{"id":19626,"date":"2021-12-23T21:00:07","date_gmt":"2021-12-23T17:30:07","guid":{"rendered":"https:\/\/arazcloud.com\/blog\/?p=19626"},"modified":"2025-02-02T17:57:18","modified_gmt":"2025-02-02T14:27:18","slug":"what-is-elasticsearch","status":"publish","type":"post","link":"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/","title":{"rendered":"elasticsearch \u06cc\u0627 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f"},"content":{"rendered":"<p><span style=\"font-weight: 400;\"><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;elasticsearch \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f \u0639\u0628\u0627\u0631\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f <\/span>\u0627\u06cc\u0646\u062f\u06a9\u0633\u060c \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648 \u060c \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062a\u062d\u0644\u06cc\u0644\u06cc\u060c \u0631\u0627\u0647 \u062d\u0644 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648&#8230; \u0645\u062c\u0645\u0648\u0639\u0647 \u0639\u0628\u0627\u0631\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16711680},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0628\u0627 \u0622\u0646 \u0645\u0648\u0627\u062c\u0647 \u0645\u06cc\u200c\u0634\u0648\u06cc\u062f<\/span>. \u0628\u0633\u062a\u0647 \u0628\u0647 \u0633\u0637\u062d \u0622\u0634\u0646\u0627\u06cc\u06cc \u0634\u0645\u0627 \u0628\u0627 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u060c \u0627\u06cc\u0646 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9\u200c\u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u062f. \u062a\u0645\u0627\u0645\u06cc \u0639\u0628\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0644\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646\u06a9\u0647 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;elasticsearch \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">elasticsearch \u0686\u06cc\u0633\u062a<\/span><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16711680},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u00a0\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0635\u0627\u062f\u0642 \u0628\u0627\u0634\u0646\u062f \u0648 <\/span>\u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u0628\u062e\u0634 \u0645\u0647\u0645\u06cc \u0627\u0632 \u062c\u0630\u0627\u0628\u06cc\u062a Elasticsearch \u0627\u0633\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0637\u0648\u0644 \u0633\u0627\u0644\u200c\u0647\u0627\u060c Elasticsearch \u0648 \u062f\u06cc\u06af\u0631 \u0627\u062c\u0632\u0627\u06cc \u0622\u0646 \u06a9\u0647 \u0628\u0627 \u0646\u0627\u0645 \u00abElastic Stack\u00bb \u0631\u0634\u062f \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0645\u062a\u0639\u062f\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u062c\u0633\u062a\u062c\u0648 \u062f\u0631 \u06cc\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u060c \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u06cc\u0627 \u062d\u062a\u06cc \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc. \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0628\u0627 \u062f\u0631\u06a9 \u0627\u06cc\u0646\u06a9\u0647 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;elasticsearch \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u060c \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644 \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645 \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f elasticsearch \u0686\u06cc\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u061b \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/span><\/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\/abroad\/\" target=\"_blank\" rel=\"noopener\">\u062e\u0631\u06cc\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u0633\u0631\u0648\u0631 \u0645\u062c\u0627\u0632\u06cc \u062e\u0627\u0631\u062c<\/a> \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u062e\u0648\u0628\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0633\u0627\u06cc\u062a \u062e\u0648\u062f \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u062f\u060c \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<p><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-19668\" src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-8.jpg\" alt=\"\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a\" width=\"800\" height=\"500\" \/><\/p>\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\/what-is-elasticsearch\/#%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%D9%86%D8%AD%D9%88%D9%87_%DA%A9%D8%A7%D8%B1_elasticsearch_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 elasticsearch \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-3\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D8%B3%D9%86%D8%AF_Document\" >\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0646\u062f (Document)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%D9%85%D9%86%D8%B8%D9%88%D8%B1_%D8%A7%D8%B2_Indices_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 Indices \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \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-5\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Inverted_Index_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >Inverted Index \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\/what-is-elasticsearch\/#%D9%85%D9%86%D8%B8%D9%88%D8%B1_%D8%A7%D8%B2_%D8%AE%D9%88%D8%B4%D9%87_Cluster_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u062e\u0648\u0634\u0647 (Cluster) \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \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-7\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%DA%AF%D8%B1%D9%87_Node\" >\u06af\u0631\u0647 (Node)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%D9%85%D9%86%D8%B7%D9%88%D8%B1_%D8%A7%D8%B2_Shards_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0645\u0646\u0637\u0648\u0631 \u0627\u0632 Shards \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \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-9\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Replicas_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >Replicas \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \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-11\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Application_search\" >Application search<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Website_search\" >Website search<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Enterprise_search\" >Enterprise search\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Logging_and_log_analytics\" >Logging and log analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Infrastructure_metrics_and_container_monitoring\" >Infrastructure metrics and container monitoring<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Security_analytics\" >Security analytics\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/arazcloud.com\/blog\/what-is-elasticsearch\/#Business_analytics\" >Business analytics\u00a0<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">elastic search \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc elk \u0627\u0633\u062a. <span style=\"font-weight: 400;\">\u0628\u0647 \u0637\u0648\u0631\u06a9\u0644\u06cc <\/span><span style=\"font-weight: 400;\">ELK Stack \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0633\u0647 \u0645\u062d\u0635\u0648\u0644 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632\u00a0 Elasticsearch\u060c Logstash \u0648 Kibana\u00a0 \u0628\u0648\u062f\u0647 \u06a9\u0647 \u0647\u0645\u06af\u06cc \u062a\u0648\u0633\u0637 Elastic \u062a\u0648\u0633\u0639\u0647\u060c \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0634\u0645\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0628\u0627\u06cc\u062f \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc \u0622\u0646 \u06cc\u0639\u0646\u06cc ELK Stack \u0634\u0646\u0627\u062e\u062a \u062f\u0631\u0633\u062a\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0645\u0642\u0627\u0644\u0647\u200c\u06cc <a href=\"https:\/\/arazcloud.com\/blog\/elk-stack-training\/\" target=\"_blank\" rel=\"noopener\">elk \u0686\u06cc\u0633\u062a<\/a> \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0646\u062f\u0647\u06cc\u062f.\u00a0<\/span><\/span><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0645\u0639\u0646\u0627 \u0648 \u0645\u0641\u0647\u0648\u0645 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 elasticsearch&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16711680},&quot;9&quot;:1,&quot;10&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 elasticsearch \u060c \u0622\u0646 \u0631\u0627 <span style=\"font-weight: 400;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u0631\u0648\u0631\u06cc \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc JSON \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc JSON \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f.<\/span><\/span><\/p>\n<p><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 elasticsearch&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16711680},&quot;9&quot;:1,&quot;10&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\"><span style=\"font-weight: 400;\">\u0628\u0647 \u0639\u0628\u0627\u0631\u062a\u06cc \u062f\u06cc\u06af\u0631 <\/span><\/span><span style=\"font-weight: 400;\">Elasticsearch \u06cc\u06a9 \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 opensurce \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0622\u067e\u0627\u0686\u06cc \u0644\u0648\u0633\u0646 \u0633\u0627\u062e\u062a\u0647 \u0648 \u062f\u0631 \u062c\u0627\u0648\u0627 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16711680},&quot;9&quot;:1,&quot;10&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633<\/span> \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0633\u0631\u0639\u062a \u0630\u062e\u06cc\u0631\u0647\u060c \u062c\u0633\u062a\u062c\u0648 \u0648 \u062a\u062c\u0632\u06cc\u0647\u200c\u0648\u062a\u062d\u0644\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0686\u0646\u062f \u0645\u06cc\u0644\u06cc \u062b\u0627\u0646\u06cc\u0647 \u067e\u0627\u0633\u062e \u062f\u0647\u06cc\u062f.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0622\u0646\u060c \u0627\u06cc\u0646 \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648 \u0627\u0632 \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0633\u0646\u0627\u062f \u0628\u0647 \u062c\u0627\u06cc \u062c\u062f\u0627\u0648\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0632 API\u00a0 REST \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0648 \u062c\u0633\u062a\u062c\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-19670 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-9.jpg\" alt=\"\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 elasticsearch\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AD%D9%88%D9%87_%DA%A9%D8%A7%D8%B1_elasticsearch_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><strong>\u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 elasticsearch \u0686\u06cc\u0633\u062a \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 <\/span>\u060c \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0627\u062c\u0632\u0627\u06cc \u0622\u0646 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d\u00a0 \u062f\u0647\u06cc\u0645\u061b \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D8%B3%D9%86%D8%AF_Document\"><\/span>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0646\u062f (Document)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0627\u0633\u0646\u0627\u062f \u0648\u0627\u062d\u062f \u0627\u0635\u0644\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 Elasticsearch \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0631\u062d\u0627\u0644\u06cc\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631<\/span><span style=\"font-weight: 400;\"> JSON \u0628\u0647 \u0639\u0646\u0648\u0627\u0646<\/span><span style=\"font-weight: 400;\"> expressed (\u0641\u0631\u0645\u062a \u062c\u0647\u0627\u0646\u06cc \u062a\u0628\u0627\u062f\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc) \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u060c \u0634\u0645\u0627 <\/span>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u0646\u062f\u06cc \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u0631\u062f\u06cc\u0641\u06cc \u062f\u0631 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u06cc\u06a9 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0645\u0639\u06cc\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646\u0647\u0627\u060c \u062f\u0631 Elasticsearch\u060c \u06cc\u06a9 \u0633\u0646\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0686\u06cc\u0632\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0645\u062a\u0646 \u0628\u0627\u0634\u062f\u061b \u0628\u0647 \u0639\u0628\u0627\u0631\u062a\u06cc \u0686\u06cc\u0632\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u062f\u0627\u062f\u0647 \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u06cc \u06a9\u0647 \u062f\u0631 JSON \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. <\/span><span style=\"font-weight: 400;\">\u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0639\u062f\u0627\u062f\u060c \u0631\u0634\u062a\u0647\u200c\u0647\u0627 \u0648 \u062a\u0627\u0631\u06cc\u062e\u200c\u0647\u0627 \u0631\u0627 \u0634\u0627\u0645\u06cc \u0634\u0648\u0646\u062f. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u062f \u0647\u0631 \u0633\u0646\u062f \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647 \u0645\u0646\u062d\u0635\u0631 \u0628\u0641\u0631\u062f \u0648 \u06cc\u06a9 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u062e\u0627\u0635 \u0627\u0633\u062a \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0622\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-19672 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-10.jpg\" alt=\"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0646\u062f (Document)\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%B8%D9%88%D8%B1_%D8%A7%D8%B2_Indices_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><strong>\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 Indices \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">index \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0627\u0633\u062a \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647\u06cc \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0633\u0637\u062d\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 Elasticsearch\u00a0 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u06cc\u062f. \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646\u060c \u0647\u0631 \u0633\u0646\u062f\u06cc \u062f\u0631 \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u06cc\u06a9 \u0648\u0628 \u0633\u0627\u06cc\u062a \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a \u0628\u0631\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u060c \u06cc\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u060c \u06cc\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u0627\u062a \u0648 \u063a\u06cc\u0631\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0647 \u0628\u0627 \u0646\u0627\u0645\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0634\u0627\u0631\u0647 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0647 \u0647\u0646\u06af\u0627\u0645 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc\u060c \u062c\u0633\u062a\u062c\u0648\u060c \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0648 \u062d\u0630\u0641 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0627\u0633\u0646\u0627\u062f \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Inverted_Index_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>Inverted Index \u0686\u06cc\u0633\u062a\u061f<\/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\u062c\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u067e\u0627\u0633\u062e \u067e\u0631\u0633\u0634 \u062e\u0648\u062f \u0645\u0628\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 elasticsearch \u0686\u06cc\u0633\u062a \u0622\u0634\u0646\u0627 \u0634\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f. \u062d\u0627\u0644 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0641\u0647\u0648\u0645 Inverted Index \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u06cc\u0646\u062f\u06a9\u0633 \u062f\u0631 Elasticsearch \u062f\u0631 \u0648\u0627\u0642\u0639 \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0634\u0627\u062e\u0635 \u0645\u0639\u06a9\u0648\u0633 \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f. \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645\u06cc \u0645\u0648\u062a\u0648\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0628\u0627 \u06a9\u0645\u06a9 \u0622\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0642\u0634\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0645\u062d\u062a\u0648\u0627\u060c \u0645\u0627\u0646\u0646\u062f \u06a9\u0644\u0645\u0627\u062a \u06cc\u0627 \u0627\u0639\u062f\u0627\u062f\u060c \u0628\u0647 \u0645\u06a9\u0627\u0646 \u0647\u0627\u06cc \u0622\u0646 \u062f\u0631 \u06cc\u06a9 \u0633\u0646\u062f \u06cc\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inverted Index \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u0646\u0642\u0634\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u0628\u0647 \u06cc\u06a9 \u0633\u0646\u062f \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a \u0645\u0639\u06a9\u0648\u0633\u060c \u0631\u0634\u062a\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0630\u062e\u06cc\u0631\u0647 \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062f\u0631 \u0639\u0648\u0636 \u0647\u0631 \u0633\u0646\u062f \u0631\u0627 \u0628\u0647 \u0639\u0628\u0627\u0631\u0627\u062a \u062c\u0633\u062a\u062c\u0648\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 (\u06cc\u0639\u0646\u06cc \u0647\u0631 \u06a9\u0644\u0645\u0647) \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u067e\u0633 \u0647\u0631 \u0639\u0628\u0627\u0631\u062a \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0628\u0647 \u0627\u0633\u0646\u0627\u062f\u06cc \u0646\u06af\u0627\u0634\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0622\u0646 \u0639\u0628\u0627\u0631\u0627\u062a \u062c\u0633\u062a\u062c\u0648 \u062f\u0631 \u0622\u0646\u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. <\/span><span style=\"font-weight: 400;\">\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Inverted Index \u060c <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633<\/span> \u0628\u0647 \u0633\u0631\u0639\u062a \u0628\u0647\u062a\u0631\u06cc\u0646 \u062a\u0637\u0627\u0628\u0642\u200c\u0647\u0627 \u0631\u0627 \u062d\u062a\u06cc \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-19674 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-11.jpg\" alt=\"Inverted Index \u0686\u06cc\u0633\u062a\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%B8%D9%88%D8%B1_%D8%A7%D8%B2_%D8%AE%D9%88%D8%B4%D9%87_Cluster_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u062e\u0648\u0634\u0647 (Cluster) \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u06af\u0631\u0647 \u06cc\u0627 \u0647\u0645\u0627\u0646 \u0633\u0631\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0647\u0645 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062e\u0648\u0634\u0647 \u062a\u0645\u0627\u0645\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0647 \u0648 \u0627\u0645\u06a9\u0627\u0646 \u062c\u0633\u062a\u062c\u0648\u06cc \u0622\u0633\u0627\u0646 \u0631\u0627 \u062f\u0631 \u062a\u0645\u0627\u0645 \u06af\u0631\u0647\u200c\u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0622\u0646\u060c \u0645\u0648\u062c\u0628 \u06a9\u0646\u062a\u0631\u0644 \u0622\u0633\u0627\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0647\u0631 \u06af\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0627\u0646\u0646\u062f \u06af\u0631\u0647\u060c \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0646\u06cc\u0632 \u0628\u0627 \u0646\u0627\u0645 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f\u06cc \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636\u060c \u0646\u0627\u0645\u0634 \u201celasticsearch\u201d \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u0686\u0646\u062f \u06af\u0631\u0647 \u0628\u0647 \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0627\u0632 \u0646\u0627\u0645 \u062e\u0648\u0634\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0627\u0645 \u062e\u0648\u0634\u0647 \u0628\u0633\u06cc\u0627\u0631 \u062d\u0627\u0626\u0632 \u0627\u0647\u0645\u06cc\u062a \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%B1%D9%87_Node\"><\/span>\u06af\u0631\u0647 (Node)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u06af\u0631\u0647 \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0648\u0627\u062d\u062f \u0627\u0633\u062a \u06a9\u0647 \u062e\u0648\u062f\u060c \u0628\u062e\u0634\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0644\u0627\u0633\u062a\u0631 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. \u06cc\u06a9 \u06af\u0631\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0648\u0634\u0647 \u0634\u0631\u06a9\u062a \u0645\u06cc\u200c\u062f\u0647\u062f. \u06cc\u06a9 \u06af\u0631\u0647 Elasticsearch \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0631\u062f:<\/span><\/p>\n<p><strong>Master Node: <\/strong><span style=\"font-weight: 400;\">\u06a9\u0644\u0627\u0633\u062a\u0631\u060c<\/span><span style=\"font-weight: 400;\"> Elasticsearch \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0645\u0633\u0626\u0648\u0644 \u062a\u0645\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc cluster \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u06cc\u0627 \u062d\u0630\u0641 \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a\u060c \u0627\u0641\u0632\u0648\u062f\u0646 \u06cc\u0627 \u062d\u0630\u0641 \u06af\u0631\u0647\u200c\u0647\u0627 \u0627\u0633\u062a.<\/span><\/p>\n<p><strong>Data Node: <\/strong><span style=\"font-weight: 400;\">\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0627\u062c\u0631\u0627\u06cc\u06cc \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/span><\/p>\n<p><strong>Client Node: <\/strong><span style=\"font-weight: 400;\">\u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc cluster \u0631\u0627 \u0628\u0647 \u06af\u0631\u0647 \u0627\u0635\u0644\u06cc \u0648 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06af\u0631\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0646\u0645\u0627\u06cc\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-19677 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-12.jpg\" alt=\"\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u06af\u0631\u0647 (Node) \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%B7%D9%88%D8%B1_%D8%A7%D8%B2_Shards_%D8%AF%D8%B1_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><strong>\u0645\u0646\u0637\u0648\u0631 \u0627\u0632 Shards \u062f\u0631 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Elasticsearch \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0634\u0627\u062e\u0635 \u0631\u0627 \u0628\u0647 \u0686\u0646\u062f \u0642\u0637\u0639\u0647 \u0628\u0647 \u0646\u0627\u0645 \u062e\u0631\u062f\u0647 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f. \u0647\u0631 \u062e\u0631\u062f\u0647 \u0628\u0647 \u062e\u0648\u062f\u06cc \u062e\u0648\u062f \u06cc\u06a9 &#8220;\u0634\u0627\u062e\u0635&#8221; \u06a9\u0627\u0645\u0644\u0627\u064b \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0645\u0633\u062a\u0642\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0631\u0648\u06cc \u0647\u0631 \u06af\u0631\u0647\u200c\u0627\u06cc \u062f\u0631 \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc \u0634\u0648\u062f. Elasticsearch \u0628\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0627\u0633\u0646\u0627\u062f \u062f\u0631 \u06cc\u06a9 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0686\u0646\u062f\u06cc\u0646 \u0642\u0637\u0639\u0647\u060c \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0622\u0646 \u062e\u0631\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u06af\u0631\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0627\u0641\u0632\u0648\u0646\u06af\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u062f\u061b \u06a9\u0647 \u0647\u0645 \u0627\u0632 \u062e\u0631\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u062d\u0627\u0641\u0638\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0647\u0645 \u0638\u0631\u0641\u06cc\u062a \u062c\u0633\u062a\u062c\u0648 \u0631\u0627 \u0628\u0627 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0646 \u06af\u0631\u0647\u200c\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Replicas_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>Replicas \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Elasticsearch \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u06a9\u067e\u06cc \u0627\u0632 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u062e\u0648\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f. Replica \u0647\u0627 \u06a9\u067e\u06cc\u200c\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0641\u0638\u062a \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062e\u0631\u0627\u0628\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0638\u0631\u0641\u06cc\u062a \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u0627\u0646\u0646\u062f \u062c\u0633\u062a\u062c\u0648 \u06cc\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06cc\u06a9 \u0633\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%88%D8%A7%D8%B1%D8%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%DB%8C%DA%A9_%D8%B3%D8%B1%DA%86_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span><strong>\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u0627\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 \u0686\u06cc\u0633\u062a \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u062f\u0631\u06a9 \u06a9\u0644\u06cc \u0627\u0632 <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:12995,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16764159},&quot;9&quot;:1,&quot;10&quot;:1,&quot;12&quot;:1,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0627\u0644\u0633\u062a\u06cc\u06a9 \u0633\u0631\u0686 <\/span>\u060c \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0645\u0639\u0645\u0627\u0631\u06cc \u0622\u0646 \u062f\u0627\u0631\u06cc\u0645\u060c \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u062a\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0648\u0644\u06cc\u0647\u200c\u06cc \u0622\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Application_search\"><\/span><strong>Application search<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc\u060c \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0648 \u06af\u0632\u0627\u0631\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0634\u062f\u062a \u0628\u0647 \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u062c\u0633\u062a\u062c\u0648 \u0645\u062a\u06a9\u06cc \u0647\u0633\u062a\u0646\u062f.<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-19679 lazyload\" data-src=\"https:\/\/arazcloud.com\/blog\/wp-content\/uploads\/2021\/12\/Untitled-1-13.jpg\" alt=\"\u062f\u0631\u06a9 \u0645\u0641\u0647\u0648\u0645 Application search\" width=\"800\" height=\"500\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/500;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Website_search\"><\/span><strong>Website search<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c Elasticsearch \u0631\u0627 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0624\u062b\u0631 \u0648 \u062f\u0642\u06cc\u0642 \u0645\u06cc\u200c\u062f\u0627\u0646\u0646\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Enterprise_search\"><\/span><strong>Enterprise search\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Elasticsearch \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u062d\u0635\u0648\u0644 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0648\u0628\u0644\u0627\u06af\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u0641\u0631\u0627\u062f \u0648 \u0647\u0631 \u0634\u06a9\u0644\u06cc \u0627\u0632 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0647 \u0641\u06a9\u0631\u0634 \u0631\u0627 \u0628\u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0628\u0647 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u06a9\u062b\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628\u06cc \u06a9\u0647 \u0645\u0627 \u0631\u0648\u0632\u0627\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0646\u0641\u0648\u0630 \u06a9\u0631\u062f\u0647 \u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u062f\u06cc\u062f\u06af\u0627\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u062e\u0627\u0635 \u062a\u0631\u060c Elasticsearch \u0628\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0632\u0631\u06af \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0634\u0631\u06a9\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Logging_and_log_analytics\"><\/span><strong>Logging and log analytics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Elasticsearch \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0648 \u0628\u0647 \u0631\u0648\u0634\u06cc \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0645\u0647\u0645\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u0628\u0631\u0627\u06cc \u0647\u062f\u0627\u06cc\u062a \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Infrastructure_metrics_and_container_monitoring\"><\/span><strong>Infrastructure metrics and container monitoring<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0634\u0631\u06a9\u062a \u0647\u0627 \u0627\u0632 ELK \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0627\u0645\u0644 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u00a0 \u0628\u0627\u0634\u062f \u06a9\u0647 \u0628\u0633\u062a\u0647 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Security_analytics\"><\/span><strong>Security analytics\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc Elasticsearch\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0645\u0646\u06cc\u062a\u06cc \u0627\u0633\u062a. \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0645\u0646\u06cc\u062a \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 ELK \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0631\u062f \u0648 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0645\u0644\u200c\u062a\u0631\u06cc \u0627\u0632 \u0622\u0646\u0686\u0647 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0645\u06cc\u200c\u06af\u0630\u0631\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Business_analytics\"><\/span><strong>Business analytics\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 ELK Stack\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0633\u0628 \u200c\u0648 \u06a9\u0627\u0631\u060c \u06af\u0632\u06cc\u0646\u0647 \u062e\u0648\u0628\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0646\u062d\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0646\u062f \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 \u0648 \u062f\u0631 \u0627\u06a9\u062b\u0631 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 Elasticsearch \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0645\u0646\u0628\u0639 \u062f\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u062e\u0648\u0628 \u0627\u0633\u062a<\/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>\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 <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;:12995,&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;:1,&quot;12&quot;:0,&quot;15&quot;:&quot;Comic Sans MS&quot;,&quot;16&quot;:14}\">\u0628\u0647 \u0633\u0648\u0627\u0644 \u0634\u0645\u0627 \u0645\u0628\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 elasticsearch \u0686\u06cc\u0633\u062a\u00a0\u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0628\u0627\u0634\u06cc\u0645<\/span>. \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 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