u00a0 \u067e\u0648\u0634\u0634\u00a0 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Logstash_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>Logstash \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Logstash \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 open source\u00a0 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0646\u0628\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. Logstash\u00a0 \u067e\u0633 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 ELK\u060c \u0648\u0638\u06cc\u0641\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u067e\u06cc\u0627\u0645\u200c\u0647\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0622\u0646\u0647\u0627 \u0648\u2026 \u0631\u0627 \u062f\u0627\u0631\u062f. \u0633\u067e\u0633 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u0642\u0635\u062f \u0645\u0634\u062e\u0635 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0646\u0645\u0627\u06cc\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Logstash \u0647\u0645\u0686\u0646\u0627\u0646 \u06cc\u06a9 \u062c\u0632\u0621 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0632 stack \u0628\u0627\u0642\u06cc \u0645\u0627\u0646\u062f\u0647 \u0627\u0633\u062a.\u00a0 \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f \u06cc\u06a9 \u0645\u0648\u062a\u0648\u0631 \u0627\u062c\u0631\u0627\u06cc\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u062c\u062f\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0646\u0633\u062e\u0647 7.0 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0647 \u0645\u0637\u0645\u0626\u0646\u200c\u062a\u0631 \u06a9\u0631\u062f\u0646 \u06af\u0632\u0627\u0631\u0634 \u0628\u0627 ELK \u0646\u0633\u0628\u062a \u0628\u0647 \u0622\u0646\u0686\u0647 \u0642\u0628\u0644\u0627 \u0628\u0648\u062f \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A2%D9%85%D9%88%D8%B2%D8%B4_elk_stack_%D8%9B_%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_Logstash\"><\/span><strong>\u0622\u0645\u0648\u0632\u0634 elk stack \u061b \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 Logstash \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0633\u0647 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u0637\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f: \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0627\u0631\u0633\u0627\u0644. \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u062f\u0627\u0645 \u062f\u0627\u062f\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0634\u0648\u062f\u060c \u0686\u06af\u0648\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u0648\u062f \u0648 \u0628\u0647 \u06a9\u062c\u0627 \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u062f\u060c \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash \u06a9\u0647 pipeline \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash \u0628\u0627 \u0622\u0646\u0686\u0647 \u067e\u0644\u0627\u06af\u06cc\u0646 \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f. \u067e\u0644\u0627\u06af\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u067e\u0644\u0627\u06af\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631 \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u067e\u0644\u0627\u06af\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u0627\u0631\u0633\u0627\u0644. \u0647\u0631 \u062f\u0648 \u067e\u0644\u0627\u06af\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0627\u0632 codecs \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u06cc \u06cc\u0627 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\"><strong>\u0627\u0641\u0632\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 Logstash<\/strong> <\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u06cc\u06a9\u06cc \u0627\u0632 \u0686\u06cc\u0632\u0647\u0627\u06cc\u06cc \u06a9\u0647 Logstash \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0622\u0646 \u062f\u0631 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0648 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u06cc\u0634 \u0627\u0632 50 \u0627\u0641\u0632\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u060c \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 Logstash \u0631\u0627 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0646\u0627\u0628\u0639 \u0648 \u0627\u0631\u0633\u0627\u0644 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632: file\u060c beats\u060c syslog\u060c http\u060c tcp\u060c udp\u060c stdin. \u0644\u0627\u0632\u0645 \u0628\u0647 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u062f\u06cc\u06af\u0631 \u0646\u06cc\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<h4><strong>\u0622\u0645\u0648\u0632\u0634 elk stack \u061b \u067e\u0644\u0627\u06af\u06cc\u0646\u00a0 \u0641\u06cc\u0644\u062a\u0631 \u0686\u06cc\u0633\u062a\u061f<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">Logstash \u0627\u0632 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0641\u0632\u0648\u0646\u0647 \u0641\u06cc\u0644\u062a\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u0644\u0627\u06af\u200c\u0647\u0627 \u0631\u0627\u00a0 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u06cc\u062f. \u0642\u062f\u0631\u062a \u0627\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u0627\u0633\u062a \u06a9\u0647 Logstash \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u0648 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/span><span style=\"font-weight: 400;\">\u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0634\u0631\u0637\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0631\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0631\u0639\u0627\u06cc\u062a \u06cc\u06a9 \u0645\u0639\u06cc\u0627\u0631 \u062e\u0627\u0635\u060c \u06cc\u06a9 \u0639\u0645\u0644 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/span><\/p>\n<h4><strong>\u067e\u0644\u0627\u06af\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 elk stack \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u067e\u0644\u0627\u06af\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0622\u0634\u0646\u0627 \u06a9\u0646\u06cc\u0645. \u0645\u0627\u0646\u0646\u062f \u0648\u0631\u0648\u062f\u06cc\u060c Logstash \u0627\u0632 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0641\u0632\u0648\u0646\u0647 \u062e\u0631\u0648\u062c\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u06a9\u0627\u0646\u200c\u0647\u0627\u060c \u062e\u062f\u0645\u0627\u062a \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u062f. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f events \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f File\u060c CSV \u0648 S3 \u0630\u062e\u06cc\u0631\u0647\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 RabbitMQ \u0648 SQS \u0628\u0647 \u067e\u06cc\u0627\u0645 \u062a\u0628\u062f\u06cc\u0644 \u06cc\u0627 \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f HipChat\u060c PagerDuty \u06cc\u0627 IRC \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f. \u062a\u0639\u062f\u0627\u062f \u062a\u0631\u06a9\u06cc\u0628 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u062f\u0631 Logstash \u0622\u0646 \u0631\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u06cc\u06a9 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 events \u0648\u0627\u0642\u0639\u0627 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Logstash_Codecs_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><strong>Logstash Codecs \u0686\u06cc\u0633\u062a \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Codecs \u0647\u0645 \u062f\u0631 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0647\u0645 \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f. Codecs \u0648\u0631\u0648\u062f\u06cc \u0631\u0648\u0634\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0648\u0631\u0648\u062f \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. Codecs \u062e\u0631\u0648\u062c\u06cc \u0631\u0648\u0634\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0642\u0628\u0644 \u0627\u0632 \u062e\u0631\u0648\u062c \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/span><\/p>\n<h4><strong>\u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 Codecs \u0647\u0627<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">Codecs \u067e\u06cc\u0634\u200c\u0641\u0631\u0636: \u0628\u0631\u0627\u06cc \u0645\u062a\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0628\u062f\u0648\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0628\u06cc\u0646 events \u0627\u0633\u062a<\/span><\/p>\n<p><span style=\"font-weight: 400;\">codec json: <\/span><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u06cc events JSON \u062f\u0631 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u067e\u06cc\u0627\u0645\u200c\u0647\u0627\u06cc json \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">codec json_lines: \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc json \u0631\u0627 \u06a9\u0647 \u0628\u0627 \\n \u0645\u062d\u062f\u0648\u062f \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f \u06cc\u0627 \u067e\u06cc\u0627\u0645\u200c\u0647\u0627\u06cc JSON \u0631\u0627 \u06a9\u0647 \u0628\u0627 \\n \u0645\u062d\u062f\u0648\u062f \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">&#8220;rubydebug&#8221; \u06a9\u0647 \u062f\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0645\u0634\u06a9\u0644 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u060c \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc Logstash \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646<\/span><span style=\"font-weight: 400;\"> objects\u00a0<\/span><span style=\"font-weight: 400;\">\u062f\u0631 \u062f\u0627\u062f\u0647 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"_%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_logstash\"><\/span><strong>\u00a0\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc logstash<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062a\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a\u060c \u0622\u0645\u0648\u0632\u0634 elk stack \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u0641\u06cc\u062f \u0628\u0648\u062f\u0647 \u0628\u0627\u0634\u062f. \u062d\u0627\u0644 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u06cc\u06af\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc <span style=\"font-weight: 400;\">Logstash \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0627 \u0647\u0645 \u0628\u0631\u0631\u0633\u06cc \u0646\u0645\u0627\u06cc\u06cc\u0645.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Logstash \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 DSL \u0628\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u060c \u062e\u0631\u0648\u062c\u06cc \u0647\u0627 \u0648 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0622\u0646\u0647\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f. \u062a\u0631\u062a\u06cc\u0628 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f\u061b \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0627\u0637\u0631\u0627\u0641 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627. \u0632\u06cc\u0631\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0647 \u06a9\u062f \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0633\u067e\u0633 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0646\u06af\u0627\u0645 \u0646\u0648\u0634\u062a\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062e\u0648\u062f \u0627\u06cc\u0646 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/span><\/p>\n<h4><strong>\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0644\u0627\u06af \u0627\u0633\u062a\u0634 \u0686\u06cc\u0633\u062a\u061f<\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">\u0628\u062e\u0634 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc\u060c \u0627\u0641\u0632\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0647\u0631 \u0627\u0641\u0632\u0648\u0646\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u0647\u0627 \u062a\u062d\u0642\u06cc\u0642 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">input { file { path =&gt; \"\/var\/log\/apache\/access.log\" start_position =&gt; \"beginning\" } }<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0627 \u0627\u0632 \u0627\u0641\u0632\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0622\u0646 \u0631\u0627\u00a0 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u0645 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u06cc\u0645.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u06cc\u0644\u062a\u0631<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0642\u0633\u0645\u062a \u0641\u06cc\u0644\u062a\u0631 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u0686\u0647 \u067e\u0644\u0627\u06af\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u06cc\u0627 \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631 \u0686\u0647 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0631\u0648\u06cc \u0644\u0627\u06af \u0647\u0627 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u06cc\u0645. \u0647\u0631 \u0627\u0641\u0632\u0648\u0646\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u0647\u0627 \u062a\u062d\u0642\u06cc\u0642 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">filter { grok { match =&gt; { \"message\" =&gt; \"%{COMBINEDAPACHELOG}\" } } date { match =&gt; [ \"timestamp\" , \"dd\/MMM\/yyyy:HH:mm:ss Z\" ] } geoip { source =&gt; \"clientip\" } }<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0644\u0627\u06af \u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u067e\u0627\u0686\u06cc\u00a0 \u0647\u0633\u062a\u06cc\u0645<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u0641\u06cc\u0644\u062a\u0631 grok \u06a9\u0647 \u0631\u0634\u062a\u0647 \u06af\u0632\u0627\u0631\u0634 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 event \u0631\u0627 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u067e\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u06cc\u0644\u062a\u0631 date \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0641\u06cc\u0644\u062f \u062a\u0627\u0631\u06cc\u062e \u06a9\u0647 \u0631\u0634\u062a\u0647 \u0627\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0641\u06cc\u0644\u062f timestamp \u0627\u0633\u062a (\u0647\u0631 pipeline\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Logstash \u0628\u0647 \u06cc\u06a9 timestamp \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06cc\u0646 \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u0641\u06cc\u0644\u062a\u0631 geoip \u0628\u0631\u0627\u06cc<\/span> <span style=\"font-weight: 400;\">\u067e\u0631 \u06a9\u0631\u062f\u0646\u00a0 \u0641\u06cc\u0644\u062f client ip \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631\u060c \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0641\u06cc\u0644\u062f clientip \u0628\u0647 \u0631\u0648\u06cc\u062f\u0627\u062f \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<h4><strong>\u0622\u0645\u0648\u0632\u0634 elk stack\u061b \u0645\u0641\u0647\u0648\u0645 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash <\/strong><\/h4>\n<p><span style=\"font-weight: 400;\">\u0642\u0633\u0645\u062a \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0645\u0642\u0635\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0644\u0627\u06af \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u0645 \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0627\u0646\u0646\u062f \u0642\u0628\u0644\u060c \u0647\u0631 \u0627\u0641\u0632\u0648\u0646\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u0647\u0627 \u062a\u062d\u0642\u06cc\u0642 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">output { elasticsearch { hosts =&gt; [\"localhost:9200\"] } }<\/span><\/pre>\n<p><span style=\"font-weight: 400;\">\u0628\u0627 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u06af\u0630\u0627\u0634\u062a\u0646 \u0647\u0645\u0647\u060c \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Logstash \u0628\u0627\u06cc\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0628\u0627\u0634\u062f:<\/span><\/p>\n<pre style=\"text-align: left;\"><span style=\"font-weight: 400;\">input { file { path =&gt; \"\/var\/log\/apache\/access.log\" start_position =&gt; \"beginning\" } } filter { grok { match =&gt; { \"message\" =&gt; \"%{COMBINEDAPACHELOG}\" } } date { match =&gt; [ \"timestamp\" , \"dd\/MMM\/yyyy:HH:mm:ss Z\" ] } geoip { source =&gt; \"clientip\" } } output { elasticsearch { hosts =&gt; [\"localhost:9200\"] } }<\/span><\/pre>\n\n\t\t<div class=\"box info  alignright\">\n\t\t\t<div class=\"box-inner-block\">\n\t\t\t\t<span class=\"fa tie-shortcode-boxicon\"><\/span>\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644\u00a0 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0622\u0645\u0648\u0632\u0634 elk stack \u0631\u0627 \u067e\u06cc\u0634 \u06af\u0631\u0641\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0627\u0645\u0627 \u0627\u06af\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u062e\u0635\u0648\u0635 \u0628\u0647 \u0645\u0634\u06a9\u0644\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u06cc\u062f\u060c \u0633\u0648\u0627\u0644\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0645\u0627 \u062f\u0631 \u0642\u0633\u0645\u062a \u06a9\u0627\u0645\u0646\u062a \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u062a\u0627 \u062f\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0645\u0645\u06a9\u0646 \u0628\u0647 \u0622\u0646\u0647\u0627 \u067e\u0627\u0633\u062e \u062f\u0647\u06cc\u0645. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0622\u0646\u060c \u0645\u0627 \u062f\u0631 \u067e\u06cc\u062c \u0627\u06cc\u0646\u0633\u062a\u0627\u06af\u0631\u0627\u0645\u06cc \u062e\u0648\u062f\u060c \u067e\u06cc\u0631\u0627\u0645\u0648\u0646 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0648 \u062a\u0627\u0632\u0647\u200c\u062a\u0631\u06cc\u0646 \u0627\u062e\u0628\u0627\u0631 \u062d\u0648\u0632\u0647\u200c\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0635\u062d\u0628\u062a \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0645\u0627 \u0631\u0627 \u062f\u0631 <a href=\"https:\/\/instagram.com\/\/arazcloud\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/a> \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0642\u0633\u0645\u062a \u0642\u0628\u0644 \u0628\u0647 \u0633\u0648\u0627\u0644 \u0634\u0645\u0627 \u0645\u0628\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 elk \u0686\u06cc\u0633\u062a \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u06cc\u0645 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0647 \u0646\u0635\u0628 \u0622\u0646 \u0627\u0642\u062f\u0627\u0645 \u0646\u0645\u0627\u06cc\u06cc\u062f. \u062d\u0627\u0644 \u062f\u0631 \u0627\u06cc\u0646\u00a0 \u0645\u0642\u0627\u0644\u0647 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u0645 \u062a\u0627 \u0628\u0631\u0627\u06cc \u062a\u0633\u0644\u0637 \u0628\u06cc\u0634\u062a\u0631 \u0634\u0645\u0627 \u0622\u0645\u0648\u0632\u0634 elk stack \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644 \u0648 \u062c\u0627\u0645\u0639 \u067e\u06cc\u0634 \u0628\u0628\u0631\u06cc\u0645\u061b \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.\u00a0 \u062f\u0631 \u0647\u0645\u06cc\u0646 \u0627\u0628\u062a\u062f\u0627 \u0644\u0627\u0632\u0645 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 &hellip;<\/p>\n","protected":false},"author":32,"featured_media":19601,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[230],"tags":[],"class_list":["post-19595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-network-and-security"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.6 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0622\u0645\u0648\u0632\u0634 elk stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0627\u0635\u0648\u0644\u06cc | \u062e\u0648\u0627\u0646\u062f\u0646\u06cc \u0647\u0627\u06cc \u0627\u0628\u0631 \u0622\u0631\u0627\u0632<\/title>\n<meta name=\"description\" content=\"\u0622\u0645\u0648\u0632\u0634 ELK Stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627\u064b \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0627\u0635\u0648\u0644\u06cc \u0628\u0631\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u062f\u0627\u062f\u0647\u200c\u0647\u0627. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627 \u0646\u0635\u0628\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Elasticsearch\u060c Logstash \u0648 Kibana \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0622\u0645\u0648\u0632\u0634 elk stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0627\u0635\u0648\u0644\u06cc\" \/>\n<meta property=\"og:description\" content=\"\u0622\u0645\u0648\u0632\u0634 ELK Stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627\u064b \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0627\u0635\u0648\u0644\u06cc \u0628\u0631\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u062f\u0627\u062f\u0647\u200c\u0647\u0627. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627 \u0646\u0635\u0628\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Elasticsearch\u060c Logstash \u0648 Kibana \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/\" \/>\n<meta property=\"og:site_name\" content=\"\u062e\u0648\u0627\u0646\u062f\u0646\u06cc \u0647\u0627\u06cc \u0627\u0628\u0631 \u0622\u0631\u0627\u0632\" \/>\n<meta property=\"article:published_time\" content=\"2021-12-21T17:38:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-09T12:59:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/0-22.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u0627\u062f\u0645\u06cc\u0646\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/arazcloud.com\/blog\/elk-stack-training-2\/\"},\"author\":{\"name\":\"\u0627\u062f\u0645\u06cc\u0646\",\"@id\":\"https:\/\/arazcloud.com\/blog\/#\/schema\/person\/a0810a2d5268af79a1c576dc73524f6a\"},\"headline\":\"\u0622\u0645\u0648\u0632\u0634 elk stack \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0645\u0644\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 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