{"id":15524,"date":"2023-04-03T10:08:20","date_gmt":"2023-04-03T06:38:20","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp\/"},"modified":"2023-04-03T10:08:20","modified_gmt":"2023-04-03T06:38:20","slug":"filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp\/","title":{"rendered":"\u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0628\u0631 \u0631\u0648\u06cc DENSE_RANK() \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a DISTINCT \u067e\u0627\u06cc\u06cc\u0646\u200c\u0631\u0641\u062a\u0647 \u062f\u0631 YugabyteDB"},"content":{"rendered":"<div data-article-id=\"1413325\" id=\"article-body\">\n<p>\u062a\u0648\u0627\u0628\u0639 \u062a\u062d\u0644\u06cc\u0644\u06cc SQL (\u0628\u0627 \u0646\u0627\u0645 \u0645\u0633\u062a\u0639\u0627\u0631 \u062a\u0648\u0627\u0628\u0639 \u067e\u0646\u062c\u0631\u0647) \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0631\u062f\u06cc\u0641 \u0627\u0648\u0644 \u062f\u0631 \u06cc\u06a9 \u067e\u0646\u062c\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u0627\u0628\u0639 \u062a\u062d\u0644\u06cc\u0644\u06cc \u062f\u0631 \u06cc\u06a9 \u067e\u0631\u0633\u0634 \u0641\u0631\u0639\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0628\u0639\u062f\u0627 \u0641\u06cc\u0644\u062a\u0631 \u0634\u0648\u062f\u060c \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0628\u0631\u062e\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u062f.  \u0645\u0646 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u062f\u0631 \u0637\u0648\u0644 \u0627\u0633\u06a9\u0646 \u0634\u0627\u062e\u0635\u060c \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u0633\u0627\u062f\u0647 \u0628\u0627 \u0646\u0648\u0639 \u0645\u0634\u0627\u0647\u062f\u0647\u060c \u0646\u0627\u0645\u060c \u0645\u062a\u0646 \u0648 \u0645\u0647\u0631 \u0632\u0645\u0627\u0646\u06cc \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">drop<\/span> <span class=\"k\">table<\/span> <span class=\"n\">observations<\/span><span class=\"p\">;<\/span>\n<span class=\"k\">create<\/span> <span class=\"n\">extension<\/span> <span class=\"n\">if<\/span> <span class=\"k\">not<\/span> <span class=\"k\">exists<\/span> <span class=\"n\">orafce<\/span><span class=\"p\">;<\/span>\n<span class=\"k\">create<\/span> <span class=\"k\">table<\/span> <span class=\"n\">observations<\/span> <span class=\"p\">(<\/span>\n <span class=\"k\">primary<\/span> <span class=\"k\">key<\/span> <span class=\"p\">(<\/span> <span class=\"n\">observation_type<\/span> <span class=\"k\">asc<\/span><span class=\"p\">,<\/span><span class=\"n\">observation_name<\/span> <span class=\"k\">asc<\/span><span class=\"p\">,<\/span> <span class=\"n\">observation_date<\/span> <span class=\"k\">desc<\/span> <span class=\"p\">)<\/span>\n <span class=\"p\">,<\/span> <span class=\"n\">observation_type<\/span> <span class=\"nb\">text<\/span>\n <span class=\"p\">,<\/span> <span class=\"n\">observation_name<\/span> <span class=\"nb\">text<\/span>\n <span class=\"p\">,<\/span> <span class=\"n\">observation_date<\/span> <span class=\"n\">timestamptz<\/span>\n <span class=\"p\">,<\/span> <span class=\"n\">observation_text<\/span> <span class=\"nb\">text<\/span>\n<span class=\"p\">);<\/span>\n<span class=\"k\">insert<\/span> <span class=\"k\">into<\/span> <span class=\"n\">observations<\/span> <span class=\"k\">select<\/span> \n<span class=\"n\">dbms_random<\/span><span class=\"p\">.<\/span><span class=\"n\">string<\/span><span class=\"p\">(<\/span><span class=\"s1\">'U'<\/span><span class=\"p\">,<\/span><span class=\"mi\">1<\/span><span class=\"p\">),<\/span><span class=\"n\">dbms_random<\/span><span class=\"p\">.<\/span><span class=\"n\">string<\/span><span class=\"p\">(<\/span><span class=\"s1\">'U'<\/span><span class=\"p\">,<\/span><span class=\"mi\">2<\/span><span class=\"p\">),<\/span><span class=\"n\">clock_timestamp<\/span><span class=\"p\">(),<\/span> <span class=\"n\">dbms_random<\/span><span class=\"p\">.<\/span><span class=\"n\">string<\/span><span class=\"p\">(<\/span><span class=\"s1\">'L'<\/span><span class=\"p\">,<\/span><span class=\"mi\">100<\/span><span class=\"p\">)<\/span> <span class=\"k\">from<\/span> <span class=\"n\">generate_series<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"mi\">1000<\/span><span class=\"p\">);<\/span>\n<span class=\"err\">\\<\/span><span class=\"n\">watch<\/span> <span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">01<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp\/#DENSE_RANK_1\" >DENSE_RANK() = 1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp\/#%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88%DB%8C_%D9%85%D8%AA%D9%85%D8%A7%DB%8C%D8%B2_%D9%88_%D8%A7%D8%B3%DA%A9%D8%A7%D9%84%D8%B1\" >\u067e\u0631\u0633 \u0648 \u062c\u0648\u06cc \u0645\u062a\u0645\u0627\u06cc\u0632 \u0648 \u0627\u0633\u06a9\u0627\u0644\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/filtering-on-denserank-optimized-as-pushed-down-distinct-in-yugabytedb-5mp\/#%D9%BE%DB%8C%D9%88%D8%B3%D8%AA%D9%86_DISTINCT_%D9%88_LATERAL\" >\u067e\u06cc\u0648\u0633\u062a\u0646 DISTINCT \u0648 LATERAL<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"DENSE_RANK_1\"><\/span>\n<p>  DENSE_RANK() = 1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0622\u062e\u0631\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u0639 \u062e\u0627\u0635 \u0645\u06cc \u062e\u0648\u0627\u0647\u0645.<br \/>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u062c\u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DENSE_RANK() \u0648 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0631\u062a\u0628\u0647 \u0634\u0645\u0627\u0631\u0647 1 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">explain<\/span> <span class=\"p\">(<\/span><span class=\"k\">analyze<\/span><span class=\"p\">,<\/span> <span class=\"n\">dist<\/span><span class=\"p\">,<\/span> <span class=\"n\">costs<\/span> <span class=\"k\">off<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">select<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_text\"<\/span> \n<span class=\"k\">from<\/span> <span class=\"p\">(<\/span>\n <span class=\"k\">select<\/span> <span class=\"o\">*<\/span><span class=\"p\">,<\/span> <span class=\"n\">dense_rank<\/span> <span class=\"p\">()<\/span> <span class=\"n\">over<\/span> <span class=\"p\">(<\/span>\n  <span class=\"k\">partition<\/span> <span class=\"k\">by<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span> \n  <span class=\"k\">order<\/span> <span class=\"k\">by<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_date\"<\/span> <span class=\"k\">desc<\/span>\n <span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">rank_number<\/span> <span class=\"k\">from<\/span> <span class=\"n\">observations<\/span> <span class=\"n\">o<\/span>\n <span class=\"k\">where<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'Z'<\/span>\n<span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">o<\/span> <span class=\"k\">where<\/span> <span class=\"nv\">\"o\"<\/span><span class=\"p\">.<\/span><span class=\"n\">rank_number<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span>\n<span class=\"p\">;<\/span>\n\n\n                                                     <span class=\"n\">QUERY<\/span> <span class=\"n\">PLAN<\/span>\n<span class=\"c1\">---------------------------------------------------------------------------------------------------------------------<\/span>\n <span class=\"n\">Subquery<\/span> <span class=\"n\">Scan<\/span> <span class=\"k\">on<\/span> <span class=\"n\">o<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">3<\/span><span class=\"p\">.<\/span><span class=\"mi\">176<\/span><span class=\"p\">..<\/span><span class=\"mi\">466<\/span><span class=\"p\">.<\/span><span class=\"mi\">641<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n   <span class=\"n\">Filter<\/span><span class=\"p\">:<\/span> <span class=\"p\">(<\/span><span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"n\">rank_number<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n   <span class=\"k\">Rows<\/span> <span class=\"n\">Removed<\/span> <span class=\"k\">by<\/span> <span class=\"n\">Filter<\/span><span class=\"p\">:<\/span> <span class=\"mi\">162857<\/span>\n   <span class=\"o\">-&gt;<\/span>  <span class=\"n\">WindowAgg<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">3<\/span><span class=\"p\">.<\/span><span class=\"mi\">174<\/span><span class=\"p\">..<\/span><span class=\"mi\">456<\/span><span class=\"p\">.<\/span><span class=\"mi\">372<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">163000<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n         <span class=\"o\">-&gt;<\/span>  <span class=\"k\">Index<\/span> <span class=\"n\">Scan<\/span> <span class=\"k\">using<\/span> <span class=\"n\">observations_pkey<\/span> <span class=\"k\">on<\/span> <span class=\"n\">observations<\/span> <span class=\"n\">o_1<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">3<\/span><span class=\"p\">.<\/span><span class=\"mi\">156<\/span><span class=\"p\">..<\/span><span class=\"mi\">342<\/span><span class=\"p\">.<\/span><span class=\"mi\">562<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">163000<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n               <span class=\"k\">Index<\/span> <span class=\"n\">Cond<\/span><span class=\"p\">:<\/span> <span class=\"p\">(<\/span><span class=\"n\">observation_type<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'Z'<\/span><span class=\"p\">::<\/span><span class=\"nb\">text<\/span><span class=\"p\">)<\/span>\n               <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"k\">Read<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">160<\/span>\n               <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">228<\/span><span class=\"p\">.<\/span><span class=\"mi\">001<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Planning<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">103<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">466<\/span><span class=\"p\">.<\/span><span class=\"mi\">741<\/span> <span class=\"n\">ms<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"k\">Read<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">160<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"k\">Write<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">228<\/span><span class=\"p\">.<\/span><span class=\"mi\">001<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Peak<\/span> <span class=\"n\">Memory<\/span> <span class=\"k\">Usage<\/span><span class=\"p\">:<\/span> <span class=\"mi\">491<\/span> <span class=\"n\">kB<\/span>\n<span class=\"p\">(<\/span><span class=\"mi\">14<\/span> <span class=\"k\">rows<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u062e\u0648\u0627\u0646\u062f\u0647 \u0628\u0648\u062f <code>rows=163000<\/code> \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0628\u0627 <code>Storage Index Read Requests: 160<\/code> \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0648 \u0633\u067e\u0633 \u067e\u0633\u0648\u0646\u062f postgres \u062d\u0630\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a <code>Rows Removed by Filter: 162857<\/code> \u0627\u0632 \u0622\u0646 \u0631\u062f\u06cc\u0641 \u0647\u0627 \u0641\u0642\u0637 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f <code>rows=143<\/code> \u06a9\u0647 \u0641\u06cc\u0644\u062a\u0631 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88%DB%8C_%D9%85%D8%AA%D9%85%D8%A7%DB%8C%D8%B2_%D9%88_%D8%A7%D8%B3%DA%A9%D8%A7%D9%84%D8%B1\"><\/span>\n<p>  \u067e\u0631\u0633 \u0648 \u062c\u0648\u06cc \u0645\u062a\u0645\u0627\u06cc\u0632 \u0648 \u0627\u0633\u06a9\u0627\u0644\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u062e\u0648\u0627\u0646\u062f\u0646 \u062a\u0646\u0647\u0627 \u0631\u062f\u06cc\u0641\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632\u060c \u0645\u062d\u062f\u0648\u062f \u06a9\u0631\u062f\u0646 \u062a\u0645\u0627\u0633\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u060c \u0627\u0646\u062a\u0642\u0627\u0644 \u0648 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u062a\u06a9\u200c\u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0631\u062f. <\/p>\n<p>\u0627\u06cc\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u0634\u0627\u062e\u0635 \u0628\u0647 \u0644\u0637\u0641 \u0627\u0633\u06a9\u0646 \u0647\u06cc\u0628\u0631\u06cc\u062f\u06cc YugabyteDB \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a\u060c \u0627\u0645\u0627\u060c \u062d\u062f\u0627\u0642\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 (YB-2.17)\u060c \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u0646\u062c\u0631\u0647 \u0628\u0647 \u0627\u0633\u06a9\u0646 \u0634\u0627\u062e\u0635 \u067e\u0627\u06cc\u06cc\u0646 \u0646\u0645\u06cc \u0622\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0627\u0632\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0627\u0633\u06a9\u0646 \u062a\u0631\u06a9\u06cc\u0628\u06cc\u060c \u0627\u0632 DISTINCT \u062f\u0631 \u06cc\u06a9 \u067e\u0631\u0633\u0634 \u0641\u0631\u0639\u06cc \u0628\u0631\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc PARTITION BY \u067e\u0646\u062c\u0631\u0647 \u062a\u062d\u0644\u06cc\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645.  \u0633\u067e\u0633\u060c \u0628\u0631\u0627\u06cc \u0647\u0631 \u067e\u0646\u062c\u0631\u0647\u060c \u0622\u062e\u0631\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0632\u06cc\u0631\u067e\u0631\u0633 \u0648 \u062c\u0648\u06cc \u0627\u0633\u06a9\u0627\u0644\u0631 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u0645 \u06a9\u0647 ORDER BY \u0648 LIMIT \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u0648\u0644\u06cc\u0646 \u0633\u0637\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u0645 \u06a9\u0647 \u0645\u0639\u0627\u062f\u0644 DENSE_RANK()=1 \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">explain<\/span> <span class=\"p\">(<\/span><span class=\"k\">analyze<\/span><span class=\"p\">,<\/span> <span class=\"n\">dist<\/span><span class=\"p\">,<\/span> <span class=\"n\">costs<\/span> <span class=\"k\">off<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">select<\/span>  <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span> <span class=\"p\">,<\/span> <span class=\"p\">(<\/span>\n <span class=\"k\">select<\/span> <span class=\"n\">observation_text<\/span> \n <span class=\"k\">from<\/span> <span class=\"n\">observations<\/span> \n <span class=\"k\">where<\/span> <span class=\"p\">(<\/span>   <span class=\"n\">observation_type<\/span> <span class=\"p\">,<\/span>    <span class=\"n\">observation_name<\/span> <span class=\"p\">)<\/span>\n      <span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span><span class=\"p\">)<\/span>\n <span class=\"k\">order<\/span> <span class=\"k\">by<\/span> <span class=\"n\">observation_date<\/span> <span class=\"k\">desc<\/span>\n <span class=\"k\">limit<\/span> <span class=\"mi\">1<\/span>\n<span class=\"p\">)<\/span> <span class=\"k\">from<\/span> <span class=\"p\">(<\/span>\n <span class=\"c1\">-- get all distinct values with push down optimization<\/span>\n <span class=\"k\">select<\/span> <span class=\"k\">distinct<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span>\n <span class=\"k\">from<\/span> <span class=\"n\">observations<\/span> <span class=\"n\">o<\/span>\n <span class=\"c1\">-- use range condition to force an index scan<\/span>\n <span class=\"k\">where<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span> <span class=\"k\">between<\/span> <span class=\"s1\">'Z'<\/span> <span class=\"k\">and<\/span> <span class=\"s1\">'Z'<\/span>\n<span class=\"p\">)<\/span> <span class=\"n\">d<\/span>\n<span class=\"p\">;<\/span>\n\n                                                    <span class=\"n\">QUERY<\/span> <span class=\"n\">PLAN<\/span>\n<span class=\"c1\">-------------------------------------------------------------------------------------------------------------------<\/span>\n <span class=\"n\">Subquery<\/span> <span class=\"n\">Scan<\/span> <span class=\"k\">on<\/span> <span class=\"n\">d<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">757<\/span><span class=\"p\">..<\/span><span class=\"mi\">37<\/span><span class=\"p\">.<\/span><span class=\"mi\">104<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n   <span class=\"o\">-&gt;<\/span>  <span class=\"k\">Unique<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">392<\/span><span class=\"p\">..<\/span><span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">695<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n         <span class=\"o\">-&gt;<\/span>  <span class=\"k\">Index<\/span> <span class=\"n\">Scan<\/span> <span class=\"k\">using<\/span> <span class=\"n\">observations_pkey<\/span> <span class=\"k\">on<\/span> <span class=\"n\">observations<\/span> <span class=\"n\">o_1<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">391<\/span><span class=\"p\">..<\/span><span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">607<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n               <span class=\"k\">Index<\/span> <span class=\"n\">Cond<\/span><span class=\"p\">:<\/span> <span class=\"p\">((<\/span><span class=\"n\">observation_type<\/span> <span class=\"o\">&gt;=<\/span> <span class=\"s1\">'Z'<\/span><span class=\"p\">::<\/span><span class=\"nb\">text<\/span><span class=\"p\">)<\/span> <span class=\"k\">AND<\/span> <span class=\"p\">(<\/span><span class=\"n\">observation_type<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"s1\">'Z'<\/span><span class=\"p\">::<\/span><span class=\"nb\">text<\/span><span class=\"p\">))<\/span>\n               <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"k\">Read<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span>\n               <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">000<\/span> <span class=\"n\">ms<\/span>\n   <span class=\"n\">SubPlan<\/span> <span class=\"mi\">1<\/span>\n     <span class=\"o\">-&gt;<\/span>  <span class=\"k\">Limit<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">246<\/span><span class=\"p\">..<\/span><span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">246<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span><span class=\"p\">)<\/span>\n           <span class=\"o\">-&gt;<\/span>  <span class=\"k\">Index<\/span> <span class=\"n\">Scan<\/span> <span class=\"k\">using<\/span> <span class=\"n\">observations_pkey<\/span> <span class=\"k\">on<\/span> <span class=\"n\">observations<\/span> <span class=\"p\">(<\/span><span class=\"n\">actual<\/span> <span class=\"nb\">time<\/span><span class=\"o\">=<\/span><span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">237<\/span><span class=\"p\">..<\/span><span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">237<\/span> <span class=\"k\">rows<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span> <span class=\"n\">loops<\/span><span class=\"o\">=<\/span><span class=\"mi\">143<\/span><span class=\"p\">)<\/span>\n                 <span class=\"k\">Index<\/span> <span class=\"n\">Cond<\/span><span class=\"p\">:<\/span> <span class=\"p\">((<\/span><span class=\"n\">observation_type<\/span> <span class=\"o\">=<\/span> <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"n\">observation_type<\/span><span class=\"p\">)<\/span> <span class=\"k\">AND<\/span> <span class=\"p\">(<\/span><span class=\"n\">observation_name<\/span> <span class=\"o\">=<\/span> <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"n\">observation_name<\/span><span class=\"p\">))<\/span>\n                 <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"k\">Read<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span>\n                 <span class=\"k\">Storage<\/span> <span class=\"k\">Index<\/span> <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span><span class=\"p\">.<\/span><span class=\"mi\">224<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Planning<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">.<\/span><span class=\"mi\">614<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">37<\/span><span class=\"p\">.<\/span><span class=\"mi\">187<\/span> <span class=\"n\">ms<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"k\">Read<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">144<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"k\">Write<\/span> <span class=\"n\">Requests<\/span><span class=\"p\">:<\/span> <span class=\"mi\">0<\/span>\n <span class=\"k\">Storage<\/span> <span class=\"n\">Execution<\/span> <span class=\"nb\">Time<\/span><span class=\"p\">:<\/span> <span class=\"mi\">32<\/span><span class=\"p\">.<\/span><span class=\"mi\">000<\/span> <span class=\"n\">ms<\/span>\n <span class=\"n\">Peak<\/span> <span class=\"n\">Memory<\/span> <span class=\"k\">Usage<\/span><span class=\"p\">:<\/span> <span class=\"mi\">56<\/span> <span class=\"n\">kB<\/span>\n<span class=\"p\">(<\/span><span class=\"mi\">18<\/span> <span class=\"k\">rows<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0645 <code>between 'Z' and 'Z'<\/code> \u0632\u06cc\u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 YugabyteDB \u0627\u0632 Index Scan \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f <code>= 'Z'<\/code>.  \u0647\u0645\u06cc\u0634\u0647 \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u0627\u0646\u062c\u0627\u0645 \u0686\u0646\u06cc\u0646 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u062c\u0631\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u06a9 \u0646\u0638\u0631 \u062f\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D9%88%D8%B3%D8%AA%D9%86_DISTINCT_%D9%88_LATERAL\"><\/span>\n<p>  \u067e\u06cc\u0648\u0633\u062a\u0646 DISTINCT \u0648 LATERAL<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0628\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 \u06cc\u06a9 \u067e\u06cc\u0648\u0633\u062a LATERAL \u0628\u0647 \u062c\u0627\u06cc \u06cc\u06a9 \u0632\u06cc\u0631\u067e\u0631\u0633\u0648\u062c\u0648\u06cc\u06cc \u0627\u0633\u06a9\u0627\u0644\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">explain<\/span> <span class=\"p\">(<\/span><span class=\"k\">analyze<\/span><span class=\"p\">,<\/span> <span class=\"n\">dist<\/span><span class=\"p\">,<\/span> <span class=\"n\">costs<\/span> <span class=\"k\">off<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">select<\/span>  <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"o\">*<\/span>  <span class=\"k\">from<\/span> <span class=\"p\">(<\/span>\n <span class=\"c1\">-- get all distinct values with push down optimization<\/span>\n <span class=\"k\">select<\/span> <span class=\"k\">distinct<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span>\n <span class=\"k\">from<\/span> <span class=\"n\">observations<\/span> <span class=\"n\">o<\/span>\n <span class=\"c1\">-- use range condition to force an index scan<\/span>\n <span class=\"k\">where<\/span> <span class=\"n\">o<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span> <span class=\"k\">between<\/span> <span class=\"s1\">'Z'<\/span> <span class=\"k\">and<\/span> <span class=\"s1\">'Z'<\/span>\n<span class=\"p\">)<\/span> <span class=\"n\">d<\/span> <span class=\"p\">,<\/span> <span class=\"k\">lateral<\/span> <span class=\"p\">(<\/span>\n<span class=\"c1\">-- get additional information for each distinct value<\/span>\n<span class=\"k\">select<\/span> <span class=\"o\">*<\/span> <span class=\"k\">from<\/span> <span class=\"n\">observations<\/span>\n<span class=\"k\">where<\/span> <span class=\"p\">(<\/span>   <span class=\"n\">observation_type<\/span> <span class=\"p\">,<\/span>    <span class=\"n\">observation_name<\/span> <span class=\"p\">)<\/span>\n      <span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_type\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">d<\/span><span class=\"p\">.<\/span><span class=\"nv\">\"observation_name\"<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">order<\/span> <span class=\"k\">by<\/span> <span class=\"n\">observation_date<\/span> <span class=\"k\">desc<\/span>\n<span class=\"k\">limit<\/span> <span class=\"mi\">1<\/span>\n<span class=\"p\">)<\/span> <span class=\"n\">o<\/span>\n<span class=\"p\">;<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0637\u0631\u062d \u0627\u062c\u0631\u0627 \u0646\u06cc\u0632 \u0645\u0634\u0627\u0628\u0647 \u0627\u0633\u062a.  \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u0686\u06cc\u0632 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0622\u0646 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f <code>Rows Removed by Filter<\/code>\u060c <code>Index Scan<\/code> \u06cc\u0627 <code>Index Only Scan<\/code> \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u067e\u0631\u0633\u0634 \u0641\u0631\u0639\u06cc\u060c \u06a9\u0648\u0686\u06a9 <code>Storage Index Read Requests<\/code> \u0628\u0631\u0627\u06cc <code>Unique<\/code> \u0634\u0639\u0628\u0647 \u0648 \u06a9\u0644 <code>Storage Read Requests<\/code> \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u062f\u0646 <code>rows=<\/code> \u0628\u0631\u0627\u06cc <code>Unique<\/code> \u0634\u0627\u062e\u0647.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0648\u0627\u0628\u0639 \u062a\u062d\u0644\u06cc\u0644\u06cc SQL (\u0628\u0627 \u0646\u0627\u0645 \u0645\u0633\u062a\u0639\u0627\u0631 \u062a\u0648\u0627\u0628\u0639 \u067e\u0646\u062c\u0631\u0647) \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0631\u062f\u06cc\u0641 \u0627\u0648\u0644 \u062f\u0631 \u06cc\u06a9 \u067e\u0646\u062c\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u0627\u0628\u0639 \u062a\u062d\u0644\u06cc\u0644\u06cc \u062f\u0631 \u06cc\u06a9 \u067e\u0631\u0633\u0634 \u0641\u0631\u0639\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0628\u0639\u062f\u0627 \u0641\u06cc\u0644\u062a\u0631 \u0634\u0648\u062f\u060c \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0628\u0631\u062e\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc &hellip;<\/p>\n","protected":false},"author":2,"featured_media":15525,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-15524","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/15524","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=15524"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/15524\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/15525"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=15524"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=15524"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=15524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}