{"id":50837,"date":"2022-06-15T09:39:58","date_gmt":"2022-06-15T09:39:58","guid":{"rendered":"https:\/\/dbtut.com\/?p=50837"},"modified":"2022-06-15T09:41:49","modified_gmt":"2022-06-15T09:41:49","slug":"dtu-problem-for-azure-sql-database","status":"publish","type":"post","link":"https:\/\/dbtut.com\/index.php\/2022\/06\/15\/dtu-problem-for-azure-sql-database\/","title":{"rendered":"DTU Problem For Azure SQL Database"},"content":{"rendered":"<p>In today&#8217;s article we will talk about DTU Problem For Azure SQL Database.<\/p>\n<p>If you are using Azure SQL database, you may have encountered a concept called DTU (Database Transaction Unit). DTU is a blended measure of CPU, Data, IO, Log Writes and memory.<\/p>\n<p>If you receive a warning that the database is consuming high DTUs, the first step to investigate the cause would be to find out which value of the DTU actually went up ( CPU, Data,IO etc ).<\/p>\n<p>You can see the average of the DTU values of the last 14 days using the query below.<\/p>\n<p>The start and end times in the printout are in UTC. You need to pay attention to this.<\/p>\n<pre class=\"lang:default decode:true \">SELECT\r\n[start_time]\r\n,[end_time]\r\n,[database_name]\r\n,[avg_cpu_percent]\r\n,[avg_data_io_percent]\r\n,[avg_log_write_percent]\r\n,(\r\nSELECT Max(v)\r\nFROM (\r\nVALUES ([avg_cpu_percent])\r\n,([avg_data_io_percent])\r\n,([avg_log_write_percent])\r\n) AS value(v)\r\n) AS [avg_DTU_percent]\r\nFROM sys.resource_stats\r\n\u2013WHERE [database_name] = \u2018DB Name Here\u2019\r\nORDER BY start_time desc<\/pre>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.mshowto.org\/images\/articles\/2019\/07\/Resim-1.png\" \/><\/p>\n<p>If the DTU alarm has now occurred, you can run the following query for the affected database. (It gives the data collected every 15 seconds.)<\/p>\n<pre class=\"lang:default decode:true \">SELECT\r\nend_time\r\n,[avg_cpu_percent]\r\n,[avg_data_io_percent]\r\n,[avg_log_write_percent]\r\n,(\r\nSELECT Max(v)\r\nFROM (\r\nVALUES ([avg_cpu_percent])\r\n,([avg_data_io_percent])\r\n,([avg_log_write_percent])\r\n) AS value(v)\r\n) AS [avg_DTU_percent]\r\nFROM sys.dm_db_resource_stats<\/pre>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.mshowto.org\/images\/articles\/2019\/07\/Resim-2.png\" \/><\/p>\n<p id=\"lCjLMzn\">The DTU graph in the Azure Portal is plotted using the same data queried by the DMVs in the two scripts above.<\/p>\n<p>Using the above queries, we learned from which metric the DTU alarm originates. Now it&#8217;s time to review criminal inquiries.<\/p>\n<p>We can do this by querying the Query Store data. You can find the content about the query store on mshowto soon.<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_50837\" class=\"pvc_stats all  \" data-element-id=\"50837\" 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>In today&#8217;s article we will talk about DTU Problem For Azure SQL Database. If you are using Azure SQL database, you may have encountered a concept called DTU (Database Transaction Unit). DTU is a blended measure of CPU, Data, IO, Log Writes and memory. If you receive a warning that the database is consuming high &hellip;<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_50837\" class=\"pvc_stats all  \" data-element-id=\"50837\" 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":1414,"featured_media":50846,"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":[10403,3],"tags":[],"class_list":["post-50837","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-azure","category-mssql"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DTU Problem For Azure SQL Database - Database Tutorials<\/title>\n<meta name=\"description\" content=\"In today&#039;s article we will talk about DTU Problem For Azure SQL Database. 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