{"id":1378,"date":"2018-01-20T01:46:42","date_gmt":"2018-01-20T08:46:42","guid":{"rendered":"https:\/\/sqltutorial.org\/?page_id=1378"},"modified":"2025-02-14T07:41:14","modified_gmt":"2025-02-14T14:41:14","slug":"sql-rollup","status":"publish","type":"page","link":"https:\/\/www.sqltutorial.org\/sql-rollup\/","title":{"rendered":"SQL ROLLUP"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: In this tutorial, you&#8217;ll learn how to use the SQL <code>ROLLUP<\/code> to return aggregated results at multiple levels of detail.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='introduction-to-the-sql-rollup'>Introduction to the SQL ROLLUP <a href=\"#introduction-to-the-sql-rollup\" class=\"anchor\" id=\"introduction-to-the-sql-rollup\" title=\"Anchor for Introduction to the SQL ROLLUP\">#<\/a><\/h2>\n\n\n\n<p>The <code><a href=\"https:\/\/www.sqltutorial.org\/sql-group-by\/\">GROUP BY<\/a><\/code> clause allows you to group rows into groups by values in one or more columns. Typically, you use an aggregate function to return the aggregated result for each group.<\/p>\n\n\n\n<p>However, the <code>GROUP BY<\/code> clause within an <a href=\"https:\/\/www.sqltutorial.org\/sql-aggregate-functions\/\">aggregate function<\/a> can only return an aggregate result at a single level of detail.<\/p>\n\n\n\n<p>To return aggregated results at multiple levels of details, you use the <code>ROLLUP<\/code> with the <code>GROUP BY<\/code> clause:<\/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\"><span class=\"hljs-keyword\">SELECT<\/span>\n  column1,\n  column2,\n  aggregate_function (column3)\n<span class=\"hljs-keyword\">FROM<\/span>\n  table_name\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">ROLLUP<\/span> (column1, column2);<\/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, you place the columns you want to group within parentheses after the <code>ROLLUP<\/code> keyword.<\/p>\n\n\n\n<p>The <code>ROLLUP<\/code> assumes that there is a hierarchy between <code>column1<\/code> and <code>column2<\/code>:<\/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\">column1 &gt; column2<\/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>Therefore, the <code>ROLLUP<\/code> helps generate reports that include subtotals and totals.<\/p>\n\n\n\n<p>How the <code>ROLLUP<\/code> works<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, start with the most detailed grouping specified in the <code>GROUP BY<\/code> clause.<\/li>\n\n\n\n<li>Second, move up the hierarchy by removing columns and calculating subtotals.<\/li>\n\n\n\n<li>Third, end with a total row for all the rows.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id='sql-rollup-example'>SQL ROLLUP example <a href=\"#sql-rollup-example\" class=\"anchor\" id=\"sql-rollup-example\" title=\"Anchor for SQL ROLLUP example\">#<\/a><\/h2>\n\n\n\n<p>We&#8217;ll use the <code>salary_reports<\/code> table to illustrate how the <code>ROLLUP<\/code> works:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>State<\/th><th>Job<\/th><th>Salary<\/th><\/tr><\/thead><tbody><tr><td>California<\/td><td>IT<\/td><td>150000.00<\/td><\/tr><tr><td>California<\/td><td>Marketing<\/td><td>130000.00<\/td><\/tr><tr><td>Texas<\/td><td>IT<\/td><td>100000.00<\/td><\/tr><tr><td>Texas<\/td><td>Marketing<\/td><td>80000.00<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id='using-rollup-with-one-column'>Using ROLLUP with one column <a href=\"#using-rollup-with-one-column\" class=\"anchor\" id=\"using-rollup-with-one-column\" title=\"Anchor for Using ROLLUP with one column\">#<\/a><\/h3>\n\n\n\n<p>The following example uses the <code>ROLLUP<\/code> to calculate the total salary for each state and all states:<\/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\">SELECT<\/span>\n  state,\n  <span class=\"hljs-keyword\">SUM<\/span>(salary) total_salary\n<span class=\"hljs-keyword\">FROM<\/span>\n  salary_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">ROLLUP<\/span> (state)\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  state <span class=\"hljs-keyword\">NULLS<\/span> <span class=\"hljs-keyword\">LAST<\/span>;<\/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><a href=\"https:\/\/www.sqltutorial.org\/playground\/?db=salaries&amp;q=U0VMRUNUIHN0YXRlLCBTVU0oc2FsYXJ5KSB0b3RhbF9zYWxhcnkgRlJPTSBzYWxhcnlfcmVwb3J0cyBHUk9VUCBCWSBST0xMVVAgKHN0YXRlKSBPUkRFUiBCWSBzdGF0ZSBOVUxMUyBMQVNUOw%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Try it<\/a><\/p>\n\n\n\n<p>Output:<\/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\">   state    | total_salary\n<span class=\"hljs-comment\">------------+--------------<\/span>\n California |    280000.00\n Texas      |    180000.00\n NULL       |    460000.00<\/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>The output includes the total salary for each state, California and Texas, and the total salary for all states.<\/p>\n\n\n\n<p>The <code>NULL<\/code> indicates the total row for all states. If you want to use a more meaningful label, you can use the <code>COALESCE<\/code> function:<\/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\">SELECT<\/span>\n  <span class=\"hljs-keyword\">COALESCE<\/span>(state, <span class=\"hljs-string\">'Total'<\/span>) state,\n  <span class=\"hljs-keyword\">SUM<\/span>(salary) total_salary\n<span class=\"hljs-keyword\">FROM<\/span>\n  salary_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">ROLLUP<\/span> (state)\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  state <span class=\"hljs-keyword\">NULLS<\/span> <span class=\"hljs-keyword\">LAST<\/span>;<\/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><a href=\"https:\/\/www.sqltutorial.org\/playground\/?db=salaries&amp;q=U0VMRUNUIENPQUxFU0NFKHN0YXRlLCAnVG90YWwnKSBzdGF0ZSwgU1VNKHNhbGFyeSkgdG90YWxfc2FsYXJ5IEZST00gc2FsYXJ5X3JlcG9ydHMgR1JPVVAgQlkgUk9MTFVQIChzdGF0ZSkgT1JERVIgQlkgc3RhdGUgTlVMTFMgTEFTVDs%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Try it<\/a><\/p>\n\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-6\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\">   state    | total_salary\n<span class=\"hljs-comment\">------------+--------------<\/span>\n California |    280000.00\n Texas      |    180000.00\n Total      |    460000.00<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><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<h3 class=\"wp-block-heading\" id='using-rollup-with-multiple-columns'>Using ROLLUP with multiple columns <a href=\"#using-rollup-with-multiple-columns\" class=\"anchor\" id=\"using-rollup-with-multiple-columns\" title=\"Anchor for Using ROLLUP with multiple columns\">#<\/a><\/h3>\n\n\n\n<p>The following statement uses the <code>ROLLUP<\/code> to calculate the subtotal salary for each state and job and also the grand total:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" 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  state,\n  job,\n  <span class=\"hljs-keyword\">SUM<\/span>(salary) total_salary\n<span class=\"hljs-keyword\">FROM<\/span>\n  salary_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">ROLLUP<\/span> (state, job)\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  state <span class=\"hljs-keyword\">NULLS<\/span> <span class=\"hljs-keyword\">LAST<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><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><a href=\"https:\/\/www.sqltutorial.org\/playground\/?db=salaries&amp;q=U0VMRUNUIHN0YXRlLCBqb2IsIFNVTShzYWxhcnkpIHRvdGFsX3NhbGFyeSBGUk9NIHNhbGFyeV9yZXBvcnRzIEdST1VQIEJZIFJPTExVUCAoc3RhdGUsIGpvYikgT1JERVIgQlkgc3RhdGUgTlVMTFMgTEFTVDs%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Try it<\/a><\/p>\n\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\">   state    |    job    | total_salary\n<span class=\"hljs-comment\">------------+-----------+--------------<\/span>\n California | IT        |    150000.00\n California | Marketing |    130000.00\n California | NULL      |    280000.00\n Texas      | IT        |    100000.00\n Texas      | Marketing |     80000.00\n Texas      | NULL      |    180000.00\n NULL       | NULL      |    460000.00<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><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>Like the previous example, you can change the NULLs to more meaningful labels:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-9\" 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  <span class=\"hljs-keyword\">COALESCE<\/span>(state, <span class=\"hljs-string\">''<\/span>) state,\n  <span class=\"hljs-keyword\">COALESCE<\/span>(job, <span class=\"hljs-string\">''<\/span>) job,\n  <span class=\"hljs-keyword\">SUM<\/span>(salary) total_salary\n<span class=\"hljs-keyword\">FROM<\/span>\n  salary_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">ROLLUP<\/span> (state, job)\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  state <span class=\"hljs-keyword\">DESC<\/span>,\n  job <span class=\"hljs-keyword\">DESC<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><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><a href=\"https:\/\/www.sqltutorial.org\/playground\/?db=salaries&amp;q=U0VMRUNUIENPQUxFU0NFKHN0YXRlLCAnJykgc3RhdGUsIENPQUxFU0NFKGpvYiwgJycpIGpvYiwgU1VNKHNhbGFyeSkgdG90YWxfc2FsYXJ5IEZST00gc2FsYXJ5X3JlcG9ydHMgR1JPVVAgQlkgUk9MTFVQIChzdGF0ZSwgam9iKSBPUkRFUiBCWSBzdGF0ZSBERVNDLCBqb2IgREVTQzs%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Try it<\/a><\/p>\n\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-10\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\">   state    |    job    | total_salary\n<span class=\"hljs-comment\">------------+-----------+--------------<\/span>\n Texas      | Marketing |     80000.00\n Texas      | IT        |    100000.00\n Texas      |           |    180000.00\n California | Marketing |    130000.00\n California | IT        |    150000.00\n California |           |    280000.00\n            |           |    460000.00<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-10\"><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<h2 class=\"wp-block-heading\" id='summary'>Summary <a href=\"#summary\" class=\"anchor\" id=\"summary\" title=\"Anchor for Summary\">#<\/a><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use the SQL <code>ROLLUP<\/code> to return aggregated results at multiple levels of detail.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id='quiz'>Quiz <a href=\"#quiz\" class=\"anchor\" id=\"quiz\" title=\"Anchor for Quiz\">#<\/a><\/h2>\n\n\n\n<iframe loading=\"lazy\"\n  name=\"quiz\"\n  src=\"\/quiz\/?quiz=rollup\"\n  height=\"700\"\n  width=\"600\"\n  class=\"iframe\"\n><\/iframe>\n\n\n\n<h2 class=\"wp-block-heading\" id='databases'>Databases <a href=\"#databases\" class=\"anchor\" id=\"databases\" title=\"Anchor for Databases\">#<\/a><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.oracletutorial.com\/oracle-basics\/oracle-rollup\/\" target=\"_blank\" rel=\"noreferrer noopener\">PostgreSQL ROLLUP<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.oracletutorial.com\/oracle-basics\/oracle-rollup\/\" target=\"_blank\" rel=\"noreferrer noopener\">Oracle ROLLUP<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-basics\/sql-server-rollup\/\" target=\"_blank\" rel=\"noreferrer noopener\">SQL Server GROUPING SETS<\/a><\/li>\n<\/ul>\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 class=\"wth-thumbs\">\n\t\t\t<button\n\t\t\t\tdata-post=\"1378\"\n\t\t\t\tdata-post-url=\"https:\/\/www.sqltutorial.org\/sql-rollup\/\"\n\t\t\t\tdata-post-title=\"SQL ROLLUP\"\n\t\t\t\tdata-response=\"1\"\n\t\t\t\tclass=\"wth-btn-rounded wth-yes-btn\"\n\t\t\t>\n\t\t\t\t<svg\n\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\tviewBox=\"0 0 24 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