{"id":16082,"date":"2024-09-04T21:35:29","date_gmt":"2024-09-04T18:05:29","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16082"},"modified":"2024-09-04T21:35:29","modified_gmt":"2024-09-04T18:05:29","slug":"create-dashboard-opensearch","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/ru\/tutorials\/create-dashboard-opensearch\/","title":{"rendered":"\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u0430\u043d\u0435\u043b\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0432 OpenSearch"},"content":{"rendered":"<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435<\/h2>\n<p>OpenSearch \u2014 \u044d\u0442\u043e \u043f\u043e\u0438\u0441\u043a\u043e\u0432\u043e-\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u0430\u043a\u0435\u0442 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 Elasticsearch \u0438 Kibana. \u041e\u043d \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0438 \u043d\u0430\u0434\u0435\u0436\u043d\u0443\u044e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0435\u0433\u043e \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u0434\u043b\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438, \u0418\u0422-\u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0438 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. OpenSearch \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u0443\u0447\u0430\u0441\u0442\u0438\u044e \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0442\u0430\u043a\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u043a\u0430\u043a \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u044f.<\/p>\n<p>\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u0432\u044b 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\u043f\u0430\u043d\u0435\u043b\u044f\u0445 OpenSearch.<\/p>\n<h5 id=\"%d9%be%db%8c%d8%b4-%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\">\u041f\u0440\u0435\u0434\u043f\u043e\u0441\u044b\u043b\u043a\u0438<\/h5>\n<p>\u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043d\u0430\u0447\u0430\u0442\u044c, \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e:<\/p>\n<ul>\n<li>\u0423\u0447\u0435\u0442\u043d\u0430\u044f \u0437\u0430\u043f\u0438\u0441\u044c DigitalOcean \u0441 \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c \u043a \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u043e\u043c\u0443 OpenSearch.<\/li>\n<li>\u0411\u0430\u0437\u043e\u0432\u044b\u0435 \u0437\u043d\u0430\u043d\u0438\u044f OpenSearch \u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0439 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<li>\u0414\u043e\u0441\u0442\u0443\u043f \u043a \u043f\u0430\u043d\u0435\u043b\u0438 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\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432, \u0447\u0442\u043e\u0431\u044b \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438.<\/li>\n<li>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u044f, \u0447\u0442\u043e\u0431\u044b \u0443\u0432\u0435\u0434\u043e\u043c\u0438\u0442\u044c \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u043e \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445 \u0432 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u043f\u0440\u043e\u0434\u0430\u0436 \u0438 \u043f\u043e\u043c\u043e\u0447\u044c \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0435\u0448\u0438\u0442\u044c \u043b\u044e\u0431\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b.<\/li>\n<\/ul>\n<\/li>\n<li>\u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0418\u0422-\u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b:\n<ul>\n<li>\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u043f\u0430\u043d\u0435\u043b\u0438 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0434\u043b\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u0441\u0435\u0440\u0432\u0435\u0440\u0430, \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0441\u0435\u0442\u0438 \u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0431\u0435\u0441\u043f\u0435\u0440\u0435\u0431\u043e\u0439\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432\u043e \u0432\u0441\u0435\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435.<\/li>\n<li>\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439\u0442\u0435 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0426\u041f, \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435 \u043f\u0430\u043c\u044f\u0442\u0438 \u0438 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430 \u0441\u0435\u0442\u0438, \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/li>\n<li>\u0412\u043d\u0435\u0434\u0440\u0438\u0442\u0435 \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u044f \u043e \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u043e\u0440\u043e\u0433\u043e\u0432\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u0445, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u0431\u044b\u0441\u0442\u0440\u043e\u0435 \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0430 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0431\u043e\u0438 \u0438\u043b\u0438 \u0443\u0445\u0443\u0434\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/li>\n<\/ul>\n<\/li>\n<li>\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438:\n<ul>\n<li>\u0421\u043e\u0437\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u0430\u043d\u0435\u043b\u0438 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0434\u043b\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u043f\u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u043f\u043e\u043f\u044b\u0442\u043a\u0438 \u0432\u0445\u043e\u0434\u0430 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0443, \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0431\u0440\u0430\u043d\u0434\u043c\u0430\u0443\u044d\u0440\u0430 \u0438 \u043e\u043f\u043e\u0432\u0435\u0449\u0435\u043d\u0438\u044f \u043e\u0431 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0438 \u0432\u0442\u043e\u0440\u0436\u0435\u043d\u0438\u0439.<\/li>\n<li>\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0434\u043e\u0437\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0439 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438.<\/li>\n<li>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u043a\u043e\u0440\u0440\u0435\u043b\u044f\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u0438 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0443\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-1-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%db%8c%da%a9-%d9%be%d8%a7%db%8c%da%af%d8%a7%d9%87-%d8%af%d8%a7%d8%af%d9%87-opensearch-%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa\">\u0428\u0430\u0433 1 \u2014 \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u043e\u0439 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 OpenSearch<\/h2>\n<ul>\n<li>\u0427\u0442\u043e\u0431\u044b \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u0443\u044e \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 Open Search, \u043f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u0432 \u0440\u0430\u0437\u0434\u0435\u043b \u00ab\u0411\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445\u00bb \u043d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043d\u0430\u0436\u043c\u0438\u0442\u0435 \u00ab\u0421\u043e\u0437\u0434\u0430\u0442\u044c \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445\u00bb.<\/li>\n<li>\u0412\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u201c\u0426\u0435\u043d\u0442\u0440 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445\/\u0440\u0435\u0433\u0438\u043e\u043d\u201d.<\/li>\n<li>\u0412\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u043d\u0443\u0436\u043d\u0443\u044e \u0441\u0435\u0442\u044c VPC \u0438\u0437 \u0440\u0435\u0433\u0438\u043e\u043d\u0430 (\u0435\u0441\u043b\u0438 \u0432\u044b \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e VPC).<\/li>\n<li>\u201c\u0412\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u201dOpenSearch\u00bb \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u044f\u0434\u0440\u0430 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"420\"  height=\"331\"  class=\"aligncenter wp-image-16085 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 420px) 100vw, 420px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1.png 420w, https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1-300x236.png 300w, https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1-110x87.png 110w, https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1-200x158.png 200w, https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1-380x299.png 380w, https:\/\/cdn.itpiran.net\/2024\/09\/04212842\/1-1-255x201.png 255w\" ><\/p>\n<ul>\n<li>\u0422\u0435\u043f\u0435\u0440\u044c \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n<p><span style=\"color: #ff0000;\">\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u0435: \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e \u0438 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u0432 \u043b\u044e\u0431\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u043f\u043e\u0441\u043b\u0435 \u0435\u0433\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f. \u041e\u0434\u043d\u0430\u043a\u043e \u0432 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043c\u0430\u043b\u044b\u0445 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043e\u0432 \u043d\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430.<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Open Search \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u043e\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435. \u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430.<\/span><\/li>\n<li>\u041d\u0430\u0437\u043e\u0432\u0438\u0442\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u043d\u0443\u0436\u043d\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 \u0438 \u0434\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u0442\u0435\u0433\u0438 (\u043d\u0435\u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e, \u0435\u0441\u043b\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u043e).<\/li>\n<li>\u041d\u0430\u0436\u043c\u0438\u0442\u0435 \u0421\u043e\u0437\u0434\u0430\u0442\u044c \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ul>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-2-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%db%8c%da%a9-%d8%af%d8%a7%d8%b4%d8%a8%d9%88%d8%b1%d8%af-%d9%88-%d8%a7%d9%81%d8%b2%d9%88%d8%af%d9%86-%d8%aa%d8%ac%d8%b3%d9%85\">\u0428\u0430\u0433 2 \u2014 \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043f\u0430\u043d\u0435\u043b\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u0434\u043e\u0431\u0430\u0432\u044c\u0442\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438<\/h2>\n<ul>\n<li>\u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043e\u0431\u043b\u0430\u043a\u043e\u043c DigitalOcean \u043d\u0430\u0436\u043c\u0438\u0442\u0435 \u043d\u0430 \u043f\u0430\u043d\u0435\u043b\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 OpenSearch.<\/li>\n<li>\u0412\u043e\u0439\u0434\u0438\u0442\u0435 \u0432 \u043f\u0430\u043d\u0435\u043b\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0434\u0430\u043d\u043d\u044b\u0435, \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0439 \u043f\u0430\u043d\u0435\u043b\u0438.<\/li>\n<\/ul>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"634\"  height=\"379\"  class=\"aligncenter wp-image-16086 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 634px) 100vw, 634px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2.png 634w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-300x179.png 300w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-110x66.png 110w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-200x120.png 200w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-380x227.png 380w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-255x152.png 255w, https:\/\/cdn.itpiran.net\/2024\/09\/04213057\/2-550x329.png 550w\" ><\/p>\n<ul>\n<li>\u041f\u043e\u0441\u043b\u0435 \u0432\u0445\u043e\u0434\u0430 \u0432 OpenSearch \u043f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u0432 \u0440\u0430\u0437\u0434\u0435\u043b OpenSearch \u201c\u041f\u0430\u043d\u0435\u043b\u0438 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 &gt; \u041f\u0430\u043d\u0435\u043b\u044c \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430\u201d \u0432 \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u043c\u0435\u043d\u044e.<\/li>\n<li>\u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u201c\u041f\u0430\u043d\u0435\u043b\u0438 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430\u201d \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u00ab\u0421\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u0430\u043d\u0435\u043b\u044c \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430\u00bb.<\/li>\n<li>\u041d\u0430\u0436\u043c\u0438\u0442\u0435 \u043d\u0430 \u0437\u043d\u0430\u0447\u043e\u043a \u043a\u0430\u043b\u0435\u043d\u0434\u0430\u0440\u044f \u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0435 \u0444\u0438\u043b\u044c\u0442\u0440 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 X \u0434\u043d\u0435\u0439.<\/li>\n<li>\u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u201c\u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439\u201d.<\/li>\n<li>\u0412 \u043e\u043a\u043d\u0435 \u00ab\u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043f\u0430\u043d\u0435\u043b\u0438\u00bb \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u00ab\u0421\u0440\u0435\u0434\u043d\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0431\u0430\u0439\u0442\u043e\u0432 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438\u00bb, \u0437\u0430\u0442\u0435\u043c \u0437\u0430\u043a\u0440\u043e\u0439\u0442\u0435 \u043f\u0430\u043d\u0435\u043b\u044c.<\/li>\n<\/ul>\n<p>\u0412\u044b \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u043f\u0430\u043d\u0435\u043b\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0441 \u043e\u0434\u043d\u043e\u0439 \u043f\u0430\u043d\u0435\u043b\u044c\u044e, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u043e\u0441\u0442\u0430\u0432\u0448\u0435\u0439\u0441\u044f \u0447\u0430\u0441\u0442\u0438 \u044d\u0442\u043e\u0433\u043e \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0430.<\/p>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"631\"  height=\"238\"  class=\"aligncenter wp-image-16087 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 631px) 100vw, 631px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3.png 631w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-300x113.png 300w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-110x41.png 110w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-200x75.png 200w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-380x143.png 380w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-255x96.png 255w, https:\/\/cdn.itpiran.net\/2024\/09\/04213223\/3-550x207.png 550w\" ><\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-3-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%d8%aa%d8%ac%d8%b3%d9%85\">\u0428\u0430\u0433 3 \u2014 \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438<\/h2>\n<ul>\n<li>\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u043d\u043e\u0432\u0443\u044e \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e. \u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u043d\u0430\u0436\u043c\u0438\u0442\u0435 \u00ab\u0421\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u0443\u044e\u00bb.<\/li>\n<li>\u201c\u0412 \u043e\u043a\u043d\u0435 \u201d\u041d\u043e\u0432\u0430\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u00bb \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u00ab\u0414\u0430\u0442\u0447\u0438\u043a\/\u041f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438\u00bb \u0438 \u0432\u044b\u0431\u0435\u0440\u0438\u0442\u0435 \u043d\u0443\u0436\u043d\u044b\u0439 \u0448\u0430\u0431\u043b\u043e\u043d \u0438\u043d\u0434\u0438\u043a\u0430\u0442\u043e\u0440\u0430.<\/li>\n<li>\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u2014 \u043d\u0430\u0436\u043c\u0438\u0442\u0435 \u201c\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c\u201d \u043d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432.<\/li>\n<li>\u0412\u0432\u0435\u0434\u0438\u0442\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u00ab\u041a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439\u00bb, \u0434\u043b\u044f \u043f\u0430\u043d\u0435\u043b\u0438 \u0438\u043d\u0434\u0438\u043a\u0430\u0442\u043e\u0440\u043e\u0432 \u0432 \u043e\u043a\u043d\u0435 \u00ab\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e\u00bb.<\/li>\n<li>\u041d\u0430\u0436\u043c\u0438\u0442\u0435 \u00ab\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0438 \u0432\u0435\u0440\u043d\u0443\u0442\u044c\u0441\u044f\u00bb.<\/li>\n<\/ul>\n<p>\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0430, \u0438 \u0432\u044b \u0431\u0443\u0434\u0435\u0442\u0435 \u043f\u0435\u0440\u0435\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u044b \u043d\u0430 \u043f\u0430\u043d\u0435\u043b\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f. \u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u043b\u0436\u043d\u044b \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c\u0441\u044f \u0434\u0432\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438.<\/p>\n<p><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"625\"  height=\"212\"  class=\"aligncenter wp-image-16088 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 625px) 100vw, 625px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4.png 625w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-300x102.png 300w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-110x37.png 110w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-200x68.png 200w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-380x129.png 380w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-255x86.png 255w, https:\/\/cdn.itpiran.net\/2024\/09\/04213352\/4-550x187.png 550w\" ><\/p>\n<p><span style=\"color: #ff0000;\">\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u0435: \u0414\u043b\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u043f\u0430\u043d\u0435\u043b\u044f\u0445 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 OpenSearch \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0448\u0430\u0431\u043b\u043e\u043d \u0441\u043f\u0438\u0441\u043a\u0430 \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 OpenSearch. \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0447\u0435\u0442\u044b\u0440\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430: \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u0441\u043f\u0438\u0441\u043a\u043e\u0432, \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0445\u0440\u0430\u043d\u0451\u043d\u043d\u044b\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438. \u0414\u043b\u044f \u043f\u0430\u043d\u0435\u043b\u0435\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 OpenSearch 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