{"id":27377,"date":"2026-07-28T05:16:43","date_gmt":"2026-07-28T05:16:43","guid":{"rendered":"https:\/\/umang.pk\/2026\/07\/28\/%da%86%d9%88%d9%b9%db%8c-%da%a9%db%8c-%d8%aa%db%8c%d8%a7%d8%b1%db%8c-%da%a9%db%92-%d9%84%db%8c%db%92-%da%a9%d8%a7%d9%85-%da%a9%d8%a7-%d8%ae%d9%88%d8%af%da%a9%d8%a7%d8%b1-%d9%85%d8%a7%da%88%d9%84\/"},"modified":"2026-07-28T05:16:44","modified_gmt":"2026-07-28T05:16:44","slug":"%da%86%d9%88%d9%b9%db%8c-%da%a9%db%8c-%d8%aa%db%8c%d8%a7%d8%b1%db%8c-%da%a9%db%92-%d9%84%db%8c%db%92-%da%a9%d8%a7%d9%85-%da%a9%d8%a7-%d8%ae%d9%88%d8%af%da%a9%d8%a7%d8%b1-%d9%85%d8%a7%da%88%d9%84","status":"publish","type":"post","link":"https:\/\/umang.pk\/en_us\/2026\/07\/28\/%da%86%d9%88%d9%b9%db%8c-%da%a9%db%8c-%d8%aa%db%8c%d8%a7%d8%b1%db%8c-%da%a9%db%92-%d9%84%db%8c%db%92-%da%a9%d8%a7%d9%85-%da%a9%d8%a7-%d8%ae%d9%88%d8%af%da%a9%d8%a7%d8%b1-%d9%85%d8%a7%da%88%d9%84\/","title":{"rendered":"\u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u06cc\u0627\u0631\u06cc \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u0627\u0645 \u06a9\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u0627\u0688\u0644 \u06a9\u06cc\u0633\u06d2 \u0628\u0646\u0627\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4"},"content":{"rendered":"\n<div id=\"\">\n<p>\u0627\u06af\u0631 \u0622\u067e \u0646\u06d2 \u06a9\u0628\u06be\u06cc \u0628\u06be\u06cc APM \u0679\u0648\u0644 \u0633\u06d2 \u0627\u0633 \u0633\u0648\u0627\u0644 \u06a9\u0627 \u062c\u0648\u0627\u0628 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0648 \u062f\u0646 \u06af\u0632\u0627\u0631\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 &quot;\u0645\u062c\u06be\u06d2 \u06a9\u062a\u0646\u06d2 \u0648\u0631\u0686\u0648\u0626\u0644 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0648 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u0645\u06cc\u06ba \u0686\u0644\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u061f&#8221;\u060c \u062a\u0648 \u06cc\u06c1 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0622\u067e \u06a9\u06d2 \u0644\u06cc\u06d2 \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u062e\u0631 \u0645\u06cc\u06ba\u060c \u0622\u067e \u062f\u06cc\u06a9\u06be\u06cc\u06ba \u06af\u06d2 \u06a9\u06c1 \u06a9\u0633\u06cc \u0628\u06be\u06cc \u0686\u06cc\u0632 \u06a9\u0627 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0626\u06d2 \u0628\u063a\u06cc\u0631\u060c 5 \u0645\u0646\u0679 \u0633\u06d2 \u0628\u06be\u06cc \u06a9\u0645 \u0648\u0642\u062a \u0645\u06cc\u06ba \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u0633\u06d2 \u0627\u067e\u0646\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u06a9\u06d2 \u062a\u0645\u0627\u0645 \u0646\u0645\u0628\u0631 \u06a9\u06cc\u0633\u06d2 \u062d\u0627\u0635\u0644 \u06a9\u06cc\u06d2 \u062c\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-our-use-case\">\u06c1\u0645\u0627\u0631\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u06d2 \u0645\u0639\u0627\u0645\u0644\u0627\u062a:<\/h3>\n<p>\u06c1\u0631 \u0633\u0627\u0644\u060c \u0628\u0644\u06cc\u06a9 \u0641\u0631\u0627\u0626\u06cc\u0688\u06d2 \u0633\u06d2 \u0635\u0631\u0641 \u0686\u0646\u062f \u06c1\u0641\u062a\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u06a9\u0627\u0631\u06a9\u0631\u062f\u06af\u06cc \u06a9\u06d2 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632 \u0627\u0648\u0631 SREs \u06a9\u0648 \u0627\u06cc\u06a9 \u062c\u06cc\u0633\u06d2 \u0686\u06cc\u0644\u0646\u062c\u0632 \u06a9\u0627 \u0633\u0627\u0645\u0646\u0627 \u06a9\u0631\u0646\u0627 \u067e\u0691\u062a\u0627 \u06c1\u06d2\u06d4 \u06a9\u0633\u06cc \u06a9\u0648 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0645\u0648\u0633\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06cc \u062c\u0627\u0646\u0686 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2 \u0627\u0648\u0631 \u06af\u06be\u0691\u06cc \u0679\u06a9 \u0679\u06a9 \u06a9\u0631 \u0631\u06c1\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0639\u0627\u0645 \u0637\u0631\u06cc\u0642\u06c1 \u06cc\u06c1 \u06c1\u06d2 \u06a9\u06c1 \u0622\u067e \u0627\u067e\u0646\u06d2 APM \u0679\u0648\u0644 \u0645\u06cc\u06ba \u0644\u0627\u06af \u0627\u0646 \u06a9\u0631\u06cc\u06ba\u060c CSV \u0627\u06cc\u06a9\u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u06cc\u06ba\u060c \u0688\u06cc\u0679\u0627 \u06a9\u0648 \u0627\u0633\u067e\u0631\u06cc\u0688 \u0634\u06cc\u0679 \u0645\u06cc\u06ba \u0645\u062d\u0648\u0631 \u06a9\u0631\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0628\u06c1\u0627\u0624 \u06a9\u06d2 \u0628\u0627\u0631\u06d2 \u0645\u06cc\u06ba \u0627\u06cc\u06a9 \u062a\u0639\u0644\u06cc\u0645 \u06cc\u0627\u0641\u062a\u06c1 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0626\u06cc\u06ba\u06d4 \u0627\u0633 \u0645\u06cc\u06ba \u062f\u0646 \u0644\u06af\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0645\u062a\u0639\u062f\u062f \u0627\u0641\u0631\u0627\u062f \u0634\u0627\u0645\u0644 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0646\u062a\u0627\u0626\u062c \u0627\u06a9\u062b\u0631 \u0627\u0628 \u0628\u06be\u06cc \u063a\u0644\u0637 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u06cc\u06c1 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0622\u067e \u06a9\u0648 \u0627\u06cc\u06a9 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u0633\u06d2 \u06af\u0632\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u067e\u0648\u0631\u06d2 \u0639\u0645\u0644 \u06a9\u0648 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u0645\u0634\u0627\u06c1\u062f\u0627\u062a\u06cc \u0633\u0648\u0627\u0644\u0627\u062a \u0633\u06d2 \u0628\u062f\u0644 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u06cc\u06ba \u062a\u0645\u0627\u0645 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 New Relic (NRQL) \u0627\u0648\u0631 Dynatrace (USQL) \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0648\u06ba \u06af\u0627\u060c \u0644\u06cc\u06a9\u0646 \u06cc\u06c1 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u06a9\u0633\u06cc \u0628\u06be\u06cc APM \u067e\u0644\u06cc\u0679 \u0641\u0627\u0631\u0645 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0627\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u0633\u06cc\u0634\u0646 \u0627\u0648\u0631 \u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06d2 \u0688\u06cc\u0679\u0627 \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u06c1\u0645 \u0646\u06d2 \u062c\u0627\u0648\u0627 \u0627\u0633\u067e\u0631\u0646\u06af \u0628\u0648\u0679 \u0679\u0648\u0644 \u0628\u06be\u06cc \u0628\u0646\u0627\u06cc\u0627 \u06c1\u06d2 \u062c\u0633\u06d2 Peak Workload Analyzer \u06a9\u06c1\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0627\u0646 \u062a\u0645\u0627\u0645 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0648 \u0686\u0644\u0627\u062a\u0627 \u06c1\u06d2 \u0627\u06af\u0631 \u0622\u067e \u0633\u06cc\u062f\u06be\u06d2 \u0622\u0624\u0679 \u067e\u0679 \u067e\u0631 \u062c\u0627\u0646\u0627 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-table-of-contents\">\u0627\u0646\u0688\u06cc\u06a9\u0633<\/h2>\n<h2 id=\"heading-prerequisites\">\u0634\u0631\u0627\u0626\u0637<\/h2>\n<p>\u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u067e\u0631 \u0639\u0645\u0644 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0622\u067e \u06a9\u0648 \u0636\u0631\u0648\u0631\u062a \u06c1\u0648 \u06af\u06cc:<\/p>\n<ul>\n<li>\n<p>\u0622\u067e \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u067e\u0631 \u0628\u0631\u0627\u0624\u0632\u0631 \u0627\u0648\u0631\/\u06cc\u0627 APM \u0622\u0644\u0627\u062a \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0627\u06cc\u06a9 \u0646\u06cc\u0627 Relic \u06cc\u0627 Dynatrace \u0627\u06a9\u0627\u0624\u0646\u0679 \u0641\u0639\u0627\u0644 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u062c\u0627\u0648\u0627 11 \u06cc\u0627 \u0627\u0633 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0627\u0646\u0633\u0679\u0627\u0644 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>Maven 3.6 \u06cc\u0627 \u0627\u0633 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0627\u0646\u0633\u0679\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0645 \u0627\u0632 \u06a9\u0645 30 \u062f\u0646\u0648\u06ba \u06a9\u06cc \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0679\u0631\u06cc\u0641\u06a9 \u06c1\u0633\u0679\u0631\u06cc \u0648\u0646\u0688\u0648\u060c \u0628\u0634\u0645\u0648\u0644 \u0645\u0639\u0644\u0648\u0645 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u062f\u0648\u0627\u0631 (\u0645\u062b\u0644\u0627\u064b \u06af\u0632\u0634\u062a\u06c1 \u0633\u0627\u0644 \u0628\u0644\u06cc\u06a9 \u0641\u0631\u0627\u0626\u06cc\u0688\u06d2)<\/p>\n<\/li>\n<\/ul>\n<p>\u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0645\u06cc\u06ba \u062f\u0648 \u062a\u0635\u0648\u0631\u0627\u062a \u0638\u0627\u06c1\u0631 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 \u06c1\u06cc\u06ba\u06d4<\/p>\n<ul>\n<li>\n<p><strong>\u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba \u0641\u06cc \u0633\u06cc\u06a9\u0646\u0688 (RPS):<\/strong> \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u06a9\u0648 \u0641\u06cc \u0633\u06cc\u06a9\u0646\u0688 \u0645\u0648\u0635\u0648\u0644 \u06c1\u0648\u0646\u06d2 \u0648\u0627\u0644\u06cc HTTP \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f\u06d4 \u06cc\u06c1 \u0628\u0646\u06cc\u0627\u062f\u06cc \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0627 \u0645\u0636\u0645\u0648\u0646 \u06c1\u0648\u06af\u0627\u06d4<\/p>\n<\/li>\n<li>\n<p><strong>\u0633\u06cc\u0634\u0646:<\/strong> \u06cc\u06c1 \u062a\u0628 \u06c1\u0648\u062a\u0627 \u06c1\u06d2 \u062c\u0628 \u06a9\u0648\u0626\u06cc \u0627\u06cc\u06a9 \u0635\u0627\u0631\u0641 \u0622\u067e \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0648 \u067e\u06c1\u0644\u06d2 \u0635\u0641\u062d\u06c1 \u0633\u06d2 \u0622\u062e\u0631\u06cc \u0635\u0641\u062d\u06c1 \u062a\u06a9 \u0645\u0633\u0644\u0633\u0644 \u062f\u06cc\u06a9\u06be\u062a\u0627 \u06c1\u06d2\u06d4 \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u06af\u0646\u062a\u06cc \u0627\u0648\u0631 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 \u06a9\u0646\u06a9\u0631\u0646\u0679 \u06cc\u0648\u0632\u0631\u0632 \u0641\u0627\u0631\u0645\u0648\u0644\u06d2 \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f \u06c1\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<\/ul>\n<h2 id=\"heading-the-problem-with-manual-workload-modeling\">\u062f\u0633\u062a\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0645\u0627\u0688\u0644\u0646\u06af \u06a9\u06d2 \u0686\u06cc\u0644\u0646\u062c\u0632<\/h2>\n<p>\u0627\u0633 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u06a9\u06cc \u0642\u062f\u0631 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2\u060c \u06cc\u06c1 \u0646\u0642\u0634\u06c1 \u0628\u0646\u0627\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0627\u06cc\u06a9 \u0639\u0627\u0645 \u062f\u0633\u062a\u06cc \u06a9\u0627\u0645 \u06a9\u0627 \u0628\u0648\u062c\u06be \u0645\u0627\u0688\u0644\u0646\u06af \u0645\u0634\u0642 \u0639\u0645\u0644\u06cc \u0637\u0648\u0631 \u067e\u0631 \u06a9\u06cc\u0633\u06cc \u062f\u06a9\u06be\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062f\u0633\u062a\u06cc \u06a9\u0627\u0645<\/th>\n<th>\u0645\u0644\u0648\u062b \u0644\u0648\u06af<\/th>\n<th>\u0639\u0627\u0645 \u0648\u0642\u062a<\/th>\n<th>\u063a\u0644\u0637\u06cc \u06a9\u0627 \u062e\u0637\u0631\u06c1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u067e\u0646\u06d2 APM \u0679\u0648\u0644 \u0645\u06cc\u06ba \u0644\u0627\u06af \u0627\u0646 \u06a9\u0631\u06cc\u06ba\u060c \u0635\u062d\u06cc\u062d \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u067e\u0631 \u062c\u0627\u0626\u06cc\u06ba\u060c \u062a\u0627\u0631\u06cc\u062e \u06a9\u06cc \u062d\u062f\u0648\u062f \u0645\u0642\u0631\u0631 \u06a9\u0631\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0679\u0627\u0626\u0645 \u0632\u0648\u0646 \u06a9\u06d2 \u0645\u0633\u0627\u0626\u0644 \u06a9\u0648 \u06c1\u06cc\u0646\u0688\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u0627\u06cc\u0633 \u0622\u0631 \u0627\u06cc \/ \u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af<\/td>\n<td>30 ~ 60 \u0645\u0646\u0679<\/td>\n<td>\u062f\u0631\u0645\u06cc\u0627\u0646\u06cc \u063a\u0644\u0637 \u0627\u06cc\u067e \u06cc\u0627 \u0679\u0627\u0626\u0645 \u0632\u0648\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u067e\u0646\u06d2 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u062f\u0646\u0648\u06ba \u06a9\u0648 \u0628\u0635\u0631\u06cc \u0637\u0648\u0631 \u067e\u0631 \u067e\u06c1\u0686\u0627\u0646\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0679\u0631\u06cc\u0641\u06a9 \u06af\u0631\u0627\u0641 \u06a9\u0648 \u062f\u0633\u062a\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u06a9\u0631\u0648\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u0627\u06cc\u0633 \u0622\u0631 \u0627\u06cc \/ \u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af<\/td>\n<td>45~90 \u0645\u0646\u0679<\/td>\n<td>\u0627\u0639\u0644\u06cc \u0622\u0646\u06a9\u06be \u0633\u0686\u06cc \u0686\u0648\u0679\u06cc \u06a9\u06cc \u0622\u0631\u0632\u0648 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<\/tr>\n<tr>\n<td>CSV \u0645\u06cc\u06ba \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 \u0688\u06cc\u0679\u0627 \u0627\u06cc\u06a9\u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u06cc\u06ba \u0627\u0648\u0631 \u0628\u06c1\u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 Excel \u0645\u06cc\u06ba \u067e\u06cc\u0648\u0679 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u06a9\u0627\u0631\u06a9\u0631\u062f\u06af\u06cc \u0627\u0646\u062c\u06cc\u0646\u0626\u0631<\/td>\n<td>1~2 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u0627\u0639\u0644\u06cc \u0628\u0631\u0622\u0645\u062f \u06a9\u06cc \u062d\u062f\u060c \u0645\u062d\u0648\u0631 \u06a9\u06cc \u062e\u0631\u0627\u0628\u06cc\u06d4<\/td>\n<\/tr>\n<tr>\n<td>APM \u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646 \u0644\u0633\u0679 \u0645\u06cc\u06ba \u0633\u0631\u0641\u06c1\u0631\u0633\u062a \u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06cc \u062f\u0633\u062a\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u06a9\u0627\u0631\u06a9\u0631\u062f\u06af\u06cc \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af + \u062a\u0631\u0642\u06cc<\/td>\n<td>2 ~ 3 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u0627\u0639\u0644\u06cc \u06a9\u0648\u0626\u06cc \u0641\u06cc\u0635\u062f \u0648\u0632\u0646 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4<\/td>\n<\/tr>\n<tr>\n<td>\u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u0641\u0631 \u06a9\u06d2 \u0628\u06c1\u0627\u0624 \u06a9\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0646\u0648 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0688\u0648\u06cc\u0644\u067e\u0631\u0632 \u0627\u0648\u0631 \u067e\u0631\u0648\u0688\u06a9\u0679 \u06a9\u06d2 \u0645\u0627\u0644\u06a9\u0627\u0646 \u06a9\u0627 \u0627\u0646\u0679\u0631\u0648\u06cc\u0648 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af + \u0628\u06cc\u0686\u0644\u0631 + \u0688\u0648\u06cc\u0644\u067e\u0631<\/td>\n<td>4-8 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u0628\u06c1\u062a \u0627\u0639\u0644\u06cc\u0670\u06d4 \u0631\u0627\u0626\u06d2 \u067e\u0631 \u0645\u0628\u0646\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0633\u062a\u06cc \u0627\u0633\u067e\u0631\u06cc\u0688\u0634\u06cc\u0679 \u0641\u0627\u0631\u0645\u0648\u0644\u0648\u06ba \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0633\u06d2 \u06c1\u0645 \u0622\u06c1\u0646\u06af \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0627 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0626\u06cc\u06ba\u06d4<\/td>\n<td>\u06a9\u0627\u0631\u06a9\u0631\u062f\u06af\u06cc \u0627\u0646\u062c\u06cc\u0646\u0626\u0631<\/td>\n<td>1~2 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u0627\u0639\u0644\u06cc \u0644\u0679\u0644 \u06a9\u0627 \u0642\u0627\u0646\u0648\u0646 \u0634\u0627\u0630 \u0648 \u0646\u0627\u062f\u0631 \u06c1\u06cc \u0644\u0627\u06af\u0648 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/td>\n<\/tr>\n<tr>\n<td>SLA \u062f\u0633\u062a\u0627\u0648\u06cc\u0632\u0627\u062a \u06cc\u0627 \u0645\u0627\u0636\u06cc \u06a9\u06d2 \u0648\u0627\u0642\u0639\u0627\u062a \u06a9\u06cc \u0679\u06cc\u0645 \u0645\u06cc\u0645\u0648\u0631\u06cc \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f \u067e\u0631 SLA \u06a9\u06cc \u062d\u062f\u06cc\u06ba \u0633\u06cc\u0679 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af + \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0679<\/td>\n<td>1~2 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u062f\u0631\u0645\u06cc\u0627\u0646\u06cc \u062f\u0633\u062a\u0627\u0648\u06cc\u0632\u0627\u062a \u0627\u06a9\u062b\u0631 \u067e\u0631\u0627\u0646\u06cc \u06c1\u0648 \u062c\u0627\u062a\u06cc \u06c1\u06cc\u06ba\u06d4<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u06a9 \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0645\u0627\u0688\u0644 \u062f\u0633\u062a\u0627\u0648\u06cc\u0632 \u0628\u0646\u0627\u0626\u06cc\u06ba \u0627\u0648\u0631 \u0627\u0633\u0679\u06cc\u06a9 \u06c1\u0648\u0644\u0688\u0631 \u06a9\u06cc \u0645\u0646\u0638\u0648\u0631\u06cc \u062d\u0627\u0635\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631 + \u0645\u06cc\u0646\u06cc\u062c\u0631<\/td>\n<td>3-4 \u06af\u06be\u0646\u0679\u06d2<\/td>\n<td>\u062f\u0631\u0645\u06cc\u0627\u0646\u06cc \u0646\u0638\u0631 \u062b\u0627\u0646\u06cc \u0633\u0627\u0626\u06cc\u06a9\u0644<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0628\u0646\u062f\u0648\u0642<\/strong><\/td>\n<td><strong>2 ~ 4 \u0644\u0648\u06af<\/strong><\/td>\n<td><strong>13-22 \u06af\u06be\u0646\u0679\u06d2<\/strong><\/td>\n<td><strong>\u0645\u062c\u0645\u0648\u0639\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0628\u06c1\u062a \u0632\u06cc\u0627\u062f\u06c1<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0627\u0633 13-22 \u06af\u06be\u0646\u0679\u06d2 \u06a9\u06d2 \u062a\u062e\u0645\u06cc\u0646\u06d2 \u0645\u06cc\u06ba \u062c\u0627\u0626\u0632\u06c1 \u0644\u06cc\u0646\u06d2 \u06a9\u06d2 \u0686\u06a9\u0631\u060c APM \u062a\u06a9 \u0631\u0633\u0627\u0626\u06cc \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0646\u062a\u0638\u0627\u0631 \u06a9\u0627 \u0648\u0642\u062a\u060c \u06cc\u0627 \u0646\u0627\u06af\u0632\u06cc\u0631 &quot;\u06c1\u0645\u06cc\u06ba \u0627\u0633\u06d2 \u062f\u0648\u0628\u0627\u0631\u06c1 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2 \u06a9\u06cc\u0648\u0646\u06a9\u06c1 \u062a\u0627\u0631\u06cc\u062e \u06a9\u06cc \u062d\u062f \u063a\u0644\u0637 \u06c1\u06d2&#8221; \u0644\u0645\u062d\u06c1 \u062c\u0633 \u06a9\u0627 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u06c1\u0631 \u0679\u06cc\u0645 \u062a\u062c\u0631\u0628\u06c1 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u062f\u0631\u062d\u0642\u06cc\u0642\u062a\u060c \u0632\u06cc\u0627\u062f\u06c1 \u062a\u0631 \u062a\u0646\u0638\u06cc\u0645\u06cc\u06ba \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u06a9\u06cc \u062a\u0639\u0645\u06cc\u0631 \u0645\u06cc\u06ba \u067e\u0648\u0631\u06d2 \u06c1\u0641\u062a\u06d2 \u06a9\u06d2 \u0628\u0631\u0627\u0628\u0631 \u062e\u0631\u0686 \u06a9\u0631\u062a\u06cc \u06c1\u06cc\u06ba\u060c \u0635\u0631\u0641 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u06cc\u06c1 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u06c1 \u0627\u0646 \u06a9\u06d2 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0648\u0632\u0646 \u0627\u0628\u06be\u06cc \u0628\u06be\u06cc \u063a\u0644\u0637 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af \u06a9\u06d2 \u0648\u0642\u062a \u06a9\u06d2 \u0639\u0644\u0627\u0648\u06c1\u060c \u062f\u0633\u062a\u06cc \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644\u0632 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u062e\u0637\u0631\u06c1 \u0628\u06be\u06cc \u0631\u06a9\u06be\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0648\u06c1 \u0645\u0627\u0688\u0644 \u062c\u0648 \u0686\u0648\u0679\u06cc \u06a9\u06cc \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u0648 \u06a9\u0645 \u0633\u0645\u062c\u06be\u062a\u06d2 \u06c1\u06cc\u06ba \u0648\u06c1 \u06a9\u0645 \u0627\u0646\u062a\u0638\u0627\u0645\u0627\u062a \u06a9\u0627 \u0628\u0627\u0639\u062b \u0628\u0646\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u063a\u0644\u0637 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u0641\u0631 \u06a9\u06d2 \u0645\u0641\u0631\u0648\u0636\u0648\u06ba \u067e\u0631 \u0645\u0628\u0646\u06cc \u0645\u0627\u0688\u0644 \u06a9\u0645 \u0627\u062b\u0631 \u0648\u0627\u0644\u06d2 \u0628\u06c1\u0627\u0624 \u067e\u0631 \u0628\u0648\u062c\u06be \u06a9\u06cc \u062c\u0627\u0646\u0686 \u06a9\u06cc \u0635\u0644\u0627\u062d\u06cc\u062a \u06a9\u0648 \u0636\u0627\u0626\u0639 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u062f\u0648\u0646\u0648\u06ba \u0646\u062a\u0627\u0626\u062c \u06a9\u0627 \u0645\u0637\u0644\u0628 \u06c1\u06d2 \u06a9\u06c1 \u0628\u0644\u06cc\u06a9 \u0641\u0631\u0627\u0626\u06cc\u0688\u06d2 \u06a9\u06cc \u062a\u06cc\u0627\u0631\u06cc\u0627\u06ba \u0642\u06cc\u0627\u0633 \u0622\u0631\u0627\u0626\u06cc\u0648\u06ba \u067e\u0631 \u0645\u0628\u0646\u06cc \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u06cc\u06c1 \u06a9\u06c1 \u062e\u0637\u0631\u0627\u062a \u0628\u062f\u062a\u0631\u06cc\u0646 \u0645\u0645\u06a9\u0646\u06c1 \u0644\u0645\u062d\u06d2 \u062a\u06a9 \u062e\u0648\u062f \u06a9\u0648 \u067e\u06cc\u0634 \u0646\u06c1\u06cc\u06ba \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-the-automated-approach-what-changes\">\u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631: \u06a9\u06cc\u0627 \u0628\u062f\u0644\u0627 \u06c1\u06d2\u061f<\/h2>\n<p>\u0627\u0633 \u0645\u0642\u0627\u0644\u06d2 \u0645\u06cc\u06ba \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u0645\u0646\u062f\u0631\u062c\u06c1 \u0628\u0627\u0644\u0627 \u062a\u0645\u0627\u0645 \u062f\u0633\u062a\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u06a9\u0648 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u0627\u0648\u0631 \u062f\u0648\u0628\u0627\u0631\u06c1 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u06c1\u062f\u0627\u062a\u06cc \u0633\u0648\u0627\u0644\u0627\u062a \u0633\u06d2 \u0628\u062f\u0644 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u06c1\u0627\u06ba \u0633\u0631\u06af\u0631\u0645\u06cc\u0648\u06ba \u06a9\u06cc \u0648\u06c1\u06cc \u0641\u06c1\u0631\u0633\u062a \u06c1\u06d2\u060c \u062c\u0648 \u0627\u06cc\u06a9 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0648\u0628\u0627\u0631\u06c1 \u0644\u06a9\u06be\u06cc \u06af\u0626\u06cc \u06c1\u06d2:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062e\u0648\u062f\u06a9\u0627\u0631 \u06a9\u0627\u0645<\/th>\n<th>\u0645\u0644\u0648\u062b \u0644\u0648\u06af<\/th>\n<th>\u0648\u0642\u062a \u0644\u06cc\u0627<\/th>\n<th>\u062f\u0631\u0633\u062a\u06af\u06cc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627\u0631: \u062a\u0627\u0631\u06cc\u062e \u06a9\u06cc \u062d\u062f \u062f\u0631\u062c \u06a9\u0631\u06cc\u06ba\u060c \u0627\u06cc\u067e \u06a9\u0627 \u0646\u0627\u0645 \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0686\u0644\u0627\u0626\u06cc\u06ba \u067e\u0631 \u06a9\u0644\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u062a\u0645\u0627\u0645 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632<\/td>\n<td>2 \u0645\u0646\u0679 \u06a9\u0627 \u0633\u06cc\u0679 \u0627\u067e<\/td>\n<td>\u062f\u0631\u0633\u062a \u0688\u06cc\u0679\u0627 \u067e\u0631 \u0645\u0628\u0646\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u067e \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646 \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062f\u0631\u0633\u062a \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u0633\u06d2<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u067e \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0686\u0648\u0679\u06cc \u06af\u06be\u0646\u0679\u06d2 \u0627\u0648\u0631 \u0686\u0648\u0679\u06cc \u0645\u0646\u0679 \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062f\u0631\u0633\u062a 1 \u0645\u0646\u0679 \u062a\u06a9 \u0628\u0627\u0644\u0679\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u067e \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06cc \u0645\u0644\u0627\u0648\u0679 \u0627\u0648\u0631 \u0641\u0646\u0644 \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062f\u0631\u0633\u062a \u067e\u06cc\u062f\u0627\u0648\u0627\u0631 \u06a9\u06cc \u062a\u0642\u0633\u06cc\u0645<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u067e \u062e\u0648\u062f \u0628\u062e\u0648\u062f VU \u0634\u0645\u0627\u0631 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u06cc\u0634\u0646 \u0641\u0627\u0631\u0645\u0648\u0644\u06d2 \u06a9\u0627 \u0627\u0637\u0644\u0627\u0642 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u0627\u0639\u0644\u06cc \u0631\u06cc\u0627\u0636\u06cc \u0633\u06d2 \u0645\u0627\u062e\u0648\u0630<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u067e \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u0641\u0631 \u0627\u0648\u0631 \u0646\u062a\u0627\u0626\u062c \u06a9\u0627 \u0648\u0632\u0646 \u0628\u0646\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062f\u0631\u0633\u062a \u0633\u06cc\u0634\u0646 \u0688\u06cc\u0679\u0627 \u0633\u06d2<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0646\u0679\u0631\u0627\u06cc\u06a9\u0679\u0648 HTML \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688\u0632 \u0627\u0648\u0631 \u0627\u06cc\u06a9\u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 JSON \u0631\u067e\u0648\u0631\u0679\u0633 \u0628\u0646\u0627\u0626\u06cc\u06ba<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u062e\u0648\u062f\u06a9\u0627\u0631<\/td>\n<td>\u0627\u0639\u0644\u06cc \u0645\u06a9\u0645\u0644 \u0637\u0648\u0631 \u067e\u0631 \u0679\u0631\u06cc\u0633 \u0627\u06cc\u0628\u0644<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0628\u0646\u062f\u0648\u0642<\/strong><\/td>\n<td><strong>1 \u0634\u062e\u0635<\/strong><\/td>\n<td><strong>5 \u0645\u0646\u0679 \u0633\u06d2 \u06a9\u0645<\/strong><\/td>\n<td><strong>\u0627\u0639\u0644\u06cc \u062b\u0628\u0648\u062a \u067e\u0631 \u0645\u0628\u0646\u06cc<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0627\u06cc\u0646\u0627\u0644\u0627\u0626\u0632\u0631 \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0645\u06a9\u0645\u0644 \u0627\u06cc\u0646\u0627\u0644\u06cc\u0679\u06a9\u0633 \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688\u0632 \u0627\u0648\u0631 JSON \u0631\u067e\u0648\u0631\u0679\u0633 \u062a\u06cc\u0627\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0633 \u06a9\u0627\u0645 \u06a9\u0648 \u06a9\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0633 \u0645\u06cc\u06ba \u0628\u0635\u0648\u0631\u062a \u062f\u06cc\u06af\u0631 13 \u0633\u06d2 22 \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632 \u06a9\u0648 5 \u0645\u0646\u0679 \u0633\u06d2 \u0628\u06be\u06cc \u06a9\u0645 \u0648\u0642\u062a \u0644\u06af\u06d2 \u06af\u0627\u060c \u0641\u06cc \u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u06cc\u0627\u0631\u06cc \u06a9\u06d2 \u0686\u06a9\u0631 \u0645\u06cc\u06ba 99% \u06a9\u0645\u06cc\u06d4 \u06a9\u0648\u0626\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u062a\u062d\u0631\u06cc\u0631\u060c \u0627\u0633\u067e\u0631\u06cc\u0688\u0634\u06cc\u0679\u060c \u06cc\u0627 \u062f\u0633\u062a\u06cc \u062d\u0633\u0627\u0628 \u06a9\u062a\u0627\u0628 \u0646\u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u0633 \u0645\u0636\u0645\u0648\u0646 \u06a9\u0627 \u0633\u06cc\u06a9\u0634\u0646 1 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u06cc \u0627\u06cc\u067e\u0644\u06cc \u06a9\u06cc\u0634\u0646 \u06a9\u0648 \u0645\u062a\u0639\u0627\u0631\u0641 \u06a9\u0631\u0627\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2\u06d4 \u0628\u0642\u06cc\u06c1 \u062d\u0635\u06d2 \u0645\u062c\u0645\u0648\u0639\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u06cc \u0646\u0641\u0627\u0630 \u06a9\u06cc \u062f\u0633\u062a\u0627\u0648\u06cc\u0632 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba: \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06d2 \u06c1\u0631 \u0642\u062f\u0645 \u067e\u0631 \u062f\u0631\u0633\u062a \u0633\u0648\u0627\u0644\u0627\u062a\u060c \u0644\u0627\u06af\u0648 \u0641\u0627\u0631\u0645\u0648\u0644\u06d2\u060c \u0627\u0648\u0631 \u06c1\u0631 \u0641\u06cc\u0635\u0644\u06d2 \u06a9\u06d2 \u067e\u06cc\u0686\u06be\u06d2 \u0645\u0646\u0637\u0642\u06d4<\/p>\n<p>\u06cc\u06c1 \u0627\u0646 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9\u06cc \u062d\u0648\u0627\u0644\u06c1 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u06a9\u0627\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u06cc\u06c1 \u0633\u0645\u062c\u06be\u0646\u0627 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u0679\u0648\u0644 \u06c1\u0688 \u06a9\u06d2 \u0646\u06cc\u0686\u06d2 \u06a9\u06cc\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0648\u0631 \u0627\u0646 \u0679\u06cc\u0645\u0648\u06ba \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06cc\u06a9 \u0627\u0633\u0679\u06cc\u0646\u0688 \u0627\u0633\u0679\u0648\u0646 \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u06af\u0627\u0626\u06cc\u0688 \u062c\u0648 \u0627\u067e\u0646\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u0646\u0627 \u0686\u0627\u06c1\u062a\u06cc \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-1-the-peak-workload-analyzer\">1. \u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627\u0631<\/h2>\n<p>\u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0627\u06cc\u0646\u0627\u0644\u0627\u0626\u0632\u0631 \u0627\u06cc\u06a9 \u062c\u0627\u0648\u0627 \u0627\u0633\u067e\u0631\u0646\u06af \u0628\u0648\u0679 \u0627\u06cc\u067e\u0644\u06cc \u06a9\u06cc\u0634\u0646 \u06c1\u06d2 \u062c\u0648 \u0627\u06cc\u06a9 \u06c1\u06cc \u06a9\u0645\u0627\u0646\u0688 \u0645\u06cc\u06ba \u0645\u06a9\u0645\u0644 \u0637\u0648\u0631 \u067e\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0645\u0627\u0688\u0644 \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u06a9\u0648 \u0646\u0627\u0641\u0630 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0646\u06cc\u0648 \u0631\u06cc\u0644\u06cc\u06a9 \u06cc\u0627 \u0688\u0627\u0626\u0646\u0679\u0631\u06cc\u0633 \u0633\u06d2 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u062c\u0691\u06cc\u06ba\u060c \u062a\u0645\u0627\u0645 \u0686\u06be \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u06d2 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0648 \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u0686\u0644\u0627\u0626\u06cc\u06ba\u060c \u06c1\u0645 \u0622\u06c1\u0646\u06af\u06cc \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06a9\u06cc \u06af\u0646\u062a\u06cc \u06a9\u0631\u06cc\u06ba\u060c \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u0641\u0631 \u06a9\u06cc \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba\u060c \u0627\u0648\u0631 \u062f\u0633\u062a\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u062a\u062d\u0631\u06cc\u0631 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06a9\u06d2 \u0628\u063a\u06cc\u0631 \u0642\u0627\u0628\u0644 \u0628\u0631\u0622\u0645\u062f JSON \u0646\u062a\u0627\u0626\u062c \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0627\u0646\u0679\u0631\u0627\u06cc\u06a9\u0679\u0648\u060c \u0631\u06cc\u0626\u0644 \u0679\u0627\u0626\u0645 \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688\u0632 \u0628\u0646\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-11-quick-start\">1.1 \u0641\u0648\u0631\u06cc \u0622\u063a\u0627\u0632<\/h3>\n<pre><code class=\"language-bash\"># 1. Build the project\nmvn clean package\n\n# 2. Start the web server\njava -jar target\/peak-workload-analyzer-1.0.0.jar\n\n# 3. Open browser\nopen http:\/\/localhost:8080\n\n# 4. Select provider tab: New Relic or Dynatrace\n# 5. Enter API credentials\n# 6. Select application and set date range\n# 7. Click Run Analysis\n<\/code><\/pre>\n<h3 id=\"heading-12-what-the-application-does-automatically\">1.2 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062e\u0648\u062f \u0628\u062e\u0648\u062f \u06a9\u06cc\u0627 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0642\u062f\u0627\u0645\u0627\u062a<\/th>\n<th>\u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u06a9\u06d2 \u0645\u0631\u0627\u062d\u0644<\/th>\n<th>\u062d\u0633\u0627\u0628<\/th>\n<th>\u062f\u0633\u062a\u0627\u0648\u06cc\u0632 \u06a9\u06d2 \u062d\u0635\u06d2 \u0633\u06d2 \u0645\u0645\u0627\u062b\u0644 \u06c1\u06d2\u06d4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646 \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u0626\u06cc\u06ba\u06d4<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 1<\/td>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0645\u0648\u0633\u0645<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 3<\/td>\n<\/tr>\n<tr>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u0626\u06cc\u06ba\u06d4<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 2<\/td>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0648\u0642\u062a<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 4<\/td>\n<\/tr>\n<tr>\n<td>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679 \u0686\u0644\u0627\u0626\u06cc\u06ba \u0627\u0648\u0631 RPS \u062d\u0627\u0635\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 3<\/td>\n<td>\u06c1\u062f\u0641 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 5<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06d2 \u0645\u06a9\u0633 \u06a9\u0631\u06cc\u06ba \u0627\u0648\u0631 \u0641\u0646\u0644 \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u0686\u0644\u0627\u0626\u06cc\u06ba\u06d4<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 4<\/td>\n<td>\u0641\u06cc\u0635\u062f \u0648\u0632\u0646<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 6<\/td>\n<\/tr>\n<tr>\n<td>\u0633\u06cc\u0634\u0646 \u0641\u0627\u0631\u0645\u0648\u0644\u0648\u06ba \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u06c1\u0645 \u0648\u0642\u062a\u06cc \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0627 \u062d\u0633\u0627\u0628 \u0644\u06af\u0627\u0626\u06cc\u06ba\u06d4<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 5<\/td>\n<td>VUs \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 7<\/td>\n<\/tr>\n<tr>\n<td>\u067e\u0631\u0648\u0641\u0627\u0626\u0644\u0646\u06af \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646 \u0627\u0648\u0631 VU \u067e\u0648\u0644 \u06a9\u06cc \u062d\u062f\u0648\u062f<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 6<\/td>\n<td>VU \u067e\u0648\u0644<\/td>\n<td>\u062f\u0641\u0639\u06c1 8<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0646\u0679\u0631\u0627\u06cc\u06a9\u0679\u0648 HTML \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688\u0632 \u0627\u0648\u0631 \u0627\u06cc\u06a9\u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 JSON \u0631\u067e\u0648\u0631\u0679\u0633 \u0628\u0646\u0627\u0626\u06cc\u06ba<\/td>\n<td>\u062d\u0633\u0627\u0628<\/td>\n<td>HTML \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688 \u0627\u0648\u0631 JSON<\/td>\n<td>\u0633\u06cc\u06a9\u0634\u0646 9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-13-output-files\">1.3 \u0622\u0624\u0679 \u067e\u0679 \u0641\u0627\u0626\u0644<\/h3>\n<pre><code class=\"language-plaintext\">output\/\n\u251c\u2500\u2500 peak-analysis-report.json    # All metrics in structured JSON\n\u251c\u2500\u2500 peak-analysis-report.html    # Interactive dashboard (12 widgets)\n\u251c\u2500\u2500 user-journeys.json           # Top user flows with % weights\n\u2514\u2500\u2500 logs\/\n    \u2514\u2500\u2500 analysis.log\n<\/code><\/pre>\n<p><strong>GitHub \u0630\u062e\u06cc\u0631\u06c1:<\/strong> \u06a9\u0627\u0645 \u06a9\u0627 \u0628\u0648\u062c\u06be \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0627 \u0686\u0648\u0679\u06cc\u06d4 \u0622\u067e \u0627\u0633 \u06a9\u06cc \u067e\u06cc\u0631\u0648\u06cc \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u0644\u0648\u0646 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u06cc\u0627 \u0627\u0633\u06d2 \u062d\u0648\u0627\u0644\u06c1 \u06a9\u06d2 \u0646\u0641\u0627\u0630 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u06af\u0631 \u0622\u067e \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u06a9\u0648 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u062a\u0648 \u0633\u06cc\u06a9\u0634\u0646 3 \u06a9\u0627 \u06c1\u0631 \u0633\u06cc\u06a9\u0634\u0646 \u0628\u0627\u0644\u06a9\u0644 \u0648\u06c1\u06cc \u06a9\u0686\u06be \u062f\u0633\u062a\u0627\u0648\u06cc\u0632 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062a\u0628\u0635\u0631\u0648\u06ba \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0645\u0646\u0637\u0642 \u0627\u0648\u0631 \u0645\u062a\u0648\u0642\u0639 \u0622\u0624\u0679 \u067e\u0679 \u06a9\u06cc \u0648\u0636\u0627\u062d\u062a \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-2-methodology-overview\">2. \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u06a9\u0627 \u062c\u0627\u0626\u0632\u06c1<\/h2>\n<p>\u062e\u0648\u062f\u06a9\u0627\u0631 \u06a9\u0627\u0645 \u06a9\u0627 \u0628\u0648\u062c\u06be \u0645\u0627\u0688\u0644 \u0686\u06be \u0642\u062f\u0645\u06cc \u0688\u0631\u0644 \u0688\u0627\u0624\u0646 \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u06a9\u06cc \u067e\u06cc\u0631\u0648\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0635\u0627\u0631\u0641 \u0627\u06cc\u06a9 \u06c1\u0633\u0679\u0631\u06cc \u0648\u0646\u0688\u0648 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0648\u0631 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0622\u06c1\u0633\u062a\u06c1 \u0622\u06c1\u0633\u062a\u06c1 \u062a\u0641\u0635\u06cc\u0644 \u06a9\u06cc \u06c1\u0631 \u0633\u0637\u062d \u067e\u0631 \u0639\u06cc\u0646 \u0628\u062f\u062a\u0631\u06cc\u0646 \u0635\u0648\u0631\u062a \u062d\u0627\u0644 \u062a\u06a9 \u0645\u062d\u062f\u0648\u062f \u06c1\u0648 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0646\u06cc\u0686\u06d2 \u062f\u06cc\u0627 \u06af\u06cc\u0627 \u062e\u0627\u06a9\u06c1 \u0686\u06be \u0645\u0631\u0627\u062d\u0644 \u0627\u0648\u0631 \u0627\u0646 \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u067e\u06cc\u062f\u0627\u0648\u0627\u0631 \u06a9\u0648 \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p><strong>6 \u0645\u0631\u062d\u0644\u06c1 \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646:<\/strong> \u067e\u0650\u06cc\u06a9 \u0688\u06d2 \u2192 \u067e\u0650\u06cc\u06a9 \u0622\u0648\u0631\u0632 \u2192 \u067e\u0650\u06cc\u06a9 \u0645\u0646\u0679\u0633 \u2192 \u0645\u06a9\u0633 \u0622\u0641 \u0633\u06cc\u0646\u0627\u0631\u06cc\u0648\u0632 \u2192 \u06a9\u0646\u06a9\u0631\u0646\u0679 \u0635\u0627\u0631\u0641\u06cc\u0646 \u2192 \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646\u0632\u06d4 \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u0633\u06d2 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u06d2 \u067e\u06cc\u0631\u0627\u0645\u06cc\u0679\u0631\u0632 \u062d\u0627\u0635\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06c1\u0631 \u0645\u0631\u062d\u0644\u06c1 \u062f\u0631\u062c \u0630\u06cc\u0644 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2:<\/p>\n<h3 id=\"heading-21-key-metrics-at-each-stage\">2.1 \u06c1\u0631 \u0645\u0631\u062d\u0644\u06d2 \u067e\u0631 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0634\u0627\u0631\u06d2<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u0642\u062f\u0645<\/th>\n<th>\u0628\u0646\u06cc\u0627\u062f\u06cc \u0645\u06cc\u0679\u0631\u06a9\u0633<\/th>\n<th>\u062b\u0627\u0646\u0648\u06cc \u0645\u06cc\u0679\u0631\u06a9\u0633<\/th>\n<th>\u06a9\u06cc\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u0627 \u06c1\u06d2<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0645\u0648\u0633\u0645<\/strong><\/td>\n<td>\u0641\u06cc \u06a9\u06cc\u0644\u0646\u0688\u0631 \u062f\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u06a9\u0644 \u062a\u0639\u062f\u0627\u062f<\/td>\n<td>\u0645\u0646\u0641\u0631\u062f \u0633\u06cc\u0634\u0646\u0632\u060c \u0627\u0648\u0633\u0637 \u062c\u0648\u0627\u0628\u06cc \u0648\u0642\u062a<\/td>\n<td>\u062a\u0645\u0627\u0645 \u0628\u0639\u062f \u06a9\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0627\u0626\u0631\u06c1 \u06a9\u0627\u0631 \u06a9\u06cc \u0648\u0636\u0627\u062d\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0648\u0642\u062a<\/strong><\/td>\n<td>\u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 \u0641\u06cc \u0628\u0627\u0644\u0679\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba\u06d4<\/td>\n<td>P50\/P95\/P99 \u0627\u0633\u0679\u06cc\u0646\u0688 \u0628\u0627\u0626\u06cc \u0679\u0627\u0626\u0645 \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1<\/td>\n<td>\u0679\u06cc\u0633\u0679 \u067e\u06cc\u0631\u06cc\u0688 \u0648\u0646\u0688\u0648 \u0644\u0648\u0688 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679<\/strong><\/td>\n<td>60 \u0633\u06cc\u06a9\u0646\u0688 \u0648\u0646\u0688\u0648 \u0645\u06cc\u06ba \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba\u06d4<\/td>\n<td>\u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 RPS = \u0634\u0645\u0627\u0631 \/ 60<\/td>\n<td>\u0679\u06cc\u0633\u0679 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633 \u06af\u0648\u0644\u0632 \u0644\u0648\u0688 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0645\u0631\u06a9\u0628<\/strong><\/td>\n<td>\u06c1\u0631 \u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646 \u06a9\u06cc \u0642\u0633\u0645 \u06a9\u0627 % \u062d\u0635\u06c1<\/td>\n<td>P95 \u0641\u06cc \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2\u060c \u0633\u0679\u0627\u067e \u0641\u06cc\u0646\u0644<\/td>\n<td>\u0648\u0632\u0646\u06cc \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0627 \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06c1<\/td>\n<\/tr>\n<tr>\n<td><strong>\u06c1\u0645 \u0622\u06c1\u0646\u06af\u06cc<\/strong><\/td>\n<td>(\u06af\u06be\u0646\u0679\u06c1 \u06a9\u06d2 \u0633\u06cc\u0634\u0646 \u00d7 \u0627\u0648\u0633\u0637 \u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 \u0633\u06cc\u06a9\u0646\u0688) \/ 3600<\/td>\n<td>\u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1\u060c \u0635\u0641\u062d\u0627\u062a\/\u0633\u06cc\u0634\u0646<\/td>\n<td>\u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u0627\u0646\u062c\u0646 \u0645\u06cc\u06ba VUs \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646<\/strong><\/td>\n<td>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679 \u06a9\u06cc \u0627\u0644\u06af \u06af\u0646\u062a\u06cc (\u0633\u06cc\u0634\u0646)<\/td>\n<td>\u0646\u06cc\u0627 \u0628\u0645\u0642\u0627\u0628\u0644\u06c1 \u0648\u0627\u067e\u0633\u06cc \u062a\u0642\u0633\u06cc\u0645\u060c \u0628\u0627\u0624\u0646\u0633 \u0631\u06cc\u0679<\/td>\n<td>\u06a9\u0644 VU \u067e\u0648\u0644 \u06a9\u0627 \u0633\u0627\u0626\u0632<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-22-growth-factor-application\">2.2 \u062a\u0631\u0642\u06cc \u06a9\u06d2 \u0639\u0648\u0627\u0645\u0644 \u06a9\u0627 \u0627\u0637\u0644\u0627\u0642<\/h3>\n<p>\u067e\u06cc\u062f\u0627\u0648\u0627\u0631 \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06cc \u0686\u0648\u0679\u06cc \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631 \u0633\u06a9\u062a\u06cc \u06c1\u06d2\u060c \u0644\u06cc\u06a9\u0646 \u0627\u0633 \u0633\u0627\u0644 \u06a9\u06cc \u0686\u0648\u0679\u06cc \u062a\u0642\u0631\u06cc\u0628\u0627 \u06cc\u0642\u06cc\u0646\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0632\u06cc\u0627\u062f\u06c1 \u06c1\u0648\u06af\u06cc\u06d4<\/p>\n<p>\u0646\u0645\u0648 \u06a9\u0627 \u0639\u0646\u0635\u0631 \u0627\u06cc\u06a9 \u0636\u0631\u0628 \u06c1\u06d2 \u062c\u0633\u06d2 \u0622\u067e \u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06d2 \u0646\u0645\u0628\u0631\u0648\u06ba \u067e\u0631 \u0644\u0627\u06af\u0648 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u062a\u0627\u06a9\u06c1 \u06cc\u06c1 \u0637\u06d2 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u06d2 \u06a9\u06c1 \u0645\u062a\u0648\u0642\u0639 \u0646\u0645\u0648 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u062a\u0646\u0627 \u0679\u06cc\u0633\u0679 \u0644\u0648\u0688 \u06a9\u0631\u0646\u0627 \u06c1\u06d2\u060c \u0627\u0633 \u0644\u06cc\u06d2 \u0622\u067e \u062c\u0627\u0646\u0686 \u06a9\u0631 \u0631\u06c1\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u06a9\u0627 \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u06c1\u0627\u06ba \u062c\u0627 \u0631\u06c1\u0627 \u06c1\u06d2\u060c \u0646\u06c1 \u06a9\u06c1 \u0648\u06c1 \u06a9\u06c1\u0627\u06ba \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u067e\u0646\u06cc \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u06cc \u0631\u0641\u062a\u0627\u0631 \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f \u067e\u0631 \u0627\u06cc\u06a9 \u0636\u0631\u0628 \u06a9\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<ul>\n<li>\n<p><strong>1.2 \u0628\u0627\u0631:<\/strong> \u0642\u062f\u0627\u0645\u062a \u067e\u0633\u0646\u062f &#8211; \u0642\u0627\u0626\u0645 \u067e\u0644\u06cc\u0679 \u0641\u0627\u0631\u0645\u060c \u0628\u0627\u0644\u063a \u0645\u0627\u0631\u06a9\u06cc\u0679<\/p>\n<\/li>\n<li>\n<p><strong>1.3 \u0628\u0627\u0631:<\/strong> \u0627\u0639\u062a\u062f\u0627\u0644 \u067e\u0633\u0646\u062f\u2014\u062d\u0627\u0635\u0644 \u0634\u062f\u06c1 \u0641\u0639\u0627\u0644 \u0635\u0627\u0631\u0641\u06cc\u0646\u060c \u0646\u0626\u06cc \u0645\u0646\u0688\u06cc\u0627\u06ba<\/p>\n<\/li>\n<li>\n<p><strong>1.5 \u0628\u0627\u0631:<\/strong> \u062c\u0627\u0631\u062d\u0627\u0646\u06c1 &#8211; \u062d\u0627\u0644\u06cc\u06c1 \u0645\u0635\u0646\u0648\u0639\u0627\u062a \u06a9\u06cc \u0634\u0631\u0648\u0639\u0627\u062a\u060c \u0645\u0627\u0631\u06a9\u06cc\u0679\u0646\u06af \u06a9\u06cc \u0645\u06c1\u0645\u0627\u062a<\/p>\n<\/li>\n<li>\n<p><strong>2.0x:<\/strong> \u062a\u0646\u0627\u0624 \u06a9\u06cc \u062d\u062f\u06cc\u06ba &#8211; \u0628\u062f\u062a\u0631\u06cc\u0646 \u0635\u0648\u0631\u062a\u060c \u0627\u067e\u0646\u06d2 \u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u06cc \u062d\u062f\u0648\u062f \u06a9\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u0646\u0627<\/p>\n<\/li>\n<\/ul>\n<p>\u0645\u06a9\u0645\u0644 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0627 \u0641\u0627\u0631\u0645\u0648\u0644\u0627 \u06cc\u06c1 \u06c1\u06d2: \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u0679\u0627\u0631\u06af\u0679 RPS = \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 RPS \u0641\u06cc \u0645\u0646\u0679 x \u06af\u0631\u0648\u062a\u06be \u0641\u06cc\u06a9\u0679\u0631 x \u0633\u06cc\u0641\u0679\u06cc \u0628\u0641\u0631 (1.1)<\/p>\n<p>1.1 \u0633\u06cc\u0641\u0679\u06cc \u0628\u0641\u0631 \u0646\u0645\u0648 \u0627\u06cc\u0688\u062c\u0633\u0679\u0645\u0646\u0679 \u06a9\u06d2 \u06c1\u062f\u0641 \u0633\u06d2 10% \u06c1\u06cc\u0688 \u0631\u0648\u0645 \u06a9\u0627 \u0627\u0636\u0627\u0641\u06c1 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062a\u0627\u06a9\u06c1 \u0679\u0631\u06cc\u0641\u06a9 \u0645\u06cc\u06ba \u0627\u0636\u0627\u0641\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0645\u0646\u0679\u0648\u06ba \u0645\u06cc\u06ba \u062c\u0648 \u0627\u0648\u0633\u0637 \u062d\u0627\u0635\u0644 \u0646\u06c1 \u06a9\u0631 \u0633\u06a9\u06d2\u06d4<\/p>\n<h2 id=\"heading-3-step-1-identify-the-peak-day\">3. \u0645\u0631\u062d\u0644\u06c1 1 &#8211; \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646\u0648\u06ba \u06a9\u06cc \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u06cc\u06c1 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u062a\u0627\u0631\u06cc\u062e\u06cc \u0645\u062f\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0641\u06cc \u06a9\u06cc\u0644\u0646\u0688\u0631 \u062f\u0646 \u06a9\u06cc \u06a9\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u0648 \u062c\u0645\u0639 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u062a\u06be\u0631\u0648 \u067e\u0679 \u0648\u0627\u0644\u0627 \u062f\u0646 \u0686\u0648\u0679\u06cc \u06a9\u0627 \u062f\u0646 \u0628\u0646 \u062c\u0627\u062a\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u0627\u0633 \u06a9\u06d2 \u0628\u0639\u062f \u06a9\u06d2 \u062a\u0645\u0627\u0645 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0648 \u0645\u0646\u062c\u0645\u062f \u06a9\u0631 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u06cc\u0648\u0632\u0631 \u0627\u0646 \u067e\u0679: \u0634\u0631\u0648\u0639 \u0627\u0648\u0631 \u0627\u062e\u062a\u062a\u0627\u0645\u06cc \u062a\u0627\u0631\u06cc\u062e\u0648\u06ba \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u0648\u062a\u06cc \u06c1\u06d2 \u062c\u0633 \u0645\u06cc\u06ba \u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u0639\u0644\u0648\u0645 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u062f\u0648\u0627\u0631 \u0634\u0627\u0645\u0644 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0645\u062b\u0627\u0644: 15 \u0646\u0648\u0645\u0628\u0631 2025 \u0633\u06d2 15 \u062f\u0633\u0645\u0628\u0631 2025 \u062a\u06a9\u06d4<\/p>\n<h3 id=\"heading-31-new-relic-nrql\">3.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 &#8211; NRQL<\/h3>\n<p>\u0646\u06cc\u0648 \u0631\u06cc\u0644\u06a9 \u0622\u067e \u06a9\u06cc \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u06a9\u06cc \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u06a9\u0648 \u0627\u06cc\u0648\u0646\u0679 \u06a9\u06d2 \u0688\u06cc\u0679\u0627 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u0679\u0648\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0633 \u0633\u06d2 NRQL \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u060c \u0627\u06cc\u06a9 SQL \u062c\u06cc\u0633\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u06cc \u0632\u0628\u0627\u0646\u06d4<\/p>\n<p>\u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc\u06ba \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2\u060c \u067e\u0648\u0631\u06d2 \u062a\u0627\u0631\u06cc\u062e\u06cc \u062f\u0648\u0631 \u0633\u06d2 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u06cc\u06ba \u0627\u0648\u0631 \u06a9\u06cc\u0644\u0646\u0688\u0631 \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e \u06a9\u06d2 \u062d\u0633\u0627\u0628 \u0633\u06d2 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0648 \u062c\u0645\u0639 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<p>\u0646\u06cc\u0648 \u0631\u06cc\u0644\u06cc\u06a9 \u062f\u0648 \u0645\u062a\u0639\u0644\u0642\u06c1 \u0688\u06cc\u0679\u0627 \u0630\u0631\u0627\u0626\u0639 \u06a9\u0648 \u062d\u0627\u0635\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2: \u0628\u0631\u0627\u0624\u0632\u0631 \u06a9\u0627 \u0688\u06cc\u0679\u0627 (\u0635\u0641\u062d\u06c1 \u062f\u06cc\u06a9\u06be\u0646\u06d2 \u06a9\u06d2 \u0648\u0627\u0642\u0639\u0627\u062a\u060c \u0628\u0631\u0627\u0624\u0632\u0631 \u0645\u06cc\u06ba \u062d\u0642\u06cc\u0642\u06cc \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0627 \u06a9\u06cc\u0627 \u062a\u062c\u0631\u0628\u06c1 \u06c1\u0648\u062a\u0627 \u06c1\u06d2) \u0627\u0648\u0631 APM \u0688\u06cc\u0679\u0627 (\u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06d2 \u0648\u0627\u0642\u0639\u0627\u062a\u060c \u0633\u0631\u0648\u0631 \u06a9\u06cc\u0627 \u0639\u0645\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2)\u06d4<\/p>\n<p>\u0630\u06cc\u0644 \u0645\u06cc\u06ba \u062f\u0648 \u0633\u0648\u0627\u0644\u0627\u062a \u06c1\u0631 \u0627\u06cc\u06a9 \u0630\u0631\u06cc\u0639\u06c1 \u06a9\u0648 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u0633\u06d2 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u062f\u0646\u0648\u06ba \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0686\u06cc\u06a9 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u0633\u0631\u0648\u0631 \u06a9\u06d2 \u0646\u0642\u0637\u06c1 \u0646\u0638\u0631 \u0633\u06d2 \u0645\u0645\u0627\u062b\u0644 \u06c1\u0648\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2 \u0627\u0648\u0631 \u06a9\u0633\u06cc \u0628\u06be\u06cc \u062a\u0636\u0627\u062f \u06a9\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u06a9\u06d2 \u0642\u0627\u0628\u0644 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h4 id=\"heading-311-browser-pageviews-per-day\">3.1.1 \u06cc\u0648\u0645\u06cc\u06c1 \u0628\u0631\u0627\u0624\u0632\u0631 \u067e\u06cc\u062c \u0648\u06cc\u0648\u0632<\/h4>\n<pre><code class=\"language-sql\">-- Step 1a: Peak Day \u2014 Browser PageView data\n-- Run in: New Relic One > Query your data > Query Builder\n \nSELECT\n  count(*) AS total_page_views,\n  uniqueCount(session) AS unique_sessions,\n  average(duration) AS avg_load_ms,\n  percentile(duration, 95) AS p95_load_ms\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET dateOf(timestamp)\nSINCE '2025-11-15 00:00:00'\nUNTIL '2025-12-15 23:59:59'\nLIMIT 60\n-- Note: Omit ORDER BY \u2014 uniqueCount(session) prevents ORDER BY on PageView.\n-- Click the total_page_views column header in Query Builder to sort descending.\n<\/code><\/pre>\n<h4 id=\"heading-312-apm-transactions-per-day\">3.1.2 \u0631\u0648\u0632\u0627\u0646\u06c1 APM \u0644\u06cc\u0646 \u062f\u06cc\u0646<\/h4>\n<pre><code class=\"language-sql\">-- Step 1b: Peak Day \u2014 APM Transaction data (server-side \/ SPA)\n \nSELECT\n  count(*) AS apm_transactions,\n  rate(count(*), 1 minute) AS avg_rpm,\n  average(duration) AS avg_response_sec,\n  percentile(duration, 95) AS p95_response_sec,\n  filter(count(*), WHERE error IS TRUE) AS error_count\nFROM Transaction\nWHERE\n  appName=\"your-app-name\"\n  AND transactionType=\"Web\"\nFACET dateOf(timestamp)\nSINCE '2025-11-15 00:00:00'\nUNTIL '2025-12-15 23:59:59'\nLIMIT 60\n<\/code><\/pre>\n<h3 id=\"heading-32-dynatrace-usql\">3.2 Dynatrace &#8211; USQL<\/h3>\n<p>Dynatrace \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u0633\u0637\u062d \u067e\u0631 \u0627\u0633\u06cc \u0645\u0633\u0626\u0644\u06d2 \u0633\u06d2 \u0631\u062c\u0648\u0639 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u0648\u0632\u0631 \u0633\u06cc\u0634\u0646 \u06a9\u0648\u0626\u0631\u06cc \u0644\u06cc\u0646\u06af\u0648\u06cc\u062c (\u06cc\u0648 \u0627\u06cc\u0633 \u06a9\u06cc\u0648 \u0627\u06cc\u0644) \u06cc\u0648\u0632\u0631 \u0633\u06cc\u0634\u0646 \u0627\u062f\u0627\u0631\u0648\u06ba \u0633\u06d2 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4 \u06cc\u06c1\u0627\u06ba\u060c \u06c1\u0631 \u0642\u0637\u0627\u0631 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0627\u06cc\u06a9 \u0645\u06a9\u0645\u0644 \u062f\u0648\u0631\u06d2 \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u0648 \u0634\u0645\u0627\u0631 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2\u060c \u06c1\u0645 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u0627\u0648\u0631 \u06cc\u0648\u0645\u06cc\u06c1 \u0635\u0627\u0631\u0641 \u06a9\u06cc \u06a9\u0644 \u0633\u0631\u06af\u0631\u0645\u06cc\u0627\u06ba \u062c\u0645\u0639 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0646\u06cc\u0686\u06d2 \u062f\u06cc \u06af\u0626\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u06cc\u0644\u0646\u0688\u0631 \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u0648 \u06af\u0631\u0648\u067e \u06a9\u0631\u062a\u06cc \u06c1\u06d2 \u0627\u0648\u0631 \u06a9\u0627\u0645\u0648\u06ba \u06a9\u06cc \u06a9\u0644 \u062a\u0639\u062f\u0627\u062f \u06a9\u06d2 \u062d\u0633\u0627\u0628 \u0633\u06d2 \u0622\u0631\u0688\u0631 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062c\u0633 \u0645\u06cc\u06ba \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Step 1 \u2014 Dynatrace USQL: Peak day from user sessions\n \nSELECT\n  DATE(startTime)          AS calendar_day,\n  COUNT(*)                 AS session_count,\n  SUM(userActionCount)     AS total_actions,\n  AVG(duration)            AS avg_session_ms\nFROM usersession\nWHERE\n  startTime > '2025-11-15T00:00:00'\n  AND startTime < '2025-12-15T23:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY DATE(startTime)\nORDER BY total_actions DESC\n<\/code><\/pre>\n<p>\u0646\u06cc\u0686\u06d2 \u062f\u06cc\u0627 \u06af\u06cc\u0627 \u0688\u06cc\u0634 \u0628\u0648\u0631\u0688 \u0627\u0633 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0627 \u0622\u0624\u0679 \u067e\u0679 \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2 \u062c\u06cc\u0633\u0627 \u06a9\u06c1 \u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627\u0631 \u0646\u06d2 \u067e\u06cc\u0634 \u06a9\u06cc\u0627 \u06c1\u06d2\u06d4 \u0633\u0628 \u0633\u06d2 \u0627\u0648\u067e\u0631 \u0633\u0645\u0631\u06cc \u06a9\u0627\u0631\u0688 \u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e\u0648\u06ba \u0627\u0648\u0631 \u0627\u0646 \u0633\u06d2 \u0645\u062a\u0639\u0644\u0642\u06c1 \u06c1\u06cc\u0688 \u0644\u0627\u0626\u0646 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u06a9\u06cc \u0646\u0634\u0627\u0646\u062f\u06c1\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u06cc\u06a9 \u0628\u0627\u0631 \u0686\u0627\u0631\u0679 \u067e\u0648\u0631\u06d2 30 \u062f\u0646 \u06a9\u06cc \u0648\u0646\u0688\u0648 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627 \u062d\u062c\u0645 \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2 \u062c\u0633 \u0645\u06cc\u06ba \u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e\u0648\u06ba \u06a9\u0648 \u0646\u0645\u0627\u06cc\u0627\u06ba \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2\u060c \u0627\u0648\u0631 \u0627\u06cc\u06a9 \u0679\u06cc\u0628\u0644 \u0627\u0648\u067e\u0631 \u067e\u0627\u0646\u0686 \u062f\u0646\u0648\u06ba \u06a9\u06cc \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062a\u0627\u06a9\u06c1 \u0622\u067e \u062f\u06cc\u06a9\u06be \u0633\u06a9\u06cc\u06ba \u06a9\u06c1 \u0622\u0633 \u067e\u0627\u0633 \u06a9\u06d2 \u062f\u0646\u0648\u06ba \u06a9\u06d2 \u0645\u0642\u0627\u0628\u0644\u06d2 \u0686\u0648\u0679\u06cc \u06a9\u062a\u0646\u06cc \u0635\u0627\u0641 \u06c1\u06d2\u06d4<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/07\/1785215803_755_\u0686\u0648\u0679\u06cc-\u06a9\u06cc-\u062a\u06cc\u0627\u0631\u06cc-\u06a9\u06d2-\u0644\u06cc\u06d2-\u06a9\u0627\u0645-\u06a9\u0627-\u062e\u0648\u062f\u06a9\u0627\u0631-\u0645\u0627\u0688\u0644-\u06a9\u06cc\u0633\u06d2.png\" alt=\"28 \u0646\u0648\u0645\u0628\u0631 2025 \u06a9\u0648 152,840 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u0627\u0648\u0631 28,410 \u0645\u0646\u0641\u0631\u062f \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0686\u0648\u0679\u06cc \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0627 \u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627\u0631 \u0622\u0624\u0679 \u067e\u0679\u06d4 \u0628\u0627\u0631 \u0686\u0627\u0631\u0679 30 \u062f\u0646 \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2\u060c 28 \u0646\u0648\u0645\u0628\u0631 153K \u067e\u0631 \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0628\u0627\u0631 \u06c1\u06d2\u06d4 \u062c\u062f\u0648\u0644 \u062c\u0648\u0627\u0628\u06cc \u0648\u0642\u062a \u0627\u0648\u0631 \u062a\u0627\u062e\u06cc\u0631 \u06a9\u06cc \u067e\u06cc\u0645\u0627\u0626\u0634 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06d2 \u062d\u062c\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u0633\u0631\u0641\u06c1\u0631\u0633\u062a \u067e\u0627\u0646\u0686 \u062f\u0646\u0648\u06ba \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4\" style=\"display:block;margin:0 auto\" width=\"926\" height=\"412\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-4-step-2-drill-into-the-peak-hour\">4. \u0645\u0631\u062d\u0644\u06c1 2 \u2013 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1<\/h2>\n<p>\u06cc\u06c1 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u060c \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646\u0648\u06ba \u062a\u06a9 \u062f\u0627\u0626\u0631\u06c1 \u06a9\u0627\u0631\u060c \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u0648 \u06af\u06be\u0646\u0679\u06c1 \u06a9\u06d2 \u0648\u0642\u0641\u0648\u06ba \u0645\u06cc\u06ba \u0688\u0627\u0644 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u06c1\u0648\u06ba \u06af\u06d2 \u0627\u0648\u0631 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u06cc \u0645\u062f\u062a \u0645\u0642\u0631\u0631 \u06a9\u0631\u06cc\u06ba \u06af\u06d2\u06d4<\/p>\n<h3 id=\"heading-41-new-relic-nrql\">4.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 - NRQL<\/h3>\n<p>\u0627\u0628 \u062c\u0628 \u06a9\u06c1 \u0622\u067e \u0627\u067e\u0646\u06d2 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u062f\u0646\u0648\u06ba \u06a9\u0648 \u062c\u0627\u0646\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u06cc\u06c1 \u0645\u0631\u062d\u0644\u06c1 \u0627\u0633\u06d2 \u0622\u067e \u06a9\u06d2 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u062a\u06a9 \u0645\u062d\u062f\u0648\u062f \u06a9\u0631 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 NRQL \u06a9\u06d2 TIMESERIES \u0641\u0646\u06a9\u0634\u0646 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062a\u0627\u06a9\u06c1 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646\u0648\u06ba \u0645\u06cc\u06ba \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u0648 \u06af\u06be\u0646\u0679\u06c1 \u06a9\u06d2 \u0648\u0642\u0641\u0648\u06ba \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u06d2\u060c \u062a\u0627\u06a9\u06c1 \u0622\u067e \u062f\u06cc\u06a9\u06be \u0633\u06a9\u06cc\u06ba \u06a9\u06c1 \u062f\u0646 \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0628\u0648\u062c\u06be \u06a9\u06cc\u0633\u06d2 \u0628\u0691\u06be\u062a\u0627 \u0627\u0648\u0631 \u06a9\u0645 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u067e\u06c1\u0644\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0633\u0631\u0648\u0631 \u0633\u0627\u0626\u06cc\u0688 \u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646\u0644 \u0688\u06cc\u0679\u0627 \u067e\u0631 \u06a9\u0627\u0645 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062c\u0628 \u06a9\u06c1 \u062f\u0648\u0633\u0631\u06cc \u0628\u0631\u0627\u0624\u0632\u0631 \u0627\u0646\u0679\u0631\u0627\u06cc\u06a9\u0634\u0646 \u0627\u06cc\u0648\u0646\u0679 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062c\u0648 \u06a9\u06c1 \u0633\u0646\u06af\u0644 \u067e\u06cc\u062c \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u0632 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06c1\u0645 \u06c1\u06d2 \u062c\u06c1\u0627\u06ba \u0632\u06cc\u0627\u062f\u06c1 \u062a\u0631 \u0635\u0627\u0631\u0641 \u06a9\u06cc \u0633\u0631\u06af\u0631\u0645\u06cc \u067e\u0648\u0631\u06d2 \u0635\u0641\u062d\u06d2 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0628\u063a\u06cc\u0631 \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 2a: Peak Hour \u2014 server-side transaction volume\nSELECT\n  count(*) AS requests_per_hour,\n  rate(count(*), 1 minute) AS avg_rpm_within_hour,\n  average(duration) AS avg_response_sec,\n  percentile(duration, 50, 95, 99) AS latency_pct\nFROM Transaction\nWHERE\n  appName=\"your-app-name\"\n  AND transactionType=\"Web\"\nTIMESERIES 1 hour\nSINCE '2025-11-28 00:00:00'\nUNTIL '2025-11-28 23:59:59'\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 2b: For SPA applications \u2014 BrowserInteraction is the key event type\n \nSELECT\n  count(*) AS interactions,\n  uniqueCount(session) AS concurrent_sessions,\n  average(duration) AS avg_interaction_ms,\n  filter(count(*), WHERE category = 'Route change') AS navigations\nFROM BrowserInteraction\nWHERE appName=\"your-app-name\"\nTIMESERIES 1 hour\nSINCE '2025-11-28 00:00:00'\nUNTIL '2025-11-28 23:59:59'\n<\/code><\/pre>\n<h3 id=\"heading-42-dynatrace-usql\">4.2 Dynatrace - USQL<\/h3>\n<p>Dynatrace \u0645\u0633\u0627\u0648\u06cc \u0628\u0627\u0644\u0679\u06cc \u0633\u06cc\u0634\u0646 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u062f\u0646\u0648\u06ba \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 \u06a9\u06d2 \u0633\u0644\u0627\u0679 \u0645\u06cc\u06ba \u0633\u06cc\u0634\u0646 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u0635\u0627\u0631\u0641 \u06a9\u06cc \u06a9\u0644 \u0633\u0631\u06af\u0631\u0645\u06cc \u06a9\u06d2 \u0645\u0637\u0627\u0628\u0642 \u0627\u0646\u06c1\u06cc\u06ba \u0622\u0631\u0688\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0686\u0648\u0646\u06a9\u06c1 USQL \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u0633\u0637\u062d \u067e\u0631 \u06a9\u0627\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u06cc\u06c1 \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u06af\u0646\u062a\u06cc \u0627\u0648\u0631 P95 \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 \u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 \u0628\u06be\u06cc \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0648 \u0627\u0633 \u0628\u0627\u062a \u06a9\u0648 \u06cc\u0642\u06cc\u0646\u06cc \u0628\u0646\u0627\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u062d\u062c\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0648\u0642\u062a \u0628\u06be\u06cc \u0648\u06c1\u06cc \u06c1\u06d2 \u062c\u0648 \u0635\u0627\u0631\u0641 \u06a9\u06cc \u0645\u0635\u0631\u0648\u0641\u06cc\u062a \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u0636\u0631\u0648\u0631\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Step 2 --- Dynatrace USQL: Peak Hour from user sessions\n\nSELECT\n  DATETIME(startTime, 'HH:00', 'yyyy-MM-dd HH:mm') AS peak_hour,\n  COUNT(*) AS session_count,\n  SUM(userActionCount) AS total_actions,\n  AVG(duration) AS avg_session_ms,\n  PERCENTILE(duration, 95) AS p95_session_ms\nFROM usersession\nWHERE\n  startTime > '2025-11-28T00:00:00'\n  AND startTime < '2025-11-28T23:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY DATETIME(startTime, 'HH:00', 'yyyy-MM-dd HH:mm')\nORDER BY total_actions DESC\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/07\/1785215803_656_\u0686\u0648\u0679\u06cc-\u06a9\u06cc-\u062a\u06cc\u0627\u0631\u06cc-\u06a9\u06d2-\u0644\u06cc\u06d2-\u06a9\u0627\u0645-\u06a9\u0627-\u062e\u0648\u062f\u06a9\u0627\u0631-\u0645\u0627\u0688\u0644-\u06a9\u06cc\u0633\u06d2.png\" alt=\"\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0627 \u0622\u0624\u0679 \u067e\u0679 29,640 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba\u060c 4,280 \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646\u0632\u060c \u0627\u0648\u0631 820 ms P95 \u0644\u06cc\u0679\u0646\u0633\u06cc \u06a9\u06d2 \u0633\u0627\u062a\u06be 11:00 \u0633\u06d2 12:00 \u062a\u06a9 \u06a9\u06d2 \u0648\u0642\u062a \u06a9\u06cc \u0646\u0634\u0627\u0646\u062f\u06c1\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0628\u0627\u0631 \u0686\u0627\u0631\u0679 24 \u06af\u06be\u0646\u0679\u06d2 \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06cc \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c 11:00 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0628\u0627\u0631 29,640 \u06c1\u06d2\u06d4 \u062c\u062f\u0648\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06d2 \u062d\u062c\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u06d2 \u0633\u0628 \u0633\u06d2 \u0627\u0648\u067e\u0631 \u067e\u0627\u0646\u0686 \u06af\u06be\u0646\u0679\u0648\u06ba \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u060c \u0628\u0634\u0645\u0648\u0644 \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646\u0632 \u0627\u0648\u0631 P50\u060c P95\u060c \u0627\u0648\u0631 P99 \u0644\u06cc\u0679\u06cc\u0646\u0633\u06cc \u0645\u06cc\u0679\u0631\u06a9\u0633\u06d4\" style=\"display:block;margin:0 auto\" width=\"975\" height=\"394\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-5-step-3-analyze-the-peak-minute\">5. \u0645\u0631\u062d\u0644\u06c1 3 - \u0686\u0648\u0679\u06cc \u0645\u0646\u0679 \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1<\/h2>\n<p>\u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u0648 \u0686\u0648\u0679\u06cc \u0645\u0646\u0679\u0648\u06ba \u06a9\u0648 \u06c1\u06cc\u0646\u0688\u0644 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2\u060c \u062c\u0648 \u06a9\u06c1 \u0627\u06cc\u06a9 \u0628\u062f\u062a\u0631\u06cc\u0646 \u06a9\u06cc\u0633 60 \u0633\u06cc\u06a9\u0646\u0688 \u06a9\u06cc \u0648\u0646\u0688\u0648 \u06c1\u06d2\u06d4 \u06cc\u06c1 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 RPS \u06c1\u062f\u0641 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p><strong>\u0633\u0631\u06a9\u0627\u0631\u06cc:<\/strong> \u06c1\u062f\u0641 RPS = \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0648\u0642\u062a \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba \/ 60<\/p>\n<h3 id=\"heading-51-new-relic-nrql\">5.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 - NRQL<\/h3>\n<p>\u0686\u0648\u0646\u06a9\u06c1 \u0646\u06cc\u0648 \u0631\u06cc\u0644\u06cc\u06a9 \u0645\u06cc\u06ba 60 \u0633\u06cc\u06a9\u0646\u0688 \u06a9\u06cc \u0628\u0627\u0644\u0679\u06cc \u06a9\u06cc \u0688\u06cc\u0641\u0627\u0644\u0679 \u062e\u0635\u0648\u0635\u06cc\u062a \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u060c \u0627\u0633 \u0644\u06cc\u06d2 \u06c1\u0645 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u0645\u06cc\u06ba TIMESERIES 1 \u0645\u0646\u0679 \u06a9\u0627 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u06cc\u06c1 \u0627\u0633 \u06af\u06be\u0646\u0679\u06d2 \u06a9\u06d2 \u06c1\u0631 \u0627\u06cc\u06a9 \u0645\u0646\u0679 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0648\u0627\u067e\u0633 \u06a9\u0631 \u062f\u06d2 \u06af\u0627\u060c \u062c\u0633 \u0645\u06cc\u06ba \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0686\u0648\u0679\u06cc \u06a9\u0627 \u0648\u0642\u062a \u06c1\u0648\u06af\u0627\u06d4 \u0627\u0633 \u0646\u0645\u0628\u0631 \u06a9\u0648 60 \u0633\u06d2 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u06d2 \u0644\u06cc\u06d2 \u0628\u0646\u06cc\u0627\u062f\u06cc RPS \u06c1\u062f\u0641 \u0645\u0644\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 3a: Drill to Peak Minute within the peak hour\n-- Replace 11:00:00 \/ 11:59:59 with your actual peak hour\n\nSELECT\n  count(*) AS requests_per_minute,\n  uniqueCount(session) AS active_sessions_per_min,\n  rate(count(*), 1 second) AS rps,\n  percentile(duration, 95) AS p95_latency\nFROM Transaction\nWHERE\n  appName=\"your-app-name\"\n  AND transactionType=\"Web\"\nTIMESERIES 1 minute\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 3b: Get the max 1-minute request count\n-- peak_rps is your load test baseline target (before growth multiplier)\n\nSELECT\n  max(count(*)) AS peak_minute_requests,\n  max(rate(count(*), 1 second)) AS peak_rps\nFROM Transaction\nWHERE\n  appName=\"your-app-name\"\n  AND transactionType=\"Web\"\nTIMESERIES 1 minute\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<p><strong>\u0641\u06cc\u0632 3 \u06a9\u06d2 \u06a9\u0644\u06cc\u062f\u06cc \u0646\u062a\u0627\u0626\u062c:<\/strong> \u0627\u0628 \u0622\u067e \u06a9\u06d2 \u067e\u0627\u0633 \u0686\u0648\u0679\u06cc \u06a9\u0627 RPS \u06af\u0648\u0644 \u06c1\u06d2\u06d4 \u0645\u062b\u0627\u0644: \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0641\u06cc \u0645\u0646\u0679 = 4,800 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba\u060c \u0627\u0633 \u0644\u06cc\u06d2 \u0628\u06cc\u0633 \u0644\u0627\u0626\u0646 = 80 RPS\u06d4 1.3x \u0646\u0645\u0648 \u0627\u0648\u0631 1.1x \u062d\u0641\u0627\u0638\u062a\u06cc \u0628\u0641\u0631 \u06a9\u06d2 \u0633\u0627\u062a\u06be: 80 \u00d7 1.3 \u00d7 1.1 = <strong>114 RPS \u06a9\u06cc \u062d\u062f<\/strong> \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u06d2 \u0644\u06cc\u06d2\u06d4<\/p>\n<h3 id=\"heading-52-dynatrace-usql\">5.2 Dynatrace - USQL<\/h3>\n<p>Dynatrace \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u0648 \u0645\u0646\u0679 \u06a9\u06cc \u0628\u0627\u0644\u0679\u06cc\u0648\u06ba \u0645\u06cc\u06ba \u06af\u0631\u0648\u067e \u06a9\u0631\u06a9\u06d2 \u0627\u0648\u0631 \u0627\u0646\u06c1\u06cc\u06ba \u062d\u062c\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062a\u0631\u062a\u06cc\u0628 \u062f\u06d2 \u06a9\u0631 \u0627\u06cc\u06a9 \u06c1\u06cc \u0646\u062a\u06cc\u062c\u06c1 \u062a\u06a9 \u067e\u06c1\u0646\u0686\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u0635\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0627\u0648\u0642\u0627\u062a \u0633\u0628 \u0633\u06d2 \u0627\u0648\u067e\u0631 \u062f\u06a9\u06be\u0627\u0626\u06d2 \u062c\u0627\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 USQL \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u0633\u0637\u062d \u067e\u0631 \u06a9\u0627\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0633 \u0644\u06cc\u06d2 \u0634\u0645\u0627\u0631 \u0627\u0633 \u0645\u0646\u0679 \u0645\u06cc\u06ba \u0634\u0631\u0648\u0639 \u06c1\u0648\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u0639\u06a9\u0627\u0633\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0648 \u067e\u06be\u0631 \u0627\u0633\u06cc \u0637\u0631\u062d RPS \u0627\u06c1\u062f\u0627\u0641 \u0645\u06cc\u06ba \u062a\u0628\u062f\u06cc\u0644 \u06c1\u0648 \u062c\u0627\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 3a: Peak Minute: session counts per minute within peak hour\n-- Buckets sessions into 1-minute slots --- highest bucket = peak minute\n\nSELECT\n  DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm') AS peak_minute,\n  COUNT(*) AS session_count,\n  SUM(userActionCount) AS total_actions,\n  AVG(duration) AS avg_session_ms,\n  PERCENTILE(duration, 95) AS p95_session_ms\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm')\nORDER BY session_count DESC\n\n-- The top row = your peak minute.\n-- session_count is not request count --- see Step 3b below for RPS derivation.\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 3b: Derive RPS from concurrent users in peak minute\n--\n-- USQL works at session level, not request level.\n-- RPS is derived using the concurrent user formula applied per minute:\n--   Concurrent Users = (sessions_in_minute x avg_duration_sec) \/ 60\n--   RPS estimate = concurrent_users \/ avg_response_time_sec\n--\n-- For accurate request-level RPS use Dynatrace Service metrics in the UI:\n--   Observe > Services > [your service] > Metrics > Request count, 1m resolution\n\nSELECT\n  DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm') AS peak_minute,\n  COUNT(*) AS session_count,\n  AVG(duration) \/ 1000 AS avg_duration_sec,\n  (COUNT(*) * (AVG(duration) \/ 1000)) \/ 60 AS concurrent_users_in_minute,\n  COUNT(*) \/ 60 AS sessions_per_second\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm')\nORDER BY session_count DESC\nLIMIT 1\n\n-- LIMIT 1 returns only the peak minute row.\n-- concurrent_users_in_minute is your VU count for that 60-second window.\n-- sessions_per_second is a session arrival rate (not HTTP RPS).\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/umang.pk\/wp-content\/uploads\/2026\/07\/1785215803_931_\u0686\u0648\u0679\u06cc-\u06a9\u06cc-\u062a\u06cc\u0627\u0631\u06cc-\u06a9\u06d2-\u0644\u06cc\u06d2-\u06a9\u0627\u0645-\u06a9\u0627-\u062e\u0648\u062f\u06a9\u0627\u0631-\u0645\u0627\u0688\u0644-\u06a9\u06cc\u0633\u06d2.png\" alt=\"\u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0627\u06cc\u0646\u0627\u0644\u0627\u0626\u0632\u0631 \u0622\u0624\u0679 \u067e\u0679 4,920 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06d2 \u0633\u0627\u062a\u06be 11:23 \u06a9\u0648 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0645\u0646\u0679 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0633 \u0645\u06cc\u06ba 82 RPS \u06a9\u06cc \u0628\u06cc\u0633 \u0644\u0627\u0626\u0646\u060c 107 RPS \u0627\u0646\u06a9\u0631\u06cc\u0645\u0646\u0679\u0644 \u0627\u0633\u06a9\u06cc\u0644\u0646\u06af \u06a9\u0627 \u06c1\u062f\u0641\u060c \u0627\u0648\u0631 114 RPS \u062d\u0641\u0627\u0638\u062a\u06cc \u06c1\u062f\u0641 \u0645\u0644\u062a\u0627 \u06c1\u06d2\u06d4 \u0628\u0627\u0631 \u0686\u0627\u0631\u0679 60 \u0645\u0646\u0679 \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc\u06ba \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0633 \u0645\u06cc\u06ba 11:23 \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0628\u0627\u0631 \u06c1\u06d2\u06d4 \u062a\u0641\u0635\u06cc\u0644 \u062e\u0627\u0646\u06c1 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633 \u0627\u062e\u0630 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 4,920 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u0648 60 \u0633\u06d2 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u0646\u06d2 \u067e\u0631 82 \u06a9\u0627 \u0628\u0646\u06cc\u0627\u062f\u06cc RPS \u06c1\u06d2\u060c \u0627\u0648\u0631 1.3x \u0627\u0636\u0627\u0641\u06c1 \u06a9\u06d2 \u0639\u0644\u0627\u0648\u06c1 1.1x \u062d\u0641\u0627\u0638\u062a\u06cc \u0628\u0641\u0631 114 RPS \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u06cc \u0627\u0648\u067e\u0631\u06cc \u062d\u062f \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4 \u062c\u062f\u0648\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u06d2 \u0633\u0628 \u0633\u06d2 \u0627\u0648\u067e\u0631 \u06a9\u06d2 \u067e\u0627\u0646\u0686 \u0645\u0646\u0679 \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4\" style=\"display:block;margin:0 auto\" width=\"975\" height=\"371\" loading=\"lazy\" title=\"\"><\/p>\n<h2 id=\"heading-6-step-4-build-the-scenario-mix\">6. \u0645\u0631\u062d\u0644\u06c1 4 - \u0639\u0645\u0627\u0631\u062a \u06a9\u0627 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 \u0645\u06a9\u0633<\/h2>\n<p>\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0627\u0635\u0644 URL \u0627\u0648\u0631 \u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0633\u06d2 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u06cc\u06ba\u06d4 \u06cc\u06c1 \u0627\u0646\u062f\u0627\u0632\u0648\u06ba \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u062b\u0628\u0648\u062a \u067e\u0631 \u0645\u0628\u0646\u06cc \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 \u06a9\u0627 \u0648\u0632\u0646 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<h3 id=\"heading-61-new-relic-nrql\">6.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 \u2013 NRQL<\/h3>\n<p>\u06cc\u06c1 \u0645\u0631\u062d\u0644\u06c1 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0635\u0627\u0631\u0641\u06cc\u0646 \u0646\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0627\u0635\u0644 \u0645\u06cc\u06ba \u06a9\u06cc\u0627 \u06a9\u06cc\u0627\u060c \u0644\u06c1\u0630\u0627 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0648\u0632\u0646 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0627\u0635\u0644 \u0679\u0631\u06cc\u0641\u06a9 \u0633\u06d2 \u0622\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0646\u06cc\u0648 \u0631\u06cc\u0644\u06a9 \u0627\u0633 \u067e\u0631 \u062a\u06cc\u0646 \u0632\u0627\u0648\u06cc\u06d2 \u067e\u06cc\u0634 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u067e\u06c1\u0644\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u0648 \u062d\u062c\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0633 \u0633\u06d2 \u0638\u0627\u06c1\u0631 \u06c1\u0648\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0633\u0631\u0648\u0631 \u06a9\u06cc \u0637\u0631\u0641 \u0633\u06d2 \u06a9\u0648\u0646 \u0633\u06d2 \u0622\u067e\u0631\u06cc\u0634\u0646\u0632 \u063a\u0627\u0644\u0628 \u06c1\u06cc\u06ba\u06d4 \u062f\u0648\u0633\u0631\u0627 \u0627\u0646 URLs \u06a9\u06cc \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06c1\u06d2 \u062c\u0646\u06c1\u06cc\u06ba \u0635\u0627\u0631\u0641 \u0646\u06d2 \u0627\u0635\u0644 \u0645\u06cc\u06ba \u0645\u0644\u0627\u062d\u0638\u06c1 \u06a9\u06cc\u0627\u060c \u06cc\u0639\u0646\u06cc \u0628\u0631\u0627\u0624\u0632\u0631 \u0633\u0627\u0626\u06cc\u0688 \u0648\u06cc\u0648\u06d4 \u062a\u06cc\u0633\u0631\u0627\u060c \u06cc\u06c1 \u062f\u06a9\u06be\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0641\u0646\u0644 \u0686\u0644\u0627\u0626\u06cc\u06ba \u06a9\u06c1 \u0633\u06cc\u0634\u0646 \u06a9\u0633 \u0637\u0631\u062d \u0627\u06c1\u0645 \u0645\u0631\u0627\u062d\u0644 \u0633\u06d2 \u06af\u0632\u0631\u06d2 \u0627\u0648\u0631 \u0648\u06c1 \u06a9\u06c1\u0627\u06ba \u0631\u06a9\u06d2\u06d4 \u0627\u06cc\u06a9 \u0633\u0627\u062a\u06be\u060c \u0648\u06c1 \u0622\u067e \u06a9\u0648 \u06cc\u06c1 \u062c\u0627\u0646\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u06a9\u06cc \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u0645\u06cc\u06ba \u06a9\u0646 \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u0648\u06ba \u06a9\u0648 \u0634\u0627\u0645\u0644 \u06a9\u0631\u0646\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u06c1\u0631 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0648 \u06a9\u062a\u0646\u0627 \u0648\u0632\u0646 \u062f\u06cc\u0646\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 4a: Scenario mix --- APM transaction distribution\n\nSELECT\n  count(*) AS hit_count,\n  percentage(count(*), WHERE name IS NOT NULL) AS pct_of_total,\n  average(duration) AS avg_ms,\n  percentile(duration, 95) AS p95_ms\nFROM Transaction\nWHERE\n  appName=\"your-app-name\"\n  AND transactionType=\"Web\"\nFACET name\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\nLIMIT 20\nORDER BY hit_count DESC\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 4b: Browser perspective --- top routes visited by users\n\nSELECT\n  count(*) AS views,\n  uniqueCount(session) AS unique_sessions,\n  average(duration) AS avg_load_ms\nFROM PageView\nWHERE\n  appName=\"your-app-name\"\n  AND pageUrl NOT LIKE '%\/static\/%'\n  AND pageUrl NOT LIKE '%\/api\/%'\nFACET pageUrl\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\nLIMIT 20\n\n-- Note: ORDER BY views DESC omitted --- uniqueCount(session) prevents it.\n-- Click the views column header in Query Builder to sort descending.\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 4c: Funnel analysis --- user journey drop-off at each stage\n\nSELECT\n  funnel(session,\n    WHERE pageUrl LIKE '%\/' AS 'Homepage',\n    WHERE pageUrl LIKE '%\/category\/%' AS 'Category Browse',\n    WHERE pageUrl LIKE '%\/search%' AS 'Search',\n    WHERE pageUrl LIKE '%\/product\/%' AS 'Product Detail',\n    WHERE pageUrl LIKE '%\/cart%' AS 'Cart',\n    WHERE pageUrl LIKE '%\/checkout%' AS 'Checkout',\n    WHERE pageUrl LIKE '%\/confirmation%' AS 'Order Confirm'\n  ) AS checkout_funnel\nFROM PageView\nWHERE appName=\"your-app-name\"\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<h3 id=\"heading-62-dynatrace-usql\">6.2 Dynatrace - USQL<\/h3>\n<p>Dynatrace \u0648\u0631\u0698\u0646 \u0635\u0641\u062d\u06c1 \u06cc\u0648 \u0622\u0631 \u0627\u06cc\u0644 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0627\u0639\u0645\u0627\u0644 \u0633\u06d2 \u0627\u0633 \u06a9\u0627 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 \u0645\u0644\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u0645\u06cc\u06ba \u0633\u0631\u06af\u0631\u0645\u06cc\u0627\u06ba \u06a9\u0627\u0645 \u06a9\u06d2 \u0646\u0627\u0645 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u06af\u0631\u0648\u067e \u06a9\u06cc \u062c\u0627\u062a\u06cc \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u062a\u0639\u062f\u062f \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u06cc \u062c\u0627\u062a\u06cc \u06c1\u06cc\u06ba\u060c \u0644\u06c1\u0630\u0627 \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0639\u0627\u0645 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u06a9\u0627\u0645 \u0633\u0628 \u0633\u06d2 \u0627\u0648\u067e\u0631 \u0638\u0627\u06c1\u0631 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u06cc\u06c1 \u062a\u0639\u062f\u062f \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0648\u0632\u0646 \u0628\u0646 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u060c \u062c\u06cc\u0633\u0627 \u06a9\u06c1 \u0646\u06cc\u0648 \u0631\u06cc\u0644\u06cc\u06a9 \u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646 \u0627\u0648\u0631 \u06cc\u0648 \u0622\u0631 \u0627\u06cc\u0644 \u06a9\u0627 \u0634\u0645\u0627\u0631 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Top user action names during peak hour --- Dynatrace USQL\n\nSELECT\n  userActionName,\n  COUNT(*) AS action_count,\n  AVG(duration) AS avg_duration_ms,\n  PERCENTILE(duration, 95) AS p95_ms\nFROM useraction\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY userActionName\nORDER BY action_count DESC\nLIMIT 20\n<\/code><\/pre>\n<h3 id=\"heading-63-sample-scenario-mix-output\">6.3 \u0646\u0645\u0648\u0646\u06c1 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 \u0645\u06a9\u0633 \u0622\u0624\u0679 \u067e\u0679<\/h3>\n<p>\u062c\u0628 \u0645\u0646\u062f\u0631\u062c\u06c1 \u0628\u0627\u0644\u0627 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0648 \u06cc\u06a9\u062c\u0627 \u06a9\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u060c \u0645\u06a9\u0645\u0644 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0645\u062c\u0645\u0648\u0639\u06c1 \u0627\u0633 \u0637\u0631\u062d \u06c1\u0648\u062a\u0627 \u06c1\u06d2: \u06c1\u0631 \u0642\u0637\u0627\u0631 \u0635\u0627\u0631\u0641 \u06a9\u0627 \u0628\u06c1\u0627\u0624 \u06c1\u06d2 \u062c\u0633 \u0645\u06cc\u06ba \u06a9\u0644 \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u0627 \u062d\u0635\u06c1 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0633 \u06a9\u06d2 \u0646\u062a\u06cc\u062c\u06d2 \u0645\u06cc\u06ba RPS \u06c1\u062f\u0641\u060c \u0627\u0648\u0633\u0637\u060c \u0627\u0648\u0631 P95 \u062c\u0648\u0627\u0628\u06cc \u0648\u0642\u062a \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u06c1 \u0641\u06cc\u0635\u062f \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u0645\u06cc\u06ba \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0648\u0632\u0646 \u0628\u0646 \u062c\u0627\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0627\u0648\u0631 RPS \u06a9\u0627\u0644\u0645 \u0622\u067e \u06a9\u0648 \u0628\u062a\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06c1\u0631 \u0641\u06cc\u0635\u062f \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u06a9\u062a\u0646\u0627 \u0628\u0648\u062c\u06be \u0645\u0646\u062a\u0642\u0644 \u06a9\u0631\u0646\u0627 \u06c1\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06c1\/\u0635\u0627\u0631\u0641 \u06a9\u0627 \u0628\u06c1\u0627\u0624<\/th>\n<th>\u06c1\u0679 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f<\/th>\n<th>% \u0644\u0648\u0688<\/th>\n<th>\u06c1\u062f\u0641 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/th>\n<th>\u0627\u0648\u0633\u0637 (\u0645\u0644\u06cc \u0633\u06cc\u06a9\u0646\u0688\u0632)<\/th>\n<th>P95 SLAs<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u06c1\u0648\u0645 \u067e\u06cc\u062c \u2192 \u0632\u0645\u0631\u06c1 \u062c\u0627\u062a \u06a9\u0648 \u0628\u0631\u0627\u0624\u0632 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>42,840<\/td>\n<td>28%<\/td>\n<td>23.0<\/td>\n<td>320<\/td>\n<td><800ms<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba \u2192 \u0645\u0635\u0646\u0648\u0639\u0627\u062a \u06a9\u06cc \u0641\u06c1\u0631\u0633\u062a<\/td>\n<td>35,200<\/td>\n<td>23%<\/td>\n<td>18.9<\/td>\n<td>450<\/td>\n<td>< 1,200 ms<\/td>\n<\/tr>\n<tr>\n<td>\u067e\u0631\u0648\u0688\u06a9\u0679 \u06a9\u06cc \u062a\u0641\u0635\u06cc\u0644\u0627\u062a \u06a9\u0627 \u0635\u0641\u062d\u06c1 (PDP)<\/td>\n<td>29,600<\/td>\n<td>19%<\/td>\n<td>15.6<\/td>\n<td>280<\/td>\n<td><700ms<\/td>\n<\/tr>\n<tr>\n<td>\u0679\u0648\u06a9\u0631\u06cc \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>18,400<\/td>\n<td>12%<\/td>\n<td>9.8<\/td>\n<td>190<\/td>\n<td><500ms<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0631\u06cc\u062f\u0627\u0631\u06cc \u06a9\u06cc \u0679\u0648\u06a9\u0631\u06cc \u2192 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>12,800<\/td>\n<td>8%<\/td>\n<td>6.6<\/td>\n<td>520<\/td>\n<td>< 1,500 ms<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u2192 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc<\/td>\n<td>8,760<\/td>\n<td>6%<\/td>\n<td>4.9<\/td>\n<td>1,200<\/td>\n<td><3,500 ms<\/td>\n<\/tr>\n<tr>\n<td>\u0622\u0631\u0688\u0631 \u06a9\u06cc \u062a\u0635\u062f\u06cc\u0642<\/td>\n<td>4,980<\/td>\n<td>4%<\/td>\n<td>3.3<\/td>\n<td>240<\/td>\n<td><600ms<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"heading-7-step-5-concurrent-users\">7. \u0645\u0631\u062d\u0644\u06c1 5 \u2013 \u06c1\u0645 \u0648\u0642\u062a \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2<\/h2>\n<p>\u06a9\u0646\u06a9\u0631\u0646\u0679 \u06cc\u0648\u0632\u0631\u0632 \u0627\u06cc\u06a9 \u0645\u062e\u0635\u0648\u0635 \u0679\u0627\u0626\u0645 \u0648\u0646\u0688\u0648 \u06a9\u06d2 \u0627\u0646\u062f\u0631 \u0633\u0633\u0679\u0645 \u067e\u0631 \u0641\u0639\u0627\u0644 \u0637\u0648\u0631 \u067e\u0631 \u0645\u0648\u062c\u0648\u062f \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06c1\u06cc\u06ba\u06d4 \u0633\u06cc\u0634\u0646 \u0644\u06cc\u0648\u0644 \u0688\u06cc\u0679\u0627 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0627\u0645 \u06a9\u0631\u062a\u06d2 \u0648\u0642\u062a\u060c \u0646\u06cc\u0648 \u0631\u06cc\u0644\u06a9 \u0628\u0631\u0627\u0624\u0632\u0631 \u06cc\u0627 \u0688\u0627\u0626\u0646\u0679\u0631\u06cc\u0633 RUM \u06a9\u0627 \u0633\u0628 \u0633\u06d2 \u0645\u0633\u062a\u0646\u062f \u0630\u0631\u06cc\u0639\u06c1\u060c \u062f\u0631\u0633\u062a \u0641\u0627\u0631\u0645\u0648\u0644\u0627 \u06cc\u06c1 \u06c1\u06d2:<\/p>\n<p><strong>\u06a9\u0646\u06a9\u0631\u0646\u0679 \u0635\u0627\u0631\u0641\u06cc\u0646 = (\u06af\u06be\u0646\u0679\u06c1 \u0648\u0627\u0631 \u0633\u06cc\u0634\u0646 \u00d7 \u0627\u0648\u0633\u0637 \u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 (\u0633\u06cc\u06a9\u0646\u0688)) \/ 3600<\/strong><\/p>\n<p>\u06cc\u06c1 \u0641\u0627\u0631\u0645\u0648\u0644\u06c1 \u06a9\u0646\u06a9\u0631\u0646\u0633\u06cc \u06a9\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0633\u06d2 \u0627\u062e\u0630 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2\u06d4 \u0627\u06af\u0631 \u06a9\u0648\u0626\u06cc \u0633\u06cc\u0634\u0646 D \u0633\u06cc\u06a9\u0646\u0688 \u062a\u06a9 \u062c\u0627\u0631\u06cc \u0631\u06c1\u062a\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 S \u0633\u06cc\u0634\u0646\u0632 \u0622\u0631\u06c1\u06d2 \u06c1\u06cc\u06ba \u062a\u0648 \u06a9\u0633\u06cc \u0628\u06be\u06cc \u0648\u0642\u062a \u0627\u0648\u0648\u0631 \u0644\u06cc\u067e\u0646\u06af \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u0645\u062a\u0648\u0642\u0639 \u062a\u0639\u062f\u0627\u062f (S \u00d7 D) \/ 3600 \u06c1\u06d2\u06d4 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0627\u0631 3600 \u0641\u06cc \u06af\u06be\u0646\u0679\u06c1 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0648 \u0641\u06cc \u0633\u06cc\u06a9\u0646\u0688 \u0622\u0645\u062f \u06a9\u06cc \u0634\u0631\u062d \u0645\u06cc\u06ba \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p><strong>\u06c1\u0627\u06ba:<\/strong> 4,280 \u0686\u0648\u0679\u06cc \u06af\u06be\u0646\u0679\u06d2 \u06a9\u06d2 \u0633\u06cc\u0634\u0646 \u00d7 \u0627\u0648\u0633\u0637 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 444 \u0633\u06cc\u06a9\u0646\u0688 \/ 3600 = <strong>529 \u06c1\u0645 \u0648\u0642\u062a \u0635\u0627\u0631\u0641\u06cc\u0646<\/strong> \u06a9\u0633\u06cc \u0628\u06be\u06cc \u0644\u0645\u062d\u06d2 \u06d4 \u06af\u0631\u0648\u062a\u06be \u0641\u06cc\u06a9\u0679\u0631 \u0627\u06cc\u067e\u0644\u06cc \u06a9\u06cc\u0634\u0646: 529 \u00d7 1.3 = <strong>688 SUVs<\/strong>.<\/p>\n<p><strong>RPS x \u0627\u0648\u0633\u0637 \u0631\u0633\u067e\u0627\u0646\u0633 \u0679\u0627\u0626\u0645 \u06a9\u06cc\u0648\u06ba \u0646\u06c1\u06cc\u06ba\u061f<\/strong>  \u0641\u0627\u0631\u0645\u0648\u0644\u06c1 RPS \u0627\u0648\u067e\u0631 \u062f\u06cc\u0627 \u06af\u06cc\u0627 \u0633\u06cc\u0634\u0646 \u0644\u06cc\u0648\u0644 \u06a9\u0627 \u0641\u0627\u0631\u0645\u0648\u0644\u0627 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u0645\u06cc\u06ba \u0648\u0631\u0686\u0648\u0626\u0644 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0648 \u0633\u0627\u0626\u0632 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0628\u06c1\u062a\u0631 \u06c1\u06d2\u06d4 \u0627\u0633 \u06a9\u06cc \u0648\u062c\u06c1 \u06cc\u06c1 \u06c1\u06d2 \u06a9\u06c1 VUs \u0633\u0641\u0631 \u067e\u0631 \u0646\u06cc\u0648\u06cc\u06af\u06cc\u0679 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u067e\u0648\u0631\u06d2 \u0635\u0627\u0631\u0641 \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0627\u0646\u0641\u0631\u0627\u062f\u06cc HTTP \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u0646\u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0628\u0627\u0644\u0622\u062e\u0631\u060c \u06c1\u0645 \u0627\u0646\u0641\u0631\u0627\u0633\u0679\u0631\u06a9\u0686\u0631 \u0627\u0633\u06a9\u06cc\u0644\u0646\u06af \u06a9\u06d2 \u0644\u06cc\u06d2 \u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06cc \u06c1\u0645 \u0622\u06c1\u0646\u06af\u06cc \u0627\u0648\u0631 VU \u0634\u0645\u0627\u0631 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u06cc\u0634\u0646 \u06a9\u0646\u06a9\u0631\u0646\u0633\u06cc \u062f\u0648\u0646\u0648\u06ba \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u062a\u062c\u0648\u06cc\u0632 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-71-new-relic-nrql\">7.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 - NRQL<\/h3>\n<p>\u06cc\u06c1 \u0645\u0631\u062d\u0644\u06c1 \u0633\u06cc\u0634\u0646 \u0688\u06cc\u0679\u0627 \u06a9\u0648 \u0648\u0631\u0686\u0648\u0626\u0644 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0645\u06cc\u06ba \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0646 \u06a9\u06cc \u0627\u0635\u0644 \u0645\u06cc\u06ba \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u0627\u0646\u062c\u0646 \u06a9\u0648 \u0636\u0631\u0648\u0631\u062a \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>New Relic \u062f\u0648 \u0622\u0631\u0627\u0621 \u067e\u06cc\u0634 \u06a9\u0631\u062a\u0627 \u06c1\u06d2: \u067e\u06c1\u0644\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0641\u06cc \u0633\u0641\u0631 \u06a9\u06d2 \u0646\u062a\u0627\u0626\u062c \u067e\u0631 \u0627\u06cc\u06a9 \u06c1\u0645 \u0622\u06c1\u0646\u06af\u06cc \u06a9\u06d2 \u0641\u0627\u0631\u0645\u0648\u0644\u06d2 \u06a9\u0627 \u0627\u0637\u0644\u0627\u0642 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062c\u0633 \u0633\u06d2 \u06c1\u0645\u06cc\u06ba \u06cc\u06c1 \u062a\u0639\u06cc\u0646 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0627\u062c\u0627\u0632\u062a \u0645\u0644\u062a\u06cc \u06c1\u06d2 \u06a9\u06c1 \u06c1\u0631 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u062a\u0646\u06d2 VUs \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2 (\u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u06c1\u060c \u06a9\u0627\u0631\u0679 \u06a9\u0648 \u0686\u06be\u0648\u0691 \u062f\u06cc\u0627 \u06af\u06cc\u0627\u060c \u0628\u0627\u0624\u0646\u0633 \u06a9\u06cc\u0627 \u06af\u06cc\u0627\u060c \u0648\u063a\u06cc\u0631\u06c1)\u06d4 \u062f\u0648\u0633\u0631\u0627 \u0627\u06cc\u06a9 \u06a9\u0644 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u0645\u06cc\u06ba \u0641\u0627\u0631\u0645\u0648\u0644\u06c1 \u0686\u0644\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u06c1 VU \u067e\u0648\u0644 \u06a9\u06cc \u062d\u062f\u0648\u062f \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06cc\u06a9 \u0645\u0641\u06cc\u062f \u0633\u0646\u0679\u06cc \u0686\u06cc\u06a9 \u06c1\u06d2 \u062c\u0633 \u06a9\u0627 \u0622\u067e \u0627\u06af\u0644\u06d2 \u0645\u0631\u062d\u0644\u06d2 \u0645\u06cc\u06ba \u062d\u0633\u0627\u0628 \u0644\u06af\u0627\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 5a: Concurrent Users = (Hourly Sessions x Avg Session Duration in sec) \/ 3600\n-- FACET by journey_outcome (NOT by session --- that would give 1 row per session)\n-- uniqueCount(session) counts distinct sessions within each outcome bucket\n\nSELECT\n  uniqueCount(session) AS hourly_sessions,\n  average(sessionDuration) AS avg_session_duration_sec,\n  (uniqueCount(session) * average(sessionDuration)) \/ 3600 AS concurrent_users\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET\n  CASE\n    WHEN latest(pageUrl) LIKE '%\/confirmation%' THEN 'converted'\n    WHEN latest(pageUrl) LIKE '%\/payment%' THEN 'payment_drop'\n    WHEN latest(pageUrl) LIKE '%\/checkout%' THEN 'checkout_drop'\n    WHEN latest(pageUrl) LIKE '%\/cart%' THEN 'cart_abandon'\n    WHEN latest(pageUrl) LIKE '%\/product\/%' THEN 'browse_exit'\n    ELSE 'early_exit'\n  END AS journey_outcome\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 5b: Total concurrent users across entire peak hour\n-- Formula: (total sessions x avg session duration seconds) \/ 3600\n\nSELECT\n  uniqueCount(session) AS hourly_sessions,\n  average(sessionDuration) AS avg_session_duration_sec,\n  (uniqueCount(session) * average(sessionDuration)) \/ 3600 AS concurrent_users_formula,\n  uniqueCount(session) \/ 60 AS sessions_per_minute\nFROM PageView\nWHERE appName=\"your-app-name\"\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n\n-- Example output:\n-- hourly_sessions = 4,280\n-- avg_session_duration_sec = 444\n-- concurrent_users_formula = (4280 x 444) \/ 3600 = 528.2 -> round to 529\n-- Apply 1.3x growth: 529 x 1.3 = 688 VUs\n<\/code><\/pre>\n<h3 id=\"heading-72-dynatrace-usql\">7.2 Dynatrace - USQL<\/h3>\n<p>Dynatrace \u0648\u0631\u0698\u0646 \u0627\u06cc\u06a9 \u06c1\u06cc \u0641\u0627\u0631\u0645\u0648\u0644\u06d2 \u06a9\u0627 \u0627\u0637\u0644\u0627\u0642 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0644\u06cc\u06a9\u0646 \u0646\u0648\u0679 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06cc\u06a9 \u0641\u0631\u0642 \u06c1\u06d2\u06d4 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1 \u06a9\u06cc \u0641\u06cc\u0644\u0688 \u0645\u0644\u06cc \u0633\u06cc\u06a9\u0646\u0688 \u0645\u06cc\u06ba \u06c1\u06d2\u060c \u0644\u06c1\u0630\u0627 \u062d\u0633\u0627\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0633\u06cc\u06a9\u0646\u0688\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u062d\u0627\u0635\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 1000 \u0633\u06d2 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u06cc\u06ba\u06d4 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u06c1\u0645 \u0648\u0642\u062a \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0644\u0648\u0679\u0627\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0648 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a VU \u067e\u0648\u0644 \u0633\u0627\u0626\u0632 \u0645\u06cc\u06ba \u062a\u0631\u062c\u0645\u06c1 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Concurrent Users = (Hourly Sessions x Avg Session Duration in seconds) \/ 3600\n\/\/ Dynatrace duration field is already in milliseconds --- divide by 1000\n\nSELECT\n  COUNT(*) AS hourly_sessions,\n  AVG(duration) \/ 1000 AS avg_session_duration_sec,\n  (COUNT(*) * AVG(duration) \/ 1000) \/ 3600 AS concurrent_users\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Per outcome segment (maps to load test scenario VU split):\n\nSELECT\n  COUNT(*) AS hourly_sessions,\n  AVG(duration) \/ 1000 AS avg_session_duration_sec,\n  (COUNT(*) * AVG(duration) \/ 1000) \/ 3600 AS concurrent_users\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY\n  CASE WHEN userActions.name[userActionCount - 1] LIKE '%confirmation%' THEN 'converted'\n       WHEN userActions.name[userActionCount - 1] LIKE '%cart%' THEN 'cart_abandon'\n       ELSE 'other' END\n<\/code><\/pre>\n<h2 id=\"heading-8-step-6-active-sessions-and-total-vu-pool\">8. \u0645\u0631\u062d\u0644\u06c1 6 - \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646\u0632 \u0627\u0648\u0631 \u06a9\u0644 VU \u067e\u0648\u0644<\/h2>\n<p>\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0627\u0633 \u0645\u062f\u062a \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0645\u0634\u0627\u06c1\u062f\u06c1 \u06a9\u06cc\u06d2 \u06af\u0626\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u06a9\u0644 \u0622\u0628\u0627\u062f\u06cc \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4 \u0627\u0633\u06d2 \u0648\u0631\u0686\u0648\u0626\u0644 \u06cc\u0648\u0632\u0631 \u067e\u0648\u0644 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u062e\u062a\u0635 \u0628\u0627\u0644\u0627\u0626\u06cc \u062d\u062f \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0648\u0631 \u0645\u0631\u062d\u0644\u06c1 5 \u0645\u06cc\u06ba \u06c1\u0645 \u0622\u06c1\u0646\u06af\u06cc \u06a9\u0627 \u062d\u0633\u0627\u0628 \u06a9\u062a\u0627\u0628 \u0627\u0646 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0627 \u062a\u062e\u0645\u06cc\u0646\u06c1 \u0644\u06af\u0627\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u0627\u06cc\u06a9 \u06c1\u06cc \u0648\u0642\u062a \u0645\u06cc\u06ba \u0641\u0639\u0627\u0644 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u067e\u0646\u06d2 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0648 \u062a\u0631\u062a\u06cc\u0628 \u062f\u06cc\u062a\u06d2 \u0648\u0642\u062a \u062f\u0648\u0646\u0648\u06ba \u0627\u0642\u062f\u0627\u0631 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<ul>\n<li>\n<p><strong>\u0627\u06cc\u06a9 \u0633\u0627\u062a\u06be \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0648\u06ba \u06a9\u06d2 \u067e\u0627\u0646\u0686 \u062f\u0631\u062c\u06d2:<\/strong> \u0627\u06cc\u06a9 \u0633\u0627\u062a\u06be \u0641\u0639\u0627\u0644 VUs \u06a9\u06cc \u062a\u062e\u0645\u06cc\u0646\u06cc \u062a\u0639\u062f\u0627\u062f\u06d4<\/p>\n<\/li>\n<li>\n<p><strong>6 \u0645\u0646\u0641\u0631\u062f \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646:<\/strong> \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u06a9\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u0645\u06cc\u06ba \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u06a9\u0644 \u0622\u0628\u0627\u062f\u06cc\u06d4<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-81-new-relic-nrql\">8.1 \u0646\u06cc\u0627 \u0646\u0645\u0648\u0646\u06c1 \u2013 NRQL<\/h3>\n<p>\u06cc\u06c1 \u0642\u062f\u0645 VU \u067e\u0648\u0644 \u067e\u0631 \u0633\u062e\u062a \u062d\u062f\u06cc\u06ba \u0645\u062a\u0639\u06cc\u0646 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u06cc\u0639\u0646\u06cc \u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u0645\u06cc\u06ba \u0641\u0639\u0627\u0644 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u06a9\u0644 \u062a\u0639\u062f\u0627\u062f\u06d4 New Relic \u0627\u0633\u06d2 UniqueCount (\u0633\u06cc\u0634\u0646) \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u0622\u067e \u06a9\u06d2 \u0679\u06cc\u0633\u0679 \u0633\u06cc\u0679 \u0627\u067e \u06a9\u0648 \u0645\u0637\u0644\u0639 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u0632\u06cc\u062f \u0645\u06a9\u0645\u0644 \u0633\u06cc\u0634\u0646 \u067e\u0631\u0648\u0641\u0627\u0626\u0644 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u067e\u06c1\u0644\u0627 \u0633\u0648\u0627\u0644 \u0641\u0639\u0627\u0644 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062e\u0627\u0645 \u062a\u0639\u062f\u0627\u062f \u0644\u0648\u0679\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u062f\u0648\u0633\u0631\u06d2 \u0644\u0648\u06af \u0622\u0628\u0627\u062f\u06cc \u06a9\u0648 \u0646\u0626\u06d2 \u0627\u0648\u0631 \u0648\u0627\u067e\u0633 \u0622\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0635\u0627\u0631\u0641\u06cc\u0646 \u0627\u0648\u0631 \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u06af\u06c1\u0631\u0627\u0626\u06cc \u0645\u06cc\u06ba \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u06a9\u06d2 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u06d2 \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u0648\u06ba \u0645\u06cc\u06ba \u062d\u0642\u06cc\u0642\u062a \u067e\u0633\u0646\u062f\u0627\u0646\u06c1 \u0633\u0648\u0686 \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a \u0627\u0648\u0631 \u0646\u06cc\u0648\u06cc\u06af\u06cc\u0634\u0646 \u067e\u06cc\u0679\u0631\u0646 \u06a9\u0648 \u062a\u0634\u06a9\u06cc\u0644 \u062f\u06cc\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Step 6a: Full session picture for the peak hour\n-- total_active_sessions is your VU pool ceiling\n-- Note: sessionDuration and sessionPageViews are Browser agent attributes.\n-- They require New Relic Browser agent to be instrumented on your app.\n\nSELECT\n  uniqueCount(session) AS distinct_sessions_in_peak_hour,\n  average(sessionDuration) AS avg_session_duration_sec,\n  percentile(sessionDuration, 50, 90) AS session_duration_pct,\n  average(sessionPageViews) AS avg_pages_per_session,\n  filter(uniqueCount(session), WHERE sessionPageViews = 1) AS bounce_sessions,\n  filter(uniqueCount(session), WHERE sessionPageViews >= 5) AS engaged_sessions\nFROM PageView\nWHERE appName=\"your-app-name\"\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 6b: New vs returning --- affects cache warm state in load test.\n-- nr.customAttribute.isNewUser is a CUSTOM attribute --- your team must set\n-- this via the Browser API: newrelic.setCustomAttribute(\"isNewUser\", true\/false)\n-- If not instrumented, use nr.session (first visit = new) or omit this query.\n\nSELECT\n  uniqueCount(session) AS session_count,\n  average(duration) AS avg_page_load_ms\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET nr.customAttribute.isNewUser\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<pre><code class=\"language-sql\">-- Step 6c: Sessions active each minute across the peak hour.\n-- Use this to see the shape of traffic within the hour.\n-- The max bar = your peak concurrent session minute.\n\nSELECT\n  uniqueCount(session) AS active_sessions\nFROM PageView\nWHERE appName=\"your-app-name\"\nTIMESERIES 1 minute\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<h3 id=\"heading-82-dynatrace-usql\">8.2 Dynatrace - USQL<\/h3>\n<p>Dynatrace \u062d\u0633\u0628 \u0636\u0631\u0648\u0631\u062a \u0627\u0646\u0633\u0679\u0631\u0648\u0645\u06cc\u0646\u0679\u06cc\u0634\u0646 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06a9\u06d2 \u0628\u063a\u06cc\u0631\u060c \u0688\u06cc\u0641\u0627\u0644\u0679 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u06cc\u0648\u0632\u0631 \u0633\u06cc\u0634\u0646 \u06c1\u0633\u062a\u06cc \u0645\u06cc\u06ba \u062a\u0645\u0627\u0645 \u0633\u06cc\u0634\u0646 \u067e\u0631\u0627\u067e\u0631\u0679\u06cc\u0632 \u06a9\u0648 \u0627\u0633\u0679\u0648\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0646\u06cc\u0686\u06d2 \u062f\u06cc \u06af\u0626\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0648\u06c1\u06cc \u0633\u06cc\u0634\u0646 \u067e\u0631\u0648\u0641\u0627\u0626\u0644 \u0628\u0646\u0627\u062a\u06cc \u06c1\u06d2 \u062c\u0648 \u0627\u0648\u067e\u0631 \u06a9\u06cc \u06af\u0626\u06cc NRQL \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06c1\u06d2\u060c \u0646\u06cc\u0632 \u06a9\u0686\u06be \u0627\u0636\u0627\u0641\u06cc \u0641\u06cc\u0644\u0688\u0632 \u062c\u0648 Dynatrace \u0628\u0637\u0648\u0631 \u0688\u06cc\u0641\u0627\u0644\u0679 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Step 6a --- Dynatrace USQL: Full session profile for peak hour\n\/\/ total_sessions is your VU pool ceiling\n\nSELECT\n  COUNT(*) AS total_sessions,\n  AVG(duration) \/ 1000 AS avg_duration_sec,\n  AVG(userActionCount) AS avg_actions_per_session,\n  (COUNT(*) * (AVG(duration) \/ 1000)) \/ 3600 AS concurrent_users,\n  (COUNT(*) * (AVG(duration) \/ 1000)) \/ 3600 * 1.3 AS vus_1_3x,\n  (COUNT(*) * (AVG(duration) \/ 1000)) \/ 3600 * 1.3 * 1.1 AS vus_with_buffer,\n  SUM(CASE WHEN userActionCount = 1 THEN 1 ELSE 0 END) AS bounce_sessions,\n  SUM(CASE WHEN userActionCount >= 5 THEN 1 ELSE 0 END) AS engaged_sessions\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\n<\/code><\/pre>\n<pre><code class=\"language-sql\">\/\/ Step 6b --- New vs returning users (built-in field --- no custom instrumentation needed)\n\/\/ newUser is a native boolean field on the usersession entity\n\nSELECT\n  SUM(CASE WHEN newUser = TRUE THEN 1 ELSE 0 END) AS new_users,\n  SUM(CASE WHEN newUser = FALSE THEN 1 ELSE 0 END) AS returning_users,\n  COUNT(*) AS total_sessions,\n  AVG(duration) \/ 1000 AS avg_duration_sec,\n  AVG(userActionCount) AS avg_actions\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\n<\/code><\/pre>\n<pre><code class=\"language-sql\">\/\/ Step 6c --- Sessions per minute within peak hour\n\/\/ ORDER BY minute_slot ASC keeps time order for the sparkline chart\n\nSELECT\n  DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm') AS minute_slot,\n  COUNT(*) AS active_sessions\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY DATETIME(startTime, 'HH:mm', 'yyyy-MM-dd HH:mm')\nORDER BY minute_slot ASC\n<\/code><\/pre>\n<pre><code class=\"language-sql\">\/\/ Step 6d --- Session depth: how many pages\/actions per session\n\/\/ Informs think time distribution in load test scripts\n\nSELECT\n  CASE\n    WHEN userActionCount = 1 THEN \"1 action (bounce)\"\n    WHEN userActionCount BETWEEN 2 AND 3 THEN \"2-3 actions\"\n    WHEN userActionCount BETWEEN 4 AND 6 THEN \"4-6 actions\"\n    WHEN userActionCount >= 7 THEN \"7+ actions (engaged)\"\n  END AS depth_bucket,\n  COUNT(*) AS session_count\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY depth_bucket\nORDER BY session_count DESC\n<\/code><\/pre>\n<h2 id=\"heading-9-final-workload-model\">9. \u062d\u062a\u0645\u06cc \u06a9\u0627\u0645 \u06a9\u0627 \u0628\u0648\u062c\u06be \u0645\u0627\u0688\u0644<\/h2>\n<p>\u062a\u0645\u0627\u0645 \u0686\u06be \u0645\u0631\u0627\u062d\u0644 \u06a9\u0648 \u0627\u0646\u062c\u0627\u0645 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0628\u0639\u062f\u060c \u0622\u067e \u06a9\u06d2 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u0645\u06cc\u06ba \u062a\u0645\u0627\u0645 \u0646\u0645\u0628\u0631\u0648\u06ba \u06a9\u0648 \u062a\u062e\u0645\u06cc\u0646\u0648\u06ba \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u06d2 \u0646\u062a\u0627\u0626\u062c \u067e\u0631 \u0679\u0631\u06cc\u0633 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<h3 id=\"heading-91-summary-parameters\">9.1 \u062e\u0644\u0627\u0635\u06c1 \u067e\u06cc\u0631\u0627\u0645\u06cc\u0679\u0631\u0632<\/h3>\n<p>\u06cc\u06c1 \u062c\u062f\u0648\u0644 \u0686\u06be \u067e\u06cc\u062f\u0627 \u0634\u062f\u06c1 \u0645\u0631\u0627\u062d\u0644 \u0633\u06d2 \u062a\u0645\u0627\u0645 \u0627\u0639\u062f\u0627\u062f \u06a9\u0648 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0627\u06cc\u06a9 \u0645\u0627\u0688\u0644 \u0645\u06cc\u06ba \u06cc\u06a9\u062c\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u0628\u0627\u06cc\u0627\u06ba \u06a9\u0627\u0644\u0645 \u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06d2 \u0627\u0639\u0644\u06cc \u0633\u06d2 \u0627\u062e\u0630 \u06a9\u0631\u062f\u06c1 \u0627\u0642\u062f\u0627\u0631 \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u06af\u0631\u0648\u062a\u06be \u0627\u06cc\u0688\u062c\u0633\u0679 \u06a9\u0627\u0644\u0645 \u0622\u067e \u06a9\u06d2 \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u062f\u06c1 \u0636\u0631\u0628 \u06a9\u0648 \u0644\u0627\u06af\u0648 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u0627\u0648\u0631 \u0627\u0635\u0644 \u0633\u0648\u0627\u0644 \u06a9\u0627 \u06a9\u0627\u0644\u0645 \u06c1\u0631 \u0646\u0645\u0628\u0631 \u06a9\u06d2 \u0639\u06cc\u0646 \u0645\u0637\u0627\u0628\u0642 \u0642\u062f\u0645 \u06a9\u06cc \u0637\u0631\u0641 \u0627\u0634\u0627\u0631\u06c1 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062c\u0633 \u0633\u06d2 \u0645\u0627\u0688\u0644 \u06a9\u0627 \u062c\u0627\u0626\u0632\u06c1 \u0644\u06cc\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u06a9\u0633\u06cc \u0628\u06be\u06cc \u0634\u062e\u0635 \u06a9\u0648 \u062d\u0642\u06cc\u0642\u06cc \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u06a9\u0627 \u067e\u062a\u06c1 \u0644\u06af\u0627\u0646\u06d2 \u06a9\u06cc \u0627\u062c\u0627\u0632\u062a \u0645\u0644\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u067e\u06cc\u0631\u0627\u0645\u06cc\u0679\u0631<\/th>\n<th>\u0645\u062b\u0627\u0644: \u0642\u062f\u0631 (\u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06cc \u0628\u0644\u0646\u062f\u06cc)<\/th>\n<th>\u0645\u062b\u0627\u0644: \u0642\u062f\u0631 (1.3x \u0627\u0636\u0627\u0641\u06c1)<\/th>\n<th>\u0630\u0631\u06cc\u0639\u06c1 \u0627\u0633\u062a\u0641\u0633\u0627\u0631<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0645\u0648\u0633\u0645<\/strong><\/td>\n<td>28 \u0646\u0648\u0645\u0628\u0631 2025<\/td>\n<td>(\u0648\u06c1\u06cc \u062d\u0648\u0627\u0644\u06c1)<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 1 NRQL\/USQL<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0648\u0642\u062a<\/strong><\/td>\n<td>11:00 - 12:00<\/td>\n<td>(\u0648\u06c1\u06cc \u062d\u0648\u0627\u0644\u06c1)<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 2 NRQL\/USQL<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/strong><\/td>\n<td>82 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/td>\n<td>107 \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 3 NRQL\/USQL<\/td>\n<\/tr>\n<tr>\n<td><strong>\u06a9\u0644 \u0627\u06cc\u06a9\u0679\u0648 \u0633\u06cc\u0634\u0646\u0632 (VU \u067e\u0648\u0644)<\/strong><\/td>\n<td>4,280<\/td>\n<td>5,564<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 6 NRQL\/USQL<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0633\u0631\u0641\u06c1\u0631\u0633\u062a \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06d2\u06d4<\/strong><\/td>\n<td>7<\/td>\n<td>7<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 4 NRQL\/USQL<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0679\u06cc\u0633\u0679 \u06a9\u06cc \u0645\u062f\u062a<\/strong><\/td>\n<td>60 \u0645\u0646\u0679<\/td>\n<td>60 \u0645\u0646\u0679<\/td>\n<td>\u0645\u0631\u062d\u0644\u06c1 2 NRQL\/USQL<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-92-scenario-vu-allocation\">9.2 \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06c1 VU \u0645\u062e\u062a\u0635<\/h3>\n<p>\u06cc\u06c1 \u062c\u062f\u0648\u0644 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u0648\u06ba \u0645\u06cc\u06ba \u06a9\u0644 VU \u067e\u0648\u0644 \u06a9\u06cc \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0648\u0632\u0646 \u06a9\u06cc \u0686\u0627\u0631 \u0633\u0637\u062d\u0648\u06ba \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u06c1\u0631 \u0642\u0637\u0627\u0631 \u0627\u06cc\u06a9 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0644\u0648\u0688 \u0641\u06cc\u0635\u062f\u060c \u06c1\u062f\u0641 RPS\u060c \u06a9\u0646\u06a9\u0631\u0646\u0679 VUs \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f\u060c \u0627\u0648\u0631 P95 SLA \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u060c \u062c\u0648 \u0622\u067e \u06a9\u0648 \u0627\u0633 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0648 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u0627\u0646\u062c\u0646 \u0645\u06cc\u06ba \u062a\u0631\u062a\u06cc\u0628 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0631\u06a9\u0627\u0631 \u06c1\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0633\u06a9\u0631\u067e\u0679<\/th>\n<th>\u0645\u062b\u0627\u0644: \u0644\u0648\u0688 %<\/th>\n<th>\u0645\u062b\u0627\u0644: \u06c1\u062f\u0641 RPS<\/th>\n<th>\u0645\u062b\u0627\u0644: \u06a9\u0646\u06a9\u0631\u0646\u0679 VUs<\/th>\n<th>\u0645\u062b\u0627\u0644: P95 SLA<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u06c1\u0648\u0645 \u067e\u06cc\u062c \u2192 \u0628\u0631\u0627\u0624\u0632 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>28%<\/td>\n<td>23.0<\/td>\n<td>1,558<\/td>\n<td><800ms<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba \u2192 PLP<\/td>\n<td>23%<\/td>\n<td>18.9<\/td>\n<td>1,280<\/td>\n<td>< 1,200 ms<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0635\u0646\u0648\u0639\u0627\u062a \u06a9\u06cc \u062a\u0641\u0635\u06cc\u0644\u0627\u062a (PDP)<\/td>\n<td>19%<\/td>\n<td>15.6<\/td>\n<td>1,057<\/td>\n<td><700ms<\/td>\n<\/tr>\n<tr>\n<td>\u0679\u0648\u06a9\u0631\u06cc \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>12%<\/td>\n<td>9.8<\/td>\n<td>668<\/td>\n<td><500ms<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0631\u06cc\u062f\u0627\u0631\u06cc \u06a9\u06cc \u0679\u0648\u06a9\u0631\u06cc \u2192 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc<\/td>\n<td>8%<\/td>\n<td>6.6<\/td>\n<td>445<\/td>\n<td>< 1,500 ms<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u2192 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc<\/td>\n<td>6%<\/td>\n<td>4.9<\/td>\n<td>334<\/td>\n<td><3,500 ms<\/td>\n<\/tr>\n<tr>\n<td>\u0622\u0631\u0688\u0631 \u06a9\u06cc \u062a\u0635\u062f\u06cc\u0642<\/td>\n<td>4%<\/td>\n<td>3.3<\/td>\n<td>222<\/td>\n<td><600ms<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"heading-10-user-journey-landing-page-to-exit-page\">10. \u0635\u0627\u0631\u0641 \u06a9\u0627 \u0633\u0641\u0631 - \u0644\u06cc\u0646\u0688\u0646\u06af \u067e\u06cc\u062c \u0633\u06d2 \u0627\u06cc\u06af\u0632\u0679 \u067e\u06cc\u062c \u062a\u06a9<\/h2>\n<p>\u0635\u0627\u0631\u0641 \u06a9\u06d2 \u067e\u0648\u0631\u06d2 \u0633\u0641\u0631 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u0627\u060c \u067e\u06c1\u0644\u06d2 \u0635\u0641\u062d\u06d2 \u0633\u06d2 \u0644\u06d2 \u06a9\u0631 \u0622\u062e\u0631\u06cc \u0635\u0641\u062d\u06c1 \u062a\u06a9 \u062c\u0633 \u067e\u0631 \u06a9\u0648\u0626\u06cc \u0648\u0632\u06cc\u0679\u0631 \u0622\u062a\u0627 \u06c1\u06d2\u060c \u0648\u06c1 \u0633\u0628 \u0633\u06d2 \u0637\u0627\u0642\u062a\u0648\u0631 \u0628\u0635\u06cc\u0631\u062a \u0645\u0634\u0627\u06c1\u062f\u0627\u062a\u06cc \u0688\u06cc\u0679\u0627 \u06c1\u06d2 \u062c\u0648 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u0648 \u0644\u0648\u0688 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u062e\u0644\u0627\u0635\u06c1 \"\u0644\u06cc\u0646 \u062f\u06cc\u0646\" \u06a9\u06cc \u0645\u0627\u0688\u0644\u0646\u06af \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2\u060c \u06cc\u06c1 \u0633\u06cc\u06a9\u0634\u0646 \u062f\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06c1\u0631 \u0633\u06cc\u0634\u0646 (\u0627\u0646 \u067e\u0679 \u06a9\u06d2 \u0630\u0631\u0627\u0626\u0639\u060c \u0646\u06cc\u0648\u06cc\u06af\u06cc\u0634\u0646 \u06a9\u06d2 \u0627\u0642\u062f\u0627\u0645\u0627\u062a\u060c \u0688\u0631\u0627\u067e \u0622\u0641 \u067e\u0648\u0627\u0626\u0646\u0679\u0633\u060c \u0627\u0648\u0631 \u062d\u062a\u0645\u06cc \u0646\u062a\u0627\u0626\u062c) \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0686\u0627\u0631 \u0633\u0648\u0627\u0644\u0648\u06ba \u06a9\u06cc \u0632\u0646\u062c\u06cc\u0631 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 \u062c\u0648 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0631\u06cc\u06a9\u0627\u0631\u0688 \u0627\u0648\u0631 \u0645\u062c\u0645\u0648\u0639\u06cc \u0631\u0627\u0633\u062a\u06d2 \u06a9\u06cc \u06af\u0646\u062a\u06cc \u062f\u0648\u0646\u0648\u06ba \u06a9\u0648 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u0627\u0679\u06be\u0627\u0626\u06d2 \u06af\u0626\u06d2 \u067e\u0648\u0631\u06d2 \u0631\u0627\u0633\u062a\u06d2 \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u062f\u0648\u0628\u0627\u0631\u06c1 \u062a\u0634\u06a9\u06cc\u0644 \u062f\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4<\/p>\n<p>FUNNEL() \u0627\u0633\u062a\u0641\u0633\u0627\u0631 (\u0645\u0631\u062d\u0644\u06c1 4) \u0627\u0648\u0631 \u0641\u06cc \u0633\u06cc\u0634\u0646 FACET \u0633\u06cc\u0634\u0646 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0645\u062e\u062a\u0644\u0641 \u0645\u0642\u0627\u0635\u062f \u06a9\u0648 \u067e\u0648\u0631\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<ol>\n<li>\n<p>FUNNEL() \u0627\u0646 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0648 \u0634\u0645\u0627\u0631 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0646\u06c1\u0648\u06ba \u0646\u06d2 \u06c1\u0631 \u0642\u062f\u0645 \u067e\u0631 \u062f\u0648\u0631\u06c1 \u06a9\u06cc\u0627\u060c \u0644\u06cc\u06a9\u0646 \u06cc\u06c1 \u0646\u06c1\u06cc\u06ba \u0645\u0639\u0644\u0648\u0645 \u06a9\u06c1 \u0633\u06cc\u0634\u0646 \u06a9\u06c1\u0627\u06ba \u062e\u062a\u0645 \u06c1\u0648\u0627\u06d4<\/p>\n<\/li>\n<li>\n<p>FACET \u0633\u06cc\u0634\u0646 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0622\u067e \u06a9\u0648 \u06c1\u0631 \u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0622\u063a\u0627\u0632 \u0627\u0648\u0631 \u0627\u062e\u062a\u062a\u0627\u0645\u06cc \u0635\u0641\u062d\u0627\u062a \u0628\u062a\u0627\u062a\u0627 \u06c1\u06d2\u060c \u0644\u06cc\u06a9\u0646 \u0634\u0645\u0627\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0641\u06cc \u0633\u06cc\u0634\u0646 \u0627\u06cc\u06a9 \u0642\u0637\u0627\u0631 \u0648\u0627\u067e\u0633 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u06c1\u0631 \u062f\u0627\u062e\u0644\u06cc + \u062e\u0627\u0631\u062c\u06cc \u0627\u0645\u062a\u0632\u0627\u062c \u06a9\u06d2 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0634\u0645\u0627\u0631 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06cc\u06a9 \u0639\u0644\u06cc\u062d\u062f\u06c1 \u0645\u062c\u0645\u0648\u0639\u06cc \u0627\u0633\u062a\u0641\u0633\u0627\u0631 (7B) \u062f\u0631\u06a9\u0627\u0631 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<\/ol>\n<h3 id=\"heading-101-the-user-journey-map\">10.1 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u0641\u0631 \u06a9\u0627 \u0646\u0642\u0634\u06c1<\/h3>\n<p>\u0627\u06cc \u06a9\u0627\u0645\u0631\u0633 \u06a9\u0627 \u067e\u0648\u0631\u0627 \u0633\u0641\u0631 \u067e\u0627\u0646\u0686 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0645\u0631\u0627\u062d\u0644 \u0645\u06cc\u06ba \u067e\u06be\u06cc\u0644\u06d2 \u06c1\u0648\u0626\u06d2 \u0646\u0648 \u0645\u0631\u0627\u062d\u0644 \u067e\u0631 \u0645\u0634\u062a\u0645\u0644 \u06c1\u06d2\u06d4 \u06c1\u0631 \u0645\u0631\u062d\u0644\u06d2 \u06a9\u0627 \u0627\u067e\u0646\u0627 \u0628\u0648\u062c\u06be \u067e\u0631\u0648\u0641\u0627\u0626\u0644\u060c \u0631\u062f\u0639\u0645\u0644 \u06a9\u06d2 \u0648\u0642\u062a \u06a9\u06cc \u062e\u0635\u0648\u0635\u06cc\u0627\u062a\u060c \u0627\u0648\u0631 \u06af\u06be\u0648\u0645\u0646\u06d2 \u067e\u06be\u0631\u0646\u06d2 \u06a9\u06d2 \u062e\u0637\u0631\u0627\u062a \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u0646\u06c1\u06cc\u06ba \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u0645\u06cc\u06ba \u0622\u0632\u0627\u062f\u0627\u0646\u06c1 \u0637\u0648\u0631 \u067e\u0631 \u0645\u0627\u0688\u0644 \u0628\u0646\u0627\u06cc\u0627 \u062c\u0627\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0642\u062f\u0645<\/th>\n<th>\u0642\u062f\u0645<\/th>\n<th>\u0633\u06cc\u0634\u0646 (\u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0648\u0642\u062a)<\/th>\n<th>\u0645\u0646\u062a\u06be\u0644 \u062e\u0637\u0631\u06c1<\/th>\n<th>\u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u06cc \u062a\u0631\u062c\u06cc\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0639\u0646\u0635\u0631<\/strong><\/td>\n<td>\u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627 \u0630\u0631\u06cc\u0639\u06c1 \u2192 \u06c1\u0648\u0645 \u067e\u06cc\u062c<\/td>\n<td>28,410 \u0644\u0648\u06af \u062f\u0627\u062e\u0644 \u06c1\u0648\u0626\u06d2\u06d4<\/td>\n<td>\u0644\u06cc\u0646\u0688\u0646\u06af \u067e\u0631 13% \u0627\u0686\u06be\u0627\u0644<\/td>\n<td>\u062f\u0631\u0645\u06cc\u0627\u0646\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba<\/strong><\/td>\n<td>\u0628\u0631\u0627\u0624\u0632\/\u062a\u0644\u0627\u0634 \u2192 PDP<\/td>\n<td>24,716 \u2192 17,330<\/td>\n<td>\u0634\u0627\u067e\u0646\u06af \u06a9\u0627\u0631\u0679 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 30% \u0686\u06be\u0648\u0679<\/td>\n<td>\u0627\u0639\u0644\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0631\u0636\u06cc<\/strong><\/td>\n<td>\u06a9\u0627\u0631\u0679 \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06a9\u0631\u06cc\u06ba \u2192 \u0631\u06cc\u0648\u06cc\u0648 \u06a9\u0627\u0631\u0679<\/td>\n<td>13,637 \u2192 8,580<\/td>\n<td>37% \u062e\u0631\u06cc\u062f\u0627\u0631\u06cc \u06a9\u06cc \u0679\u0648\u06a9\u0631\u06cc \u06a9\u0648 \u0686\u06be\u0648\u0691 \u062f\u06cc\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/td>\n<td>\u062a\u0646\u0642\u06cc\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062a\u0628\u062f\u06cc\u0644\u06cc<\/strong><\/td>\n<td>\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u2192 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u2192 \u062c\u0627\u0626\u0632\u06c1<\/td>\n<td>5,054 \u2192 4,088<\/td>\n<td>7% \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u0645\u06cc\u06ba \u0646\u0627\u06a9\u0627\u0645\u06cc\u06d4<\/td>\n<td>\u062a\u0646\u0642\u06cc\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062a\u06a9\u0645\u06cc\u0644<\/strong><\/td>\n<td>\u0622\u0631\u0688\u0631 \u06a9\u06cc \u062a\u0635\u062f\u06cc\u0642 \u2192 \u0622\u0631\u0688\u0631 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0628\u0639\u062f<\/td>\n<td>3,706 \u0644\u0648\u06af\u0648\u06ba \u0646\u06d2 \u062a\u0635\u062f\u06cc\u0642 \u06a9\u06cc\u06d4<\/td>\n<td>\u06a9\u0645 \u0633\u06cc\u0634\u0646 \u062e\u062a\u0645 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/td>\n<td>\u06a9\u0645<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-102-the-four-query-chain\">10.2 \u0686\u0627\u0631 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u06cc \u0632\u0646\u062c\u06cc\u0631\u06cc\u06ba\u06d4<\/h3>\n<p>\u0645\u06a9\u0645\u0644 \u062a\u0635\u0648\u06cc\u0631 \u062d\u0627\u0635\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0686\u0627\u0631 \u0633\u0648\u0627\u0644\u0627\u062a \u062f\u0631\u06a9\u0627\u0631 \u06c1\u06cc\u06ba: \u06c1\u0631 \u0627\u06cc\u06a9 \u0645\u062e\u062a\u0644\u0641 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627 \u0645\u0642\u0635\u062f \u067e\u0648\u0631\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u06a9\u0627 \u0627\u06cc\u06a9 \u0645\u062e\u062a\u0644\u0641 \u062d\u0635\u06c1 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0633\u0648\u0627\u0644<\/th>\n<th>\u0646\u0627\u0645<\/th>\n<th>\u062c\u0648 \u0648\u0627\u067e\u0633 \u06a9\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/th>\n<th>\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>7A<\/strong><\/td>\n<td>\u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u062e\u0635\u0648\u0635 \u0631\u06cc\u06a9\u0627\u0631\u0688\u0646\u06af<\/td>\n<td>\u0641\u06cc \u0633\u06cc\u0634\u0646 \u0627\u06cc\u06a9 \u0642\u0637\u0627\u0631: \u0635\u0641\u062d\u06c1 \u0634\u0631\u0648\u0639\u060c \u0627\u062e\u062a\u062a\u0627\u0645\u06cc \u0635\u0641\u062d\u06c1\u060c \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1\u060c \u0645\u0644\u0627\u062d\u0638\u06c1 \u06a9\u06cc\u06d2 \u06af\u0626\u06d2 \u0635\u0641\u062d\u0627\u062a\u060c \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u06c1 \u062c\u06be\u0646\u0688\u06d2<\/td>\n<td>\u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646 \u062a\u062c\u0632\u06cc\u06c1\u060c \u0622\u0624\u0679 \u0644\u06cc\u0626\u0631 \u06a9\u0627 \u067e\u062a\u06c1 \u0644\u06af\u0627\u0646\u0627\u060c \u0646\u0645\u0648\u0646\u06c1 \u0688\u06cc\u0628\u06af\u0646\u06af<\/td>\n<\/tr>\n<tr>\n<td><strong>7B<\/strong><\/td>\n<td>\u062f\u0627\u062e\u0644\u06c1 \u00d7 \u0628\u0627\u06c1\u0631 \u0646\u06a9\u0644\u06cc\u06ba \u0645\u06cc\u0679\u0631\u06a9\u0633<\/td>\n<td>\u0627\u06cc\u06a9 \u0642\u0637\u0627\u0631 \u0641\u06cc \u0627\u0646\u062f\u0631\u0627\u062c + \u0628\u0627\u06c1\u0631 \u0646\u06a9\u0644\u0646\u06d2 \u06a9\u0627 \u0645\u062c\u0645\u0648\u0639\u06c1: \u06c1\u0631 \u0631\u0627\u0633\u062a\u06d2 \u06a9\u06d2 \u062c\u0648\u0691\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f - \u06c1\u06cc\u0679 \u0645\u06cc\u067e\u06d4<\/td>\n<td>\u067e\u0627\u062a\u06be \u0641\u0631\u06cc\u06a9\u0648\u0626\u0646\u0633\u06cc \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u0686\u0631\u0646 \u06a9\u06d2 \u0633\u0628 \u0633\u06d2 \u0628\u0691\u06d2 \u0627\u0645\u062a\u0632\u0627\u062c \u06a9\u06cc \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<\/tr>\n<tr>\n<td><strong>7C<\/strong><\/td>\n<td>\u0646\u062a\u06cc\u062c\u06c1 \u0628\u0627\u0644\u0679\u06cc \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0641\u06cc \u0633\u06cc\u0634\u0646<\/td>\n<td>1 \u0642\u0637\u0627\u0631 \u0641\u06cc \u0633\u06cc\u0634\u0646 CASE \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u062a\u0631\u062a\u06cc\u0628 \u06a9\u0631\u062f\u06c1 \u0646\u062a\u0627\u0626\u062c \u06a9\u06d2 \u0633\u0627\u062a\u06be: \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u06c1\u060c cart_abandon\u060c checkout_drop\u060c Payment_drop\u060c browser_exit\u060c early_exit<\/td>\n<td>\u062c\u0645\u0639 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0637\u0628\u0642\u06c1 \u06a9\u06cc \u0633\u0637\u062d \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1<\/td>\n<\/tr>\n<tr>\n<td><strong>7D<\/strong><\/td>\n<td>\u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u0633\u06d2 \u0646\u062a\u0627\u0626\u062c \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f<\/td>\n<td>1 \u0642\u0637\u0627\u0631 \u0641\u06cc \u0646\u062a\u06cc\u062c\u06c1 \u0628\u0627\u0644\u0679\u06cc: \u0634\u0645\u0627\u0631\u060c \u06a9\u0644 \u06a9\u0627 %\u060c \u0627\u0648\u0633\u0637 \u0639\u0645\u0631\u060c \u0627\u0648\u0633\u0637 \u0635\u0641\u062d\u06c1 - \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a VU \u0648\u0632\u0646 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2<\/td>\n<td>\u06a9\u0627\u0645 \u06a9\u0627 \u0628\u0648\u062c\u06be \u0645\u0627\u0688\u0644 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 \u0648\u0632\u0646 - \u0633\u0628 \u0633\u06d2 \u0627\u06c1\u0645 \u0633\u0648\u0627\u0644\u0627\u062a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-103-query-7a-per-session-record\">10.3 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 7A - \u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u062e\u0635\u0648\u0635 \u0631\u06cc\u06a9\u0627\u0631\u0688\u0632<\/h3>\n<p>\u06cc\u06c1 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0641\u06cc \u0633\u06cc\u0634\u0646 \u0627\u06cc\u06a9 \u0642\u0637\u0627\u0631 \u0644\u0648\u0679\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u06c1 \u0622\u067e \u06a9\u0648 \u0628\u062e\u0648\u0628\u06cc \u0628\u062a\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06c1\u0631 \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646 \u06a9\u06c1\u0627\u06ba \u0622\u06cc\u0627 \u0627\u0648\u0631 \u06a9\u06c1\u0627\u06ba \u0686\u0644\u0627 \u06af\u06cc\u0627\u060c \u06cc\u06c1 \u06a9\u062a\u0646\u06cc \u062f\u06cc\u0631 \u062a\u06a9 \u0686\u0644\u0627\u060c \u0627\u0633 \u0646\u06d2 \u06a9\u062a\u0646\u06d2 \u0635\u0641\u062d\u0627\u062a \u06a9\u0627 \u062f\u0648\u0631\u06c1 \u06a9\u06cc\u0627\u060c \u0627\u0648\u0631 \u0622\u06cc\u0627 \u06cc\u06c1 \u062a\u0628\u062f\u06cc\u0644 \u06c1\u0648\u0627\u06d4 \u0622\u067e \u06c1\u06cc\u0679 \u0645\u06cc\u067e \u0633\u06cc\u0644 \u06a9\u06cc \u06af\u0646\u062a\u06cc \u062e\u0648\u062f \u0646\u06c1\u06cc\u06ba \u0628\u0646\u0627 \u0633\u06a9\u062a\u06d2 \u06a9\u06cc\u0648\u0646\u06a9\u06c1 \u0627\u0633 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 7B \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Query 7A: One row per session\n-- Use for: individual session analysis, debugging, outlier detection\n-- Cannot produce heatmap counts --- use Query 7B for that\n\nSELECT\n  session,\n  earliest(pageUrl) AS entry_page,\n  latest(pageUrl) AS exit_page,\n  count(pageUrl) AS pages_visited,\n  max(timestamp) - min(timestamp) AS session_duration_ms,\n  filter(count(*), WHERE pageUrl LIKE '%\/confirmation%') AS converted\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET session\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\nLIMIT 1000\n\n-- ORDER BY not supported with multiple aggregations on FACET session.\n-- Sort by session_duration_ms column in Query Builder UI instead.\n<\/code><\/pre>\n<p><strong>\u0627\u0633\u062a\u0641\u0633\u0627\u0631 7A \u06a9\u06d2 \u0644\u06cc\u06d2 \u0646\u0645\u0648\u0646\u06c1 \u0622\u0624\u0679 \u067e\u0679:<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u0633\u06cc\u0634\u0646<\/th>\n<th>\u0622\u0626\u0679\u0645_\u0635\u0641\u062d\u06c1<\/th>\n<th>exit_page<\/th>\n<th>\u0635\u0641\u062d\u06c1<\/th>\n<th>duration_ms<\/th>\n<th>\u062a\u0628\u062f\u06cc\u0644<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>sess_a3f8c2<\/td>\n<td>\/<\/td>\n<td>\/\u0686\u06cc\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>8<\/td>\n<td>862,000<\/td>\n<td>1 (\u0645\u062b\u0627\u0644)<\/td>\n<\/tr>\n<tr>\n<td>sess_b7d1e9<\/td>\n<td>\/\u0632\u0645\u0631\u06c1\/\u0627\u0644\u06cc\u06a9\u0679\u0631\u0627\u0646\u06a9\u0633<\/td>\n<td>\/\u06af\u0627\u0691\u06cc<\/td>\n<td>5<\/td>\n<td>545,000<\/td>\n<td>0 (\u0646\u06c1\u06cc\u06ba)<\/td>\n<\/tr>\n<tr>\n<td>sess_c2a4f1<\/td>\n<td>\/<\/td>\n<td>\/\u06af\u0627\u0691\u06cc<\/td>\n<td>4<\/td>\n<td>348,000<\/td>\n<td>0 (\u0646\u06c1\u06cc\u06ba)<\/td>\n<\/tr>\n<tr>\n<td>sess_d9e3b7<\/td>\n<td>\/search?q=Shoes<\/td>\n<td>\/\u0686\u06cc\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>6<\/td>\n<td>693,000<\/td>\n<td>1 (\u0645\u062b\u0627\u0644)<\/td>\n<\/tr>\n<tr>\n<td>sess_e1f5a2<\/td>\n<td>\/\u067e\u0631\u0648\u0688\u06a9\u0679\/\u062c\u06cc\u06a9\u0679<\/td>\n<td>\/\u067e\u0631\u0648\u0688\u06a9\u0679\/\u062c\u06cc\u06a9\u0679<\/td>\n<td>1<\/td>\n<td>45,000<\/td>\n<td>0 (\u0646\u06c1\u06cc\u06ba)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u0645\u06cc\u0645\u0648:<\/strong> \u06a9\u06c1 <code>duration_ms<\/code> \u06a9\u0627\u0644\u0645\u0648\u06ba \u06a9\u0627 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c \u0630\u06cc\u0644 \u06c1\u06d2: <code>max(timestamp) - min(timestamp)<\/code>. \u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u067e\u06c1\u0644\u06d2 \u0627\u0648\u0631 \u0622\u062e\u0631\u06cc \u0635\u0641\u062d\u06c1 \u06a9\u06d2 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u06a9\u06d2 \u062f\u0631\u0645\u06cc\u0627\u0646 \u0648\u0627\u0644 \u06a9\u0644\u0627\u06a9 \u06a9\u0627 \u0648\u0642\u062a\u06d4 <strong>\u062c\u0648\u0627\u0628\u06cc \u0648\u0642\u062a \u0646\u06c1\u06cc\u06ba\u06d4<\/strong> sess_a3f8c2 \u0627\u0648\u067e\u0631 = 862,000ms \u06a9\u06d2 \u0644\u06cc\u06d2 <strong>\u06a9\u0644 \u0633\u06cc\u0634\u0646 \u06a9\u0627 \u0648\u0642\u062a \u062a\u0642\u0631\u06cc\u0628\u0627\u064b 14 \u0645\u0646\u0679 \u0627\u0648\u0631 22 \u0633\u06cc\u06a9\u0646\u0688 \u06c1\u06d2\u06d4<\/strong><\/p>\n<h3 id=\"heading-104-query-7b-entry-exit-matrix-the-heatmap\">10.4 \u0633\u0648\u0627\u0644 7B - \u0627\u0646\u062f\u0631\u0627\u062c \u00d7 \u0628\u0627\u06c1\u0631 \u0646\u06a9\u0644\u06cc\u06ba \u0645\u06cc\u0679\u0631\u06a9\u0633 (\u06c1\u06cc\u0679 \u0645\u06cc\u067e)<\/h3>\n<p>\u06cc\u06c1 \u0627\u06cc\u06a9 \u0633\u0648\u0627\u0644 \u06c1\u06d2 \u062c\u0648 \u06c1\u06cc\u0679 \u0645\u06cc\u067e \u0633\u06cc\u0644\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u062f\u0648\u06c1\u0631\u06cc FACET \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 <code>earliest(pageUrl)<\/code> \u0627\u0648\u0631 <code>latest(pageUrl)<\/code> \u0633\u06cc\u0634\u0646\u0632 \u06a9\u0648 \u0622\u067e \u06a9\u06d2 \u062f\u0631\u062c \u06a9\u0631\u062f\u06c1 \u0635\u0641\u062d\u06c1 \u0627\u0648\u0631 \u062c\u0627\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0622\u062e\u0631\u06cc \u0635\u0641\u062d\u06c1 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u06af\u0631\u0648\u067e \u06a9\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u0634\u0645\u0627\u0631<\/p>\n<pre><code class=\"language-sql\">-- Query 7B: Heatmap cell counts\n-- Use for: path frequency matrix, identifying biggest drop-off combinations\n-- THIS is what produces the cell values\n\nSELECT\n  count(*) AS session_count\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET\n  earliest(pageUrl) AS entry_page,\n  latest(pageUrl) AS exit_page\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\nLIMIT 100\nORDER BY session_count DESC\n<\/code><\/pre>\n<p><strong>\u06c1\u0631 inlet + outlet \u06a9\u06d2 \u0627\u0645\u062a\u0632\u0627\u062c \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0633\u062a\u0641\u0633\u0627\u0631 7B \u06a9\u06d2 \u0644\u06cc\u06d2 \u0646\u0645\u0648\u0646\u06c1 \u0622\u0624\u0679 \u067e\u0679:<\/th>\n<th>\u0622\u0626\u0679\u0645_\u0635\u0641\u062d\u06c1<\/th>\n<th>exit_page<\/th>\n<th>\u0633\u06cc\u0634\u0646_\u06a9\u0627\u0624\u0646\u0679<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u062c\u0632\u06cc\u06c1<\/td>\n<td>\/<\/td>\n<td><strong>\/\u06af\u0627\u0691\u06cc<\/strong><\/td>\n<td>1,840<\/td>\n<\/tr>\n<tr>\n<td>\u0633\u0628 \u0633\u06d2 \u0628\u0691\u06cc \u06a9\u0645\u06cc - 1,840 \u0633\u06cc\u0634\u0646 \u06c1\u0648\u0645 \u067e\u06cc\u062c \u0633\u06d2 \u0634\u0627\u067e\u0646\u06af \u06a9\u0627\u0631\u0679 \u062a\u06a9 \u067e\u06c1\u0646\u0686\u06d2 \u0644\u06cc\u06a9\u0646 \u0622\u06af\u06d2 \u0646\u06c1\u06cc\u06ba \u06af\u0626\u06d2\u06d4<\/td>\n<td>\/\u0632\u0645\u0631\u06c1<\/td>\n<td><strong>\/\u06af\u0627\u0691\u06cc<\/strong><\/td>\n<td>2,100<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0631\u06cc\u062f\u0627\u0631\u06cc \u06a9\u06cc \u0679\u0648\u06a9\u0631\u06cc \u0645\u06cc\u06ba \u067e\u06be\u0646\u0633\u0627 \u0632\u0645\u0631\u06c1 \u0628\u0631\u0627\u0624\u0632\u0631 - \u0633\u0628 \u0633\u06d2 \u0628\u0691\u0627 \u0648\u0627\u062d\u062f \u062a\u0631\u06a9 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0627 \u06af\u0631\u0648\u067e<\/td>\n<td>\/\u0645\u0635\u0646\u0648\u0639\u0627\u062a<\/td>\n<td><strong>\/\u0686\u06cc\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/strong><\/td>\n<td>1,620<\/td>\n<\/tr>\n<tr>\n<td>\u0688\u06cc\u067e \u0644\u0646\u06a9 \u062e\u0631\u06cc\u062f\u0627\u0631 - \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a PDP \u0645\u06cc\u06ba \u062f\u0627\u062e\u0644 \u06c1\u0648 \u06a9\u0631 \u0645\u06a9\u0645\u0644 \u062e\u0631\u06cc\u062f\u0627\u0631\u06cc\u06d4 \u0627\u0639\u0644\u06cc\u0670 \u062a\u0631\u06cc\u0646 \u0627\u0631\u0627\u062f\u06d2 \u0648\u0627\u0644\u06d2 \u062d\u0635\u06d2\u06d4<\/td>\n<td>\/<\/td>\n<td>\/\u0645\u0639\u0627\u0626\u0646\u06c1<\/td>\n<td>820<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u067e\u06c1\u0646\u0686 \u06af\u0626\u06cc \u0644\u06cc\u06a9\u0646 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u062d\u0630\u0641 \u06a9\u0631 \u062f\u06cc \u06af\u0626\u06cc\u06d4<\/td>\n<td>\/\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>\/\u06af\u0627\u0691\u06cc<\/td>\n<td>980<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u06a9\u0627\u0631\u0679 \u06a9\u0648 \u0686\u06be\u0648\u0691 \u0631\u06c1\u06d2 \u06c1\u06cc\u06ba\u06d4<\/td>\n<td>\/<\/td>\n<td>\/\u0686\u06cc\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>280<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u06a9\u0645\u0644 \u06c1\u0648\u0645 \u067e\u06cc\u062c \u0633\u06d2 \u062a\u0628\u062f\u06cc\u0644\u06cc \u062a\u06a9 \u06a9\u0627 \u0633\u0641\u0631<\/td>\n<td>\/<\/td>\n<td>(\u0628\u0627\u06c1\u0631 \u0646\u06a9\u0644\u0646\u0627)<\/td>\n<td>954<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"heading-how-to-read-the-heatmap-cells\">\u0642\u0628\u0644 \u0627\u0632 \u0648\u0642\u062a \u062a\u0631\u06a9 \u06a9\u0631\u0646\u0627 - \u0627\u0646\u06c1\u0648\u06ba \u0646\u06d2 \u06c1\u0648\u0645 \u067e\u06cc\u062c \u0633\u06d2 \u0633\u0627\u0626\u0679 \u06a9\u0648 \u0645\u06a9\u0645\u0644 \u0637\u0648\u0631 \u067e\u0631 \u0686\u06be\u0648\u0691 \u062f\u06cc\u0627 \u06c1\u06d2\u06d4<\/h4>\n<p>\u06c1\u06cc\u0679 \u0645\u06cc\u067e \u0633\u06cc\u0644\u0632 \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u067e\u0691\u06be\u06cc\u06ba:<code>earliest(pageUrl)<\/code>\u0642\u0637\u0627\u0631 = (<code>entry page<\/code>) \u0631\u06cc\u06a9\u0627\u0631\u0688 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 (<code>latest(pageUrl)<\/code>)\u06d4 \u06a9\u0627\u0644\u0645 = (<code>exit page<\/code>) \u0631\u06cc\u06a9\u0627\u0631\u0688 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 ( <code>Cell value = count(*)<\/code> )\u06d4<\/p>\n<p>\u0627\u0633\u062a\u0641\u0633\u0627\u0631 7B \u0645\u06cc\u06ba\u060c \u0633\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06c1\u06d2 \u062c\u0646\u06c1\u0648\u06ba \u0646\u06d2 \u0639\u06cc\u0646 \u0622\u063a\u0627\u0632 + \u0627\u062e\u062a\u062a\u0627\u0645\u06cc \u0645\u062c\u0645\u0648\u0639\u06c1 \u06a9\u0627 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06a9\u06cc\u0627\u06d4 \u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1\u060c \u062c\u0648\u0627\u0628\u06cc \u0648\u0642\u062a\u060c \u06cc\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u0648\u06ba \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u0646\u06c1\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-105-query-7c-per-session-with-outcome-classification\">\u0645\u062b\u0627\u0644: \u0642\u0637\u0627\u0631 \/ \u00b7 col \/cart = 1,840 \u06a9\u0627 \u0645\u0637\u0644\u0628 \u06c1\u06d2 \u06a9\u06c1 \u06c1\u0648\u0645 \u067e\u06cc\u062c \u067e\u0631 1,840 \u0633\u06cc\u0634\u0646\u0632 \u06c1\u0648\u0626\u06d2 \u06c1\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0622\u062e\u0631\u06cc \u0631\u06cc\u06a9\u0627\u0631\u0688 \u0634\u062f\u06c1 \u0635\u0641\u062d\u06c1 \/cart \u062a\u06be\u0627\u06d4 \u0648\u06c1 \u0645\u0632\u06cc\u062f \u0622\u06af\u06d2 \u0646\u06c1\u06cc\u06ba \u06af\u0626\u06d2\u06d4<\/h3>\n<p>10.5 \u0633\u0648\u0627\u0644 7C - \u0646\u062a\u0627\u0626\u062c \u06a9\u06cc \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2<\/p>\n<pre><code class=\"language-sql\">-- Query 7C: Per-session with outcome bucket (CASE classification)\n-- Use for: segment-level analysis, inspecting individual sessions per outcome\n-- Intermediate step --- run Query 7D to get the aggregated counts\n\nSELECT\n  session,\n  earliest(pageUrl) AS entry_page,\n  latest(pageUrl) AS exit_page,\n  count(pageUrl) AS pages_visited,\n  max(timestamp) - min(timestamp) AS session_duration_ms,\n  filter(count(*), WHERE pageUrl LIKE '%\/confirmation%') AS converted,\n  CASE\n    WHEN latest(pageUrl) LIKE '%\/confirmation%' THEN 'converted'\n    WHEN latest(pageUrl) LIKE '%\/payment%' THEN 'payment_drop'\n    WHEN latest(pageUrl) LIKE '%\/checkout%' THEN 'checkout_drop'\n    WHEN latest(pageUrl) LIKE '%\/cart%' THEN 'cart_abandon'\n    WHEN latest(pageUrl) LIKE '%\/product\/%' THEN 'browse_exit'\n    ELSE 'early_exit'\n  END AS journey_outcome\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET session\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\nLIMIT 1000\n<\/code><\/pre>\n<h3 id=\"heading-106-query-7d-outcome-counts-for-workload-model-most-important\">Query 7C \u062a\u0645\u0627\u0645 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u0648 \u0627\u0646 \u06a9\u06d2 \u0627\u06cc\u06af\u0632\u0679 \u067e\u06cc\u062c \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f \u067e\u0631 \u0646\u0627\u0645\u0632\u062f \u0631\u0632\u0644\u0679 \u0628\u06a9\u0679\u0633 \u0645\u06cc\u06ba \u062a\u0631\u062a\u06cc\u0628 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 7A \u0645\u06cc\u06ba \u0627\u06cc\u06a9 CASE \u0628\u06cc\u0627\u0646 \u0634\u0627\u0645\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4 \u06cc\u06c1 \u062c\u0645\u0639 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0627\u06cc\u06a9 \u062f\u0631\u0645\u06cc\u0627\u0646\u06cc \u0645\u0631\u062d\u0644\u06c1 \u06c1\u06d2\u06d4 \u0622\u067e \u06c1\u0631 \u0646\u062a\u06cc\u062c\u06c1 \u06a9\u06d2 \u0632\u0645\u0631\u06d2 \u0645\u06cc\u06ba \u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0633\u06cc\u0634\u0646\u0648\u06ba \u06a9\u0648 \u0631\u0648\u0644 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0627\u0646 \u06a9\u0627 \u0645\u0639\u0627\u0626\u0646\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/h3>\n<p>10.6 \u0633\u0648\u0627\u0644 7D - \u06a9\u0627\u0645 \u06a9\u06d2 \u0628\u0648\u062c\u06be \u06a9\u06d2 \u0645\u0627\u0688\u0644 \u0645\u06cc\u06ba \u0646\u062a\u0627\u0626\u062c \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f (\u0633\u0628 \u0633\u06d2 \u0627\u06c1\u0645) <strong>\u0627\u0633 \u0633\u06cc\u06a9\u0634\u0646 \u0645\u06cc\u06ba \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u06d2 \u0644\u06cc\u06d2 Query 7D \u0633\u0628 \u0633\u06d2 \u0627\u06c1\u0645 \u0633\u0648\u0627\u0644 \u06c1\u06d2\u06d4 \u06c1\u0645 \u062a\u0645\u0627\u0645 \u0633\u06cc\u0634\u0646\u0632 \u06a9\u0648 \u0686\u06be \u0631\u0632\u0644\u0679 \u0628\u06a9\u0679\u0633 \u0645\u06cc\u06ba \u0633\u0645\u06cc\u0679\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u06c1\u0631 \u0627\u06cc\u06a9 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06af\u0646\u062a\u06cc\u060c \u0627\u0648\u0633\u0637 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1\u060c \u0627\u0648\u0631 \u0627\u0648\u0633\u0637 \u0635\u0641\u062d\u0627\u062a \u0648\u0627\u067e\u0633 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u06a9\u06c1<\/strong> \u06a9\u0644 \u06a9\u0627\u0644\u0645\u0648\u06ba \u06a9\u0627 \u0641\u06cc\u0635\u062f \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a VU \u0648\u0632\u0646 \u067e\u0631 \u0646\u0642\u0634\u06c1 \u0628\u0646\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">-- Query 7D: Outcome counts for workload model\n-- Use for: scenario weighting --- pct_of_total -> VU weight in load test\n-- This is the query that replaces stakeholder opinion with production data\n\nSELECT\n  count(*) AS session_count\nFROM PageView\nWHERE appName=\"your-app-name\"\nFACET\n  CASE\n    WHEN latest(pageUrl) LIKE '%\/confirmation%' THEN 'converted'\n    WHEN latest(pageUrl) LIKE '%\/payment%' THEN 'payment_drop'\n    WHEN latest(pageUrl) LIKE '%\/checkout%' THEN 'checkout_drop'\n    WHEN latest(pageUrl) LIKE '%\/cart%' THEN 'cart_abandon'\n    WHEN latest(pageUrl) LIKE '%\/product\/%' THEN 'browse_exit'\n    ELSE 'early_exit'\n  END AS journey_outcome\nSINCE '2025-11-28 11:00:00'\nUNTIL '2025-11-28 11:59:59'\n<\/code><\/pre>\n<p><strong>k6 \u06cc\u0627 JMeter \u06a9\u0646\u0641\u06cc\u06af\u0631\u06cc\u0634\u0646 \u0645\u06cc\u06ba\u06d4<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>Query 7D \u0633\u06d2 \u0622\u0624\u0679 \u067e\u0679 \u062c\u0648 \u0679\u06cc\u0633\u0679 \u06a9\u06d2 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 VU \u0648\u0632\u0646 \u06a9\u0648 \u0644\u0648\u0688 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0628\u0631\u0627\u06c1 \u0631\u0627\u0633\u062a \u0646\u0642\u0634\u06c1 \u0628\u0646\u0627\u062a\u0627 \u06c1\u06d2:<\/th>\n<th>\u0633\u0641\u0631_\u0646\u062a\u06cc\u062c\u06c1<\/th>\n<th>\u0633\u06cc\u0634\u0646_\u06a9\u0627\u0624\u0646\u0679<\/th>\n<th>% \u0628\u0646\u062f\u0648\u0642<\/th>\n<th>\u0627\u0648\u0633\u0637 \u0645\u062f\u062a<\/th>\n<th>\u0627\u0648\u0633\u0637 \u0635\u0641\u062d\u06c1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u0627\u0645<\/td>\n<td>\u0628\u0631\u0627\u0624\u0632_\u0627\u06cc\u0646\u0688<\/td>\n<td>7,214<\/td>\n<td>25.4%<\/td>\n<td>3 \u0645\u0646\u0679 08 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>2.8<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0635\u0631\u0641 \u0627\u06cc\u06a9\u0633\u067e\u0644\u0648\u0631\u06cc\u0634\u0646 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06c1 - VU \u0648\u0632\u0646 25%<\/strong><\/td>\n<td><strong>\u06a9\u0627\u0631\u0679 \u0686\u06be\u0648\u0691 \u062f\u0648<\/strong><\/td>\n<td><strong>5,380<\/strong><\/td>\n<td>18.9%<\/td>\n<td>5 \u0645\u0646\u0679 12 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>4.1<\/td>\n<\/tr>\n<tr>\n<td>\u06a9\u0627\u0631\u0679 \u0633\u06d2 \u0628\u0627\u06c1\u0631 \u0646\u06a9\u0644\u0646\u06d2 \u06a9\u0627 \u0645\u0646\u0638\u0631 - 19% VU \u0648\u0632\u0646\u060c \u06a9\u0627\u0631\u0679 API \u0632\u0648\u0631<\/td>\n<td>\u062c\u0644\u062f \u062e\u062a\u0645 \u06a9\u0631\u0646\u0627<\/td>\n<td>4,694<\/td>\n<td>16.5%<\/td>\n<td>0 \u0645\u0646\u0679 52 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>1.1<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u0627\u0624\u0646\u0633 \u0679\u0631\u06cc\u0641\u06a9 - 16% VU \u0648\u0632\u0646\u060c \u06a9\u0645 \u0627\u0632 \u06a9\u0645 \u062a\u0633\u0644\u06cc\u0645 \u06a9\u0631\u0646\u06d2 \u06a9\u0627 \u0648\u0642\u062a<\/td>\n<td>\u0686\u06cc\u06a9 \u0622\u0624\u0679_\u0688\u0631\u0627\u067e<\/td>\n<td>4,396<\/td>\n<td>15.5%<\/td>\n<td>8 \u0645\u0646\u0679 44 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>5.9<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u062a\u0631\u06a9 \u06a9\u0631\u0646\u0627 - VU \u0648\u0632\u0646 15%\u060c \u0634\u067e\u0646\u06af \u0641\u0627\u0631\u0645 \u0679\u06cc\u0633\u0679<\/strong><\/td>\n<td><strong>\u062a\u0628\u062f\u06cc\u0644<\/strong><\/td>\n<td><strong>3,706<\/strong><\/td>\n<td>13.1%<\/td>\n<td>14 \u0645\u0646\u0679 20 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>8.2<\/td>\n<\/tr>\n<tr>\n<td>\u06a9\u0644 \u0641\u0646\u0644 - 13% VU \u0648\u0632\u0646\u060c \u0633\u0628 \u0633\u06d2 \u0627\u06c1\u0645 \u0631\u0627\u0633\u062a\u06c1<\/td>\n<td>payment_delete<\/td>\n<td>3,020<\/td>\n<td>10.6%<\/td>\n<td>11 \u0645\u0646\u0679 02 \u0633\u06cc\u06a9\u0646\u0688<\/td>\n<td>7.1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"heading-107-dynatrace-usql-equivalent\">\u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u06a9\u06cc \u0645\u0646\u0633\u0648\u062e\u06cc - VU \u06a9\u0627 \u0648\u0632\u0646 11%\u060c \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc API \u067e\u0631 \u0632\u0648\u0631<\/h3>\n<p>10.7 \u0688\u0627\u0626\u0646\u0679\u0631\u06cc\u0633 - \u06cc\u0648 \u0627\u06cc\u0633 \u06a9\u06cc\u0648 \u0627\u06cc\u0644 \u06a9\u06cc \u0637\u0631\u062d <code>usersession<\/code> Dynatrace \u0633\u0641\u0631 \u06a9\u06d2 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u06c1\u0645 \u0641\u0648\u0627\u0626\u062f \u067e\u06cc\u0634 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-sql\">\/\/ Dynatrace USQL: per-session journey record with outcome\n\/\/ usersession stores the full action array natively on the entity\n\nSELECT\n  sessionId,\n  userActions.name[0] AS entry_action,\n  userActions.name[userActionCount - 1] AS exit_action,\n  COUNT(userActions) AS total_actions,\n  duration AS session_ms,\n  CASE WHEN userActions.name[userActionCount - 1]\n    LIKE '%confirmation%' THEN 'converted'\n    ELSE 'not_converted' END AS outcome\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nORDER BY duration DESC\nLIMIT 500\n<\/code><\/pre>\n<pre><code class=\"language-sql\">\/\/ Dynatrace USQL: heatmap counts --- no subquery needed\n\/\/ userActions.name[0] = first action, [-1] = last action\n\nSELECT\n  userActions.name[0] AS entry_action,\n  userActions.name[userActionCount - 1] AS exit_action,\n  COUNT(*) AS session_count\nFROM usersession\nWHERE\n  startTime > '2025-11-28T11:00:00'\n  AND startTime < '2025-11-28T11:59:59'\n  AND applicationType=\"BROWSER\"\nGROUP BY\n  userActions.name[0],\n  userActions.name[userActionCount - 1]\nORDER BY session_count DESC\nLIMIT 50\n<\/code><\/pre>\n<h2 id=\"heading-11-conclusion\">\u06c1\u0633\u062a\u06cc \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u06c1\u06cc \u0633\u06cc\u0634\u0646 \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e \u0645\u06cc\u06ba \u06a9\u0627\u0631\u0631\u0648\u0627\u0626\u06cc\u0648\u06ba \u06a9\u06cc \u067e\u0648\u0631\u06cc \u062a\u0631\u062a\u06cc\u0628 \u06a9\u0648 \u0630\u062e\u06cc\u0631\u06c1 \u06a9\u0631\u062a\u06cc \u06c1\u06d2\u06d4 \u067e\u06c1\u0644\u06d2 \u0627\u0648\u0631 \u0622\u062e\u0631\u06cc \u0622\u067e\u0631\u06cc\u0634\u0646\u0632 \u062a\u06a9 \u0631\u0633\u0627\u0626\u06cc \u062d\u0627\u0635\u0644 \u06a9\u06cc \u062c\u0627 \u0633\u06a9\u062a\u06cc \u06c1\u06d2 \u0633\u0631\u0646\u06cc \u0627\u0634\u0627\u0631\u06cc\u06c1 \u0633\u0627\u0632\u06cc \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u0633\u0628\u06a9\u0648\u0631\u06cc\u0632 \u06cc\u0627 \u0688\u0628\u0644 \u200b\u200bFACETs \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06a9\u06d2 \u0628\u063a\u06cc\u0631\u06d4<\/h2>\n<p>11. \u0646\u062a\u06cc\u062c\u06c1<\/p>\n<p>\u0627\u06af\u0631 \u0622\u067e \u0646\u06d2 \u067e\u0648\u0631\u06cc \u0637\u0631\u062d \u0627\u0633 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u06a9\u06cc \u067e\u06cc\u0631\u0648\u06cc \u06a9\u06cc \u06c1\u06d2\u060c \u062a\u0648 \u0627\u0628 \u0622\u067e \u06a9\u06d2 \u067e\u0627\u0633 \u0627\u06cc\u06a9 \u0648\u0631\u06a9 \u0644\u0648\u0688 \u0645\u0627\u0688\u0644 \u06c1\u06d2 \u062c\u06c1\u0627\u06ba \u062a\u0645\u0627\u0645 \u0646\u0645\u0628\u0631\u0632 (RPS \u0679\u0627\u0631\u06af\u0679\u060c VU \u0634\u0645\u0627\u0631\u060c \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06d2 \u0648\u0632\u0646\u060c \u0679\u06cc\u0633\u0679 \u06a9\u06cc \u0645\u062f\u062a) \u06a9\u0648 \u062d\u0642\u06cc\u0642\u06cc \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u062e\u0635\u0648\u0635 \u0645\u0634\u0627\u06c1\u062f\u0627\u062a\u06cc \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u06d2 \u0644\u06cc\u06d2 \u0648\u0627\u067e\u0633 \u0679\u0631\u06cc\u0633 \u06a9\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u06cc\u06c1 \u0679\u0631\u06cc\u0633 \u0627\u06cc\u0628\u0644\u0679\u06cc \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679\u0646\u06af \u06a9\u0648 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0646\u0627\u062a\u06cc \u06c1\u06d2\u06d4 \u0622\u067e \u0627\u0646\u06c1\u06cc\u06ba \u0628\u0627\u0644\u06a9\u0644 \u062f\u06a9\u06be\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u0646\u06d2 100 \u06a9\u0627 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 114 RPS \u06a9\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u06cc\u0648\u06ba \u06a9\u06cc\u0627 \u0627\u0648\u0631 \u0622\u067e \u06a9\u06cc \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u06a9\u0627 \u0645\u0646\u0638\u0631 \u0622\u067e \u06a9\u0648 \u0645\u06cc\u0679\u0646\u06af \u0645\u06cc\u06ba \u0645\u0648\u062c\u0648\u062f \u06a9\u0633\u06cc \u06a9\u06d2 \u0627\u0646\u062f\u0627\u0632\u06c1 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 VU \u06a9\u0627 15% \u06a9\u06cc\u0648\u06ba \u062d\u0627\u0635\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p><strong>\u0627\u06af\u0644\u0627 \u0645\u0631\u062d\u0644\u06c1 \u06af\u0679 \u06c1\u0628 \u0633\u06d2 \u0686\u0648\u0679\u06cc \u0648\u0631\u06a9 \u0644\u0648\u0688 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627\u0631 \u06a9\u0648 \u06a9\u0644\u0648\u0646 \u06a9\u0631\u0646\u0627 \u06c1\u06d2\u060c \u0627\u0633\u06d2 \u0627\u067e\u0646\u06d2 \u0646\u0626\u06d2 \u0631\u06cc\u0644\u06cc\u06a9 \u06cc\u0627 \u0688\u0627\u0626\u0646\u06cc\u0679\u0631\u06cc\u0633 \u0627\u06a9\u0627\u0624\u0646\u0679 \u06a9\u06cc \u0637\u0631\u0641 \u0627\u0634\u0627\u0631\u06c1 \u06a9\u0631\u06cc\u06ba\u060c \u0627\u0648\u0631 \u0627\u0633\u06d2 \u067e\u0686\u06be\u0644\u06d2 \u0633\u0627\u0644 \u06a9\u06cc \u0686\u0648\u0679\u06cc \u06a9\u06cc \u06a9\u06be\u0691\u06a9\u06cc \u06a9\u06d2 \u062e\u0644\u0627\u0641 \u0686\u0644\u0627\u0626\u06cc\u06ba\u06d4 \u0622\u0624\u0679 \u067e\u0679 \u0622\u067e \u06a9\u0648 \u0628\u062a\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0645\u0648\u062c\u0648\u062f\u06c1 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0646\u0641\u06cc\u06af\u0631\u06cc\u0634\u0646 \u06a9\u0648 \u0627\u0635\u0644 \u0679\u0631\u06cc\u0641\u06a9 \u06a9\u06d2 \u0645\u0637\u0627\u0628\u0642 \u0628\u0646\u0627\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2 \u06cc\u0627 \u06a9\u0633\u06cc \u067e\u0644\u0627\u0646\u0646\u06af \u06a9\u0627\u0644 \u0633\u06d2 \u06a9\u0633\u06cc \u06a9\u06d2 \u0628\u06c1\u062a\u0631\u06cc\u0646 \u0627\u0646\u062f\u0627\u0632\u06d2 \u06a9\u06d2 \u0645\u0637\u0627\u0628\u0642\u06d4<\/strong> \u0628\u0646\u06cc\u0627\u062f\u06cc \u0627\u0635\u0648\u0644:<\/p>\n<h3 id=\"heading-111-quick-reference-complete-query-sequence\">\u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u06a9\u0646\u0641\u06cc\u06af\u0631\u06cc\u0634\u0646\u0632 \u06a9\u06cc \u06a9\u0633\u06cc \u0628\u06be\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0648 \u0627\u0635\u0644 \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0688\u06cc\u0679\u0627 \u06a9\u06d2 \u062e\u0644\u0627\u0641 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0648 \u0679\u0631\u06cc\u06a9 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u06d4 \u0627\u06af\u0631 \u0622\u067e \u0645\u0634\u0627\u06c1\u062f\u0627\u062a\u06cc \u0631\u06cc\u06a9\u0627\u0631\u0688 \u06a9\u06cc \u0637\u0631\u0641 \u0627\u0634\u0627\u0631\u06c1 \u0646\u06c1\u06cc\u06ba \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u062c\u0648 VUs\u060c RPS \u06af\u0648\u0644\u0632\u060c \u06cc\u0627 \u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06d2 \u0648\u0632\u0646 \u06a9\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0648 \u062f\u0631\u0633\u062a \u062b\u0627\u0628\u062a \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u060c \u062a\u0648 \u0648\u06c1 \u0646\u0645\u0628\u0631\u0632 \u0627\u0646\u062f\u0627\u0632\u06d2 \u06c1\u06cc\u06ba\u06d4 \u06cc\u06c1 \u0637\u0631\u06cc\u0642\u06c1 \u06a9\u0627\u0631 \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u062a\u06cc\u0627\u0631\u06cc \u06a9\u06d2 \u0628\u0627\u0631\u06d2 \u0645\u06cc\u06ba \u0627\u0646\u062f\u0627\u0632\u06d2 \u06a9\u0648 \u062e\u062a\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/h3>\n<table>\n<thead>\n<tr>\n<th>11.1 \u0641\u0648\u0631\u06cc \u062d\u0648\u0627\u0644\u06c1: \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u06a9\u06cc \u062a\u0631\u062a\u06cc\u0628 \u0645\u06a9\u0645\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/th>\n<th>\u0642\u062f\u0645<\/th>\n<th>\u06c1\u062f\u0641<\/th>\n<th>\u0646\u06cc\u0648 \u0631\u06cc\u0644\u06cc\u06a9 (NRQL)<\/th>\n<th>Dynatrace (USQL)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u062d\u0633\u0627\u0628<\/strong><\/td>\n<td>1<\/td>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0645\u0648\u0633\u0645<\/td>\n<td>\u067e\u06cc\u062c \u0648\u06cc\u0648\u0632\/\u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646\u0632 FACET \u062a\u0627\u0631\u06cc\u062e (\u0679\u0627\u0626\u0645 \u0627\u0633\u0679\u06cc\u0645\u067e)<\/td>\n<td>\u0635\u0627\u0631\u0641 \u06a9\u0627 \u0633\u06cc\u0634\u0646 \u06af\u0631\u0648\u067e \u062a\u0627\u0631\u06cc\u062e \u062a\u06a9<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0645\u0648\u0633\u0645<\/strong><\/td>\n<td>2<\/td>\n<td>\u0686\u0648\u0679\u06cc \u06a9\u0627 \u0648\u0642\u062a<\/td>\n<td>\u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646 \u0679\u0627\u0626\u0645 \u0633\u06cc\u0631\u06cc\u0632 1 \u06af\u06be\u0646\u0679\u06c1<\/td>\n<td>\u06cc\u0648\u0632\u0631 \u0633\u06cc\u0634\u0646 \u06af\u0631\u0648\u067e DATETIME \u062a\u06a9<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u06a9\u06d2 \u0627\u0648\u0642\u0627\u062a<\/strong><\/td>\n<td>3<\/td>\n<td>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679\/RPS<\/td>\n<td>\u0679\u0631\u0627\u0646\u0632\u06cc\u06a9\u0634\u0646 \u0679\u0627\u0626\u0645 \u0633\u06cc\u0631\u06cc\u0632 1 \u0645\u0646\u0679<\/td>\n<td>\u0635\u0627\u0631\u0641 \u06a9\u0627 \u0633\u06cc\u0634\u0646 \u06af\u0631\u0648\u067e \u0628\u0630\u0631\u06cc\u0639\u06c1 DATETIME<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0686\u0648\u0679\u06cc \u0645\u0646\u0679 + \u0622\u0631 \u067e\u06cc \u0627\u06cc\u0633<\/strong><\/td>\n<td>4<\/td>\n<td>\u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u0627 \u0645\u0631\u06a9\u0628<\/td>\n<td>\u0644\u06cc\u0646 \u062f\u06cc\u0646 \u06a9\u06d2 \u0686\u06c1\u0631\u06d2 \u06a9\u0627 \u0646\u0627\u0645 + \u0635\u0641\u062d\u06c1 \u062f\u06cc\u06a9\u06be\u06cc\u06ba \u0686\u06c1\u0631\u06c1 \u0635\u0641\u062d\u06c1 URL<\/td>\n<td>Useraction GROUP BY userActionName ORDER BY action_count DESC<\/td>\n<\/tr>\n<tr>\n<td><strong>% \u0648\u0632\u0646<\/strong><\/td>\n<td>5<\/td>\n<td>VU \u0641\u06cc \u0645\u0646\u0638\u0631\u0646\u0627\u0645\u06c1<\/td>\n<td>(\u0645\u0646\u0641\u0631\u062f \u0634\u0645\u0627\u0631(\u0633\u06cc\u0634\u0646) \u00d7 \u0627\u0648\u0633\u0637(\u0633\u06cc\u0634\u0646 \u06a9\u0627 \u062f\u0648\u0631\u0627\u0646\u06cc\u06c1)) \/ 3600 FACET \u0633\u0641\u0631 \u06a9\u0627 \u0646\u062a\u06cc\u062c\u06c1<\/td>\n<td>(\u0634\u0645\u0627\u0631<\/td>\n<\/tr>\n<tr>\n<td><strong>\u00d7 AVG (\u0645\u062f\u062a)\/1000) \/ 3600<\/strong><\/td>\n<td>\u0645\u0646\u0638\u0631 \u0646\u0627\u0645\u06d2 \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 VUs<\/td>\n<td>6<\/td>\n<td>\u06a9\u0644 VU \u067e\u0648\u0644<em>\u0627\u0644\u06af \u0634\u0645\u0627\u0631 (\u0633\u06cc\u0634\u0646)<\/em>\u0634\u0645\u0627\u0631(<\/td>\n<td>)\u060c AVG(\u0645\u062f\u062a)\/1000\u060c (COUNT(<\/td>\n<\/tr>\n<tr>\n<td><strong>) \u00d7 AVG(\u0645\u062f\u062a)\/1000)\/3600 \u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u06cc\u0634\u0646 \u0633\u06d2<\/strong><\/td>\n<td>VU \u0686\u06be\u062a<\/td>\n<td>7A<\/td>\n<td>\u0633\u06cc\u0634\u0646 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0645\u062e\u0635\u0648\u0635 \u0631\u06cc\u06a9\u0627\u0631\u0688\u0646\u06af[0]\u0633\u06cc\u0634\u0646 \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u060c \u067e\u06c1\u0644\u0627\/\u062a\u0627\u0632\u06c1 \u062a\u0631\u06cc\u0646 (pageUrl)\u060c \u0634\u0645\u0627\u0631 (pageUrl) PageView FACET \u0633\u06cc\u0634\u0646 \u0633\u06d2[userActionCount-1] \u0635\u0627\u0631\u0641 ID\u060c userActions.name \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u06d4<\/td>\n<td>userActions.name<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0635\u0627\u0631\u0641 \u06a9\u06d2 \u0633\u06cc\u0634\u0646 \u0645\u06cc\u06ba<\/strong><\/td>\n<td>1 \u0642\u0637\u0627\u0631\/\u0633\u06cc\u0634\u0646<\/td>\n<td>7B<\/td>\n<td>\u067e\u0627\u062a\u06be \u0645\u06cc\u0679\u0631\u06a9\u0633 (\u06c1\u06cc\u0679 \u0645\u06cc\u067e)[0]\u0634\u0645\u0627\u0631[userActionCount-1]<\/td>\n<td>\u0627\u0628\u062a\u062f\u0627\u0626\u06cc FACET(pageUrl)\u060c \u062a\u0627\u0632\u06c1 \u062a\u0631\u06cc\u0646(pageUrl) ORDER BY session_count DESC<\/td>\n<\/tr>\n<tr>\n<td><strong>userActions.name \u06a9\u06d2 \u0644\u062d\u0627\u0638 \u0633\u06d2 \u06af\u0631\u0648\u067e \u06a9\u0631\u06cc\u06ba\u06d4<\/strong><\/td>\n<td>userActions.name<\/td>\n<td>\u06c1\u06cc\u0679 \u0645\u06cc\u067e \u0633\u06cc\u0644 \u06a9\u0627\u0624\u0646\u0679<\/td>\n<td>7C[userActionCount-1]\u0641\u06cc \u0633\u06cc\u0634\u0646 + \u0646\u062a\u06cc\u062c\u06c1 \u0628\u0627\u0644\u0679\u06cc<\/td>\n<td>\u0633\u06cc\u0634\u0646 \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u060c \u067e\u06c1\u0644\u0627\/\u062a\u0627\u0632\u06c1 \u062a\u0631\u06cc\u0646(pageUrl)\u060c CASE(\u062a\u0627\u0632\u06c1 \u062a\u0631\u06cc\u0646(pageUrl)) PageView FACET \u0633\u06cc\u0634\u0646 \u0633\u06d2 Journey_outcome \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0635\u0627\u0631\u0641 ID\u060c userActions.name \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u06d4<\/strong><\/td>\n<td>CASE(...) \u0635\u0627\u0631\u0641 \u0633\u06cc\u0634\u0646 \u0633\u06d2 \u0633\u0641\u0631_\u0646\u062a\u06cc\u062c\u06c1 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631<\/td>\n<td>1 \u0642\u0637\u0627\u0631\/\u0633\u06cc\u0634\u0646 + \u0646\u062a\u06cc\u062c\u06c1 \u06a9\u0627 \u0644\u06cc\u0628\u0644<\/td>\n<td>7D<\/td>\n<td>\u0646\u062a\u06cc\u062c\u06d2 \u0645\u06cc\u06ba VU \u0648\u0632\u0646<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>SEDAFACET CASE(\u062a\u0627\u0632\u06c1 \u062a\u0631\u06cc\u0646(pageUrl)) AS travel_resultGROUP BY full CASE expression ORDER BY session_count DESCcenario % split<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06af\u0631 \u0622\u067e \u0646\u06d2 \u06a9\u0628\u06be\u06cc \u0628\u06be\u06cc APM \u0679\u0648\u0644 \u0633\u06d2 \u0627\u0633 \u0633\u0648\u0627\u0644 \u06a9\u0627 \u062c\u0648\u0627\u0628 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0648 \u062f\u0646 \u06af\u0632\u0627\u0631\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 &quot;\u0645\u062c\u06be\u06d2 \u06a9\u062a\u0646\u06d2 \u0648\u0631\u0686\u0648\u0626\u0644 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0648 \u0644\u0648\u0688 \u0679\u06cc\u0633\u0679 \u0645\u06cc\u06ba \u0686\u0644\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u061f&#8221;\u060c \u062a\u0648 \u06cc\u06c1 \u0679\u06cc\u0648\u0679\u0648\u0631\u06cc\u0644 \u0622\u067e \u06a9\u06d2 \u0644\u06cc\u06d2 \u06c1\u06d2\u06d4 \u0622\u062e\u0631 \u0645\u06cc\u06ba\u060c \u0622\u067e \u062f\u06cc\u06a9\u06be\u06cc\u06ba \u06af\u06d2 \u06a9\u06c1 \u06a9\u0633\u06cc \u0628\u06be\u06cc \u0686\u06cc\u0632 \u06a9\u0627 \u0627\u0646\u062f\u0627\u0632\u06c1 \u0644\u06af\u0627\u0626\u06d2 \u0628\u063a\u06cc\u0631\u060c 5 \u0645\u0646\u0679 \u0633\u06d2 \u0628\u06be\u06cc \u06a9\u0645 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":27378,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-27377","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/posts\/27377","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/comments?post=27377"}],"version-history":[{"count":1,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/posts\/27377\/revisions"}],"predecessor-version":[{"id":27379,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/posts\/27377\/revisions\/27379"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/media\/27378"}],"wp:attachment":[{"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/media?parent=27377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/categories?post=27377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umang.pk\/en_us\/wp-json\/wp\/v2\/tags?post=27377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}