{"id":1298,"date":"2019-02-22T09:47:40","date_gmt":"2019-02-22T02:47:40","guid":{"rendered":"http:\/\/www.sqlservertutorial.net\/?page_id=1298"},"modified":"2020-04-11T20:12:49","modified_gmt":"2020-04-11T13:12:49","slug":"sql-server-lag-function","status":"publish","type":"page","link":"https:\/\/www.sqlservertutorial.net\/sql-server-window-functions\/sql-server-lag-function\/","title":{"rendered":"SQL Server LAG Function"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: in this tutorial, you will learn how to use the <code>LAG()<\/code> function to access a row at a specific physical offset which comes before the current row.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='overview-of-sql-server-lag-function'>Overview of SQL Server LAG() function <a href=\"#overview-of-sql-server-lag-function\" class=\"anchor\" id=\"overview-of-sql-server-lag-function\" title=\"Anchor for Overview of SQL Server &lt;code&gt;LAG()&lt;\/code&gt; function\">#<\/a><\/h2>\n\n\n\n<p>SQL Server <code>LAG()<\/code> is a <a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-window-functions\/\">window function<\/a> that provides access to a row at a specified physical offset which comes before the current row.<\/p>\n\n\n\n<p>In other words, by using the <code>LAG()<\/code> function, from the current row, you can access data of the previous row, or the row before the previous row, and so on.<\/p>\n\n\n\n<p>The <code>LAG()<\/code> function can be very useful for comparing the value of the current row with the value of the previous row.<\/p>\n\n\n\n<p>The following shows the syntax of the <code>LAG()<\/code> function:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\">LAG(return_value ,offset &#91;,default]) \nOVER (\n    &#91;PARTITION BY partition_expression, ... ]\n    ORDER BY sort_expression &#91;ASC | DESC], ...\n)\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-1\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this syntax:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id='return_value'>&nbsp;return_value <a href=\"#return_value\" class=\"anchor\" id=\"return_value\" title=\"Anchor for &nbsp;&lt;code&gt;return_value&lt;\/code&gt;\">#<\/a><\/h3>\n\n\n\n<p>The return value of the previous row based on a specified offset. The return value must evaluate to a single value and cannot be another window function.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id='offset'>&nbsp;offset <a href=\"#offset\" class=\"anchor\" id=\"offset\" title=\"Anchor for &nbsp;&lt;code&gt;offset&lt;\/code&gt;\">#<\/a><\/h3>\n\n\n\n<p>The number of rows back from the current row from which to access data. &nbsp;<code>offset<\/code> can be an expression, <a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-basics\/sql-server-subquery\/\">subquery<\/a>, or column that evaluates to a positive integer.<\/p>\n\n\n\n<p>The default value of <code>offset<\/code> is 1 if you don&#8217;t specify it explicitly.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id='default'>&nbsp;default <a href=\"#default\" class=\"anchor\" id=\"default\" title=\"Anchor for &nbsp;&lt;code&gt;default&lt;\/code&gt;\">#<\/a><\/h3>\n\n\n\n<p><code>default<\/code> is the value to be returned if <code>offset<\/code> goes beyond the scope of the partition. It defaults to <code>NULL<\/code> if it is not specified.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id='partition-by-clause'>&nbsp;PARTITION BY clause <a href=\"#partition-by-clause\" class=\"anchor\" id=\"partition-by-clause\" title=\"Anchor for &nbsp;&lt;code&gt;PARTITION BY&lt;\/code&gt; clause\">#<\/a><\/h3>\n\n\n\n<p>The <code>PARTITION BY<\/code> clause distributes rows of the result set into partitions to which the <code>LAG()<\/code> function is applied.<\/p>\n\n\n\n<p>If you omit&nbsp;the <code>PARTITION BY<\/code> clause, the function will treat the whole result set as a single partition.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id='order-by-clause'>&nbsp;ORDER BY clause <a href=\"#order-by-clause\" class=\"anchor\" id=\"order-by-clause\" title=\"Anchor for &nbsp;&lt;code&gt;ORDER BY&lt;\/code&gt; clause\">#<\/a><\/h3>\n\n\n\n<p>The <code>ORDER BY<\/code> clause specifies the logical order of the rows in each partition to which the <code>LAG()<\/code> function is applied.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='sql-server-lag-function-examples'>SQL Server LAG() function examples <a href=\"#sql-server-lag-function-examples\" class=\"anchor\" id=\"sql-server-lag-function-examples\" title=\"Anchor for SQL Server &lt;code&gt;LAG()&lt;\/code&gt; function examples\">#<\/a><\/h2>\n\n\n\n<p>We will reuse the view <code>sales.vw_netsales_brands<\/code> created in the <code>LEAD()<\/code> function tutorial for the demonstration.<\/p>\n\n\n\n<p>The following query shows the data from the <code>sales.vw_netsales_brands<\/code> view:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">SELECT<\/span> \n\t*\n<span class=\"hljs-keyword\">FROM<\/span> \n\tsales.vw_netsales_brands\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> \n\t<span class=\"hljs-keyword\">year<\/span>, \n\t<span class=\"hljs-keyword\">month<\/span>, \n\tbrand_name, \n\tnet_sales;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Here is the output:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"326\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Sample-View.png\" alt=\"SQL Server LAG Function Sample View\" class=\"wp-image-1299\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Sample-View.png 230w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Sample-View-212x300.png 212w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id='a-using-sql-server-lag-function-over-a-result-set-example'>A) Using SQL Server LAG() function over a result set example <a href=\"#a-using-sql-server-lag-function-over-a-result-set-example\" class=\"anchor\" id=\"a-using-sql-server-lag-function-over-a-result-set-example\" title=\"Anchor for A) Using SQL Server &lt;code&gt;LAG()&lt;\/code&gt; function over a result set example\">#<\/a><\/h3>\n\n\n\n<p>This example uses the <code>LAG()<\/code> function to return the net sales of the current month and the previous month in the year 2018:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">WITH<\/span> cte_netsales_2018 <span class=\"hljs-keyword\">AS<\/span>(\n\t<span class=\"hljs-keyword\">SELECT<\/span> \n\t\t<span class=\"hljs-keyword\">month<\/span>, \n\t\t<span class=\"hljs-keyword\">SUM<\/span>(net_sales) net_sales\n\t<span class=\"hljs-keyword\">FROM<\/span> \n\t\tsales.vw_netsales_brands\n\t<span class=\"hljs-keyword\">WHERE<\/span> \n\t\t<span class=\"hljs-keyword\">year<\/span> = <span class=\"hljs-number\">2018<\/span>\n\t<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span> \n\t\t<span class=\"hljs-keyword\">month<\/span>\n)\n<span class=\"hljs-keyword\">SELECT<\/span> \n\t<span class=\"hljs-keyword\">month<\/span>,\n\tnet_sales,\n\tLAG(net_sales,<span class=\"hljs-number\">1<\/span>) <span class=\"hljs-keyword\">OVER<\/span> (\n\t\t<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> <span class=\"hljs-keyword\">month<\/span>\n\t) previous_month_sales\n<span class=\"hljs-keyword\">FROM<\/span> \n\tcte_netsales_2018;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Here is the output:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"237\" height=\"228\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Over-Result-Set.png\" alt=\"SQL Server LAG Function Over Result Set\" class=\"wp-image-1302\"\/><\/figure>\n\n\n\n<p>In this example:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>First, the CTE returns net sales aggregated by month.<\/li><li>Then, the outer query uses the LAG() function to return sales of the previous month.<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id='b-using-sql-server-lag-function-over-partitions-example'>B) Using SQL Server LAG() function over partitions example <a href=\"#b-using-sql-server-lag-function-over-partitions-example\" class=\"anchor\" id=\"b-using-sql-server-lag-function-over-partitions-example\" title=\"Anchor for B) Using SQL Server &lt;code&gt;LAG()&lt;\/code&gt; function over partitions example\">#<\/a><\/h3>\n\n\n\n<p>The following statement uses the <code>LAG()<\/code> function to compare the sales of the current month with the previous month of each brand in the year 2018:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">SELECT<\/span> \n\t<span class=\"hljs-keyword\">month<\/span>,\n\tbrand_name,\n\tnet_sales,\n\tLAG(net_sales,<span class=\"hljs-number\">1<\/span>) <span class=\"hljs-keyword\">OVER<\/span> (\n\t\t<span class=\"hljs-keyword\">PARTITION<\/span> <span class=\"hljs-keyword\">BY<\/span> brand_name\n\t\t<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> <span class=\"hljs-keyword\">month<\/span>\n\t) next_month_sales\n<span class=\"hljs-keyword\">FROM<\/span> \n\tsales.vw_netsales_brands\n<span class=\"hljs-keyword\">WHERE<\/span>\n\t<span class=\"hljs-keyword\">year<\/span> = <span class=\"hljs-number\">2018<\/span>;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>This picture shows the output:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"292\" height=\"358\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Over-Partition.png\" alt=\"SQL Server LAG Function Over Partition\" class=\"wp-image-1301\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Over-Partition.png 292w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Over-Partition-245x300.png 245w\" sizes=\"auto, (max-width: 292px) 100vw, 292px\" \/><\/figure>\n\n\n\n<p>In this example:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>The <code>PARTITION BY<\/code> clause divided rows into partitions by brand name.<\/li><li>For each partition (or brand name), the <code>ORDER BY<\/code> clause sorts the rows by month.<\/li><li>For each row in each partition, the <code>LAG()<\/code> function returns the net sales of the previous row.<\/li><\/ul>\n\n\n\n<p>To compare the sales of the current month with the previous month of net sales by brand in 2018, you use the following query:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">WITH<\/span> cte_sales <span class=\"hljs-keyword\">AS<\/span> (\n\t<span class=\"hljs-keyword\">SELECT<\/span> \n\t\t<span class=\"hljs-keyword\">month<\/span>,\n\t\tbrand_name,\n\t\tnet_sales,\n\t\tLAG(net_sales,<span class=\"hljs-number\">1<\/span>) <span class=\"hljs-keyword\">OVER<\/span> (\n\t\t\t<span class=\"hljs-keyword\">PARTITION<\/span> <span class=\"hljs-keyword\">BY<\/span> brand_name\n\t\t\t<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> <span class=\"hljs-keyword\">month<\/span>\n\t\t) previous_sales\n\t<span class=\"hljs-keyword\">FROM<\/span> \n\t\tsales.vw_netsales_brands\n\t<span class=\"hljs-keyword\">WHERE<\/span>\n\t\t<span class=\"hljs-keyword\">year<\/span> = <span class=\"hljs-number\">2018<\/span>\n)\n<span class=\"hljs-keyword\">SELECT<\/span> \n\t<span class=\"hljs-keyword\">month<\/span>, \n\tbrand_name,\n\tnet_sales, \n\tprevious_sales,\n\t<span class=\"hljs-keyword\">FORMAT<\/span>(\n\t\t(net_sales - previous_sales)  \/ previous_sales,\n\t\t<span class=\"hljs-string\">'P'<\/span>\n\t) vs_previous_month\n<span class=\"hljs-keyword\">FROM<\/span>\n\tcte_sales;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The output is as follows:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"358\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Data-Comparison.png\" alt=\"SQL Server LAG Function Data Comparison\" class=\"wp-image-1300\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Data-Comparison.png 382w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/SQL-Server-LAG-Function-Data-Comparison-300x281.png 300w\" sizes=\"auto, (max-width: 382px) 100vw, 382px\" \/><\/figure>\n\n\n\n<p>In this tutorial, you have learned how to use the SQL Server <code>LAG()<\/code> function to access a row at a specific physical offset which follows the current row.<\/p>\n<div class=\"helpful-block-content\" data-title=\"\">\n\t<header>\n\t\t<div class=\"wth-question\">Was this tutorial helpful?<\/div>\n\t\t<div 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