{"id":11987,"date":"2019-05-01T20:05:17","date_gmt":"2019-05-01T20:05:17","guid":{"rendered":"https:\/\/dbtut.com\/?p=11987"},"modified":"2019-05-01T20:05:17","modified_gmt":"2019-05-01T20:05:17","slug":"create-index-on-the-group-by-column","status":"publish","type":"post","link":"https:\/\/dbtut.com\/index.php\/2019\/05\/01\/create-index-on-the-group-by-column\/","title":{"rendered":"Create Index On the GROUP BY Column"},"content":{"rendered":"<p>Before you start reading this article, I suggest you read the article &#8220;<a href=\"https:\/\/dbtut.com\/index.php\/2018\/06\/12\/index-concept-and-performance-effect-on-sql-server\/\" target=\"_blank\" rel=\"noopener noreferrer\">Index Concept and Performance Effect on SQL Server<\/a>&#8221; for more detailed information about indexes.<\/p>\n<p>I explained in the article &#8220;<a href=\"https:\/\/dbtut.com\/index.php\/2019\/04\/30\/create-index-on-the-order-by-columnascdesc\/\" target=\"_blank\" rel=\"noopener noreferrer\">Create Index on the Order By Column(ASC,DESC)<\/a>&#8221; that the index created in the Order By column reduced the sort cost in the query to zero. Also, the index created on the GROUP BY column reduces the sort cost to zero. Let&#8217;s take a look at how this works.<\/p>\n<p>Then retrieve the execution plan of the following query. To retrieve the Execution plan, you must click on the following black frame in the query screen on the SSMS. For more information about the Execution plan, read the article &#8220;<a href=\"https:\/\/dbtut.com\/index.php\/2018\/06\/18\/what-is-execution-plan-on-sql-server\/\" target=\"_blank\" rel=\"noopener noreferrer\">What is Execution Plan on SQL Server<\/a>&#8220;.<\/p>\n<p id=\"FPtTARN\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"118\" class=\"size-full wp-image-11989  aligncenter\" src=\"https:\/\/dbtut.com\/wp-content\/uploads\/2019\/05\/img_5cc9f9b727ca3.png\" alt=\"\" \/><\/p>\n<pre class=\"lang:default decode:true \">SELECT ProductID,  AVG(UnitPrice) AS 'Average Price', \r\n    SUM(LineTotal) AS SubTotal\r\nFROM Sales.SalesOrderDetail\r\nWHERE SalesOrderDetailId=9\r\nGROUP BY ProductID\r\n<\/pre>\n<p id=\"YszUCLl\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-11990  aligncenter\" src=\"https:\/\/dbtut.com\/wp-content\/uploads\/2019\/05\/img_5cc9f9d59a7f5.png\" alt=\"\" width=\"748\" height=\"236\" \/><\/p>\n<p>As you can see, there is a Sort cost in the query because of the Group By statement. In our query this cost seems to be 1% but in your query this rate may be more.<\/p>\n<p>Now let&#8217;s create an index in the ProductID column in the Group By statement as follows and re-create the query&#8217;s execution plan.<\/p>\n<pre class=\"lang:default decode:true \">CREATE NONCLUSTERED INDEX [IX_ProductID] ON [Sales].[SalesOrderDetail]\r\n(\r\n\t[ProductID] ASC\r\n)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, SORT_IN_TEMPDB = OFF, DROP_EXISTING = OFF, \r\nONLINE = ON, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)\r\n<\/pre>\n<p id=\"XRZmPDh\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-11991  aligncenter\" src=\"https:\/\/dbtut.com\/wp-content\/uploads\/2019\/05\/img_5cc9fa2a2e8d1.png\" alt=\"\" width=\"804\" height=\"290\" \/><\/p>\n<p>As you can see, the sort cost in the query no longer exists.<\/p>\n\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_11987\" class=\"pvc_stats all  \" data-element-id=\"11987\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/dbtut.com\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Before you start reading this article, I suggest you read the article &#8220;Index Concept and Performance Effect on SQL Server&#8221; for more detailed information about indexes. I explained in the article &#8220;Create Index on the Order By Column(ASC,DESC)&#8221; that the index created in the Order By column reduced the sort cost in the query to &hellip;<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_11987\" class=\"pvc_stats all  \" data-element-id=\"11987\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/dbtut.com\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":11992,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[3],"tags":[3777,3775,3790,3789,3781,3782,3780,3787,3788,3784,3785,3779,3778,3776,3786,3783],"class_list":["post-11987","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-mssql","tag-can-an-index-speed-up-a-query-with-group-by","tag-creating-indexes-for-group-by-fields","tag-group-by-index-ms-sql","tag-group-by-index-mssql","tag-group-by-index-mysql","tag-group-by-index-pandas","tag-group-by-index-postgres","tag-group-by-index-sql","tag-group-by-index-sql-server","tag-how-to-improve-group-by-performance-in-oracle","tag-index-all-the-predicates-in-join-where-order-by-and-group-by-clauses","tag-index-on-group-by-column-in-sql-server","tag-indexing-for-group-by","tag-indexing-group-by","tag-nonclustered-index-group-by","tag-sql-group-by-max-index"],"aioseo_notices":[],"a3_pvc":{"activated":true,"total_views":973,"today_views":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - 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