{"id":2090,"date":"2025-02-14T15:16:26","date_gmt":"2025-02-14T08:16:26","guid":{"rendered":"https:\/\/www.pgtutorial.com\/?page_id=2090"},"modified":"2025-02-14T15:27:05","modified_gmt":"2025-02-14T08:27:05","slug":"postgresql-grouping-sets","status":"publish","type":"page","link":"https:\/\/www.pgtutorial.com\/postgresql-tutorial\/postgresql-grouping-sets\/","title":{"rendered":"PostgreSQL GROUPING SETS"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: in this tutorial, you&#8217;ll learn how to use the PostgreSQL <code>GROUPING SETS<\/code> to create multiple groupings within the same query.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='postgresql-grouping-sets-overview'>PostgreSQL GROUPING SETS Overview <a href=\"#postgresql-grouping-sets-overview\" class=\"anchor\" id=\"postgresql-grouping-sets-overview\" title=\"Anchor for PostgreSQL GROUPING SETS Overview\">#<\/a><\/h2>\n\n\n\n<p>In PostgreSQL, the <code>GROUPING SETS<\/code> is an advanced feature of the <code><a href=\"https:\/\/www.pgtutorial.com\/postgresql-tutorial\/postgresql-group-by\/\">GROUP BY<\/a><\/code> clause that allows you to create multiple groupings within the same query.<\/p>\n\n\n\n<p>The <code>GROUP BY<\/code> clause allows you to create a single grouping. To create multiple groupings, you can create multiple queries using <code>GROUP BY<\/code> clauses.<\/p>\n\n\n\n<p>Alternatively, you combine multiple queries with <code>GROUP BY<\/code> clauses using <code><a href=\"https:\/\/www.pgtutorial.com\/postgresql-tutorial\/postgresql-union\/\">UNION<\/a><\/code> operators.<\/p>\n\n\n\n<p>The <code>GROUPING SETS<\/code> enables multiple groupings within the same query without using multiple queries or the <code>UNION<\/code> operator.<\/p>\n\n\n\n<p>Here&#8217;s the general syntax of the <code>GROUPING SETS<\/code>:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  column1,\n  column2,\n  aggregate_function (column3)\n<span class=\"hljs-keyword\">FROM<\/span>\n  <span class=\"hljs-built_in\">table_name<\/span>\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> (\n      (column1, column2), \n      (column1), \n      (column2), \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\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this syntax:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, use the <code>GROUPING SETS<\/code> in the <code>GROUP BY<\/code> clause.<\/li>\n\n\n\n<li>Second, specify a list of grouping sets in the <code>GROUPING SETS<\/code>.<\/li>\n<\/ul>\n\n\n\n<p>The query creates four grouping sets:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The <code>(column1, column2)<\/code> defines a grouping that groups rows by <code>column1<\/code> and <code>column2<\/code>.<\/li>\n\n\n\n<li>The <code>(column1)<\/code> defines a grouping that groups rows by <code>column1<\/code>.<\/li>\n\n\n\n<li>The <code>(column2)<\/code> defines a grouping that groups rows by <code>column2<\/code>.<\/li>\n\n\n\n<li>The <code>()<\/code> defines a grouping that represents the aggregation of overall rows.<\/li>\n<\/ul>\n\n\n\n<p>Note that you can have more or less grouping sets. For example, the following query will return three grouping sets:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  column1,\n  column2,\n  aggregate_function (column3)\n<span class=\"hljs-keyword\">FROM<\/span>\n  <span class=\"hljs-built_in\">table_name<\/span>\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> (\n      (column1), \n      (column2), \n      ()\n  );<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<h2 class=\"wp-block-heading\" id='postgresql-grouping-sets-example'>PostgreSQL GROUPING SETS Example <a href=\"#postgresql-grouping-sets-example\" class=\"anchor\" id=\"postgresql-grouping-sets-example\" title=\"Anchor for PostgreSQL GROUPING SETS Example\">#<\/a><\/h2>\n\n\n\n<p>We&#8217;ll use the following <code>inventory_reports<\/code> to illustrate how the <code>GROUPING SETS<\/code> works.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Here&#8217;s the script for generating inventory_reports table:<\/summary><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">CREATE<\/span> <span class=\"hljs-keyword\">TABLE<\/span> inventory_reports(\n     warehouse <span class=\"hljs-type\">VARCHAR<\/span> <span class=\"hljs-keyword\">NOT<\/span> <span class=\"hljs-keyword\">NULL<\/span>,\n     brand <span class=\"hljs-type\">VARCHAR<\/span> <span class=\"hljs-keyword\">NOT<\/span> <span class=\"hljs-keyword\">NULL<\/span>,\n     quantity <span class=\"hljs-type\">INT<\/span> <span class=\"hljs-keyword\">NOT<\/span> <span class=\"hljs-keyword\">NULL<\/span>\n);\n\n<span class=\"hljs-keyword\">INSERT<\/span> <span class=\"hljs-keyword\">INTO<\/span> inventory_reports(warehouse, brand, quantity)\n<span class=\"hljs-keyword\">VALUES<\/span>\n(<span class=\"hljs-string\">'San Jose'<\/span>, <span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-number\">100<\/span>),\n(<span class=\"hljs-string\">'San Francisco'<\/span>, <span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-number\">200<\/span>),\n(<span class=\"hljs-string\">'Texas'<\/span>, <span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-number\">300<\/span>),\n(<span class=\"hljs-string\">'San Jose'<\/span>, <span class=\"hljs-string\">'Samsung'<\/span>, <span class=\"hljs-number\">50<\/span>),\n(<span class=\"hljs-string\">'San Francisco'<\/span>, <span class=\"hljs-string\">'Samsung'<\/span>, <span class=\"hljs-number\">100<\/span>),\n(<span class=\"hljs-string\">'Texas'<\/span>, <span class=\"hljs-string\">'Samsung'<\/span>, <span class=\"hljs-number\">150<\/span>)\n<span class=\"hljs-keyword\">RETURNING<\/span> *;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/details>\n\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | quantity\n---------------+---------+----------\n San Jose      | Apple   |      100\n San Francisco | Apple   |      200\n Texas         | Apple   |      300\n San Jose      | Samsung |       50\n San Francisco | Samsung |      100\n Texas         | Samsung |      150<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The following query uses the <code>GROUPING SETS<\/code> to return multiple groupings:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  warehouse,\n  brand,\n  SUM(quantity) total\n<span class=\"hljs-keyword\">FROM<\/span>\n  inventory_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> ((warehouse, brand), (warehouse), (brand), ())\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  warehouse <span class=\"hljs-keyword\">NULLS LAST<\/span>,\n  brand <span class=\"hljs-keyword\">NULLS 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\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p><a href=\"https:\/\/www.pgtutorial.com\/playground\/?db=inventory-reports&amp;q=U0VMRUNUIHdhcmVob3VzZSwgYnJhbmQsIFNVTShxdWFudGl0eSkgdG90YWwgRlJPTSBpbnZlbnRvcnlfcmVwb3J0cyBHUk9VUCBCWSBHUk9VUElORyBTRVRTICgod2FyZWhvdXNlLCBicmFuZCksICh3YXJlaG91c2UpLCAoYnJhbmQpLCAoKSkgT1JERVIgQlkgd2FyZWhvdXNlIE5VTExTIExBU1QsIGJyYW5kIE5VTExTIExBU1Q7\" 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=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | total\n---------------+---------+-------\n San Francisco | Apple   |   200\n San Francisco | Samsung |   100\n San Francisco | NULL    |   300\n San Jose      | Apple   |   100\n San Jose      | Samsung |    50\n San Jose      | NULL    |   150\n Texas         | Apple   |   300\n Texas         | Samsung |   150\n Texas         | NULL    |   450\n NULL          | Apple   |   600\n NULL          | Samsung |   300\n NULL          | NULL    |   900<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this example, the <code>GROUPING SETS<\/code> creates four groupings:<\/p>\n\n\n\n<p>The grouping <code>(warehouse, brand)<\/code> groups inventory by warehouse and brand:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | total\n---------------+---------+-------\n San Francisco | Apple   |   200\n San Francisco | Samsung |   100\n San Jose      | Apple   |   100\n San Jose      | Samsung |    50\n Texas         | Apple   |   300\n Texas         | Samsung |   150<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The grouping <code>(warehouse)<\/code> groups inventory by warehouse:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | total\n---------------+---------+-------\n San Francisco | NULL    |   300\n San Jose      | NULL    |   150\n Texas         | NULL    |   450<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The grouping <code>(brand)<\/code> groups inventory by brand:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-9\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | total\n---------------+---------+-------\n NULL          | Apple   |   600\n NULL          | Samsung |   300<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The grouping <code>()<\/code> represents the total inventory of all warehouses and brands:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-10\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | total\n---------------+---------+-------\n NULL          | NULL    |   900<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-10\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<h2 class=\"wp-block-heading\" id='selecting-groupings'>Selecting Groupings <a href=\"#selecting-groupings\" class=\"anchor\" id=\"selecting-groupings\" title=\"Anchor for Selecting Groupings\">#<\/a><\/h2>\n\n\n\n<p>The following example uses the <code>GROUPING SETS<\/code> to create two groupings:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-11\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  warehouse,\n  brand,\n  SUM(quantity)\n<span class=\"hljs-keyword\">FROM<\/span>\n  inventory_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> ((warehouse, brand), ())\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  warehouse <span class=\"hljs-keyword\">NULLS LAST<\/span>,\n  brand <span class=\"hljs-keyword\">NULLS LAST<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-11\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p><a href=\"https:\/\/www.pgtutorial.com\/playground\/?db=inventory-reports&amp;q=U0VMRUNUIHdhcmVob3VzZSwgYnJhbmQsIFNVTShxdWFudGl0eSkgRlJPTSBpbnZlbnRvcnlfcmVwb3J0cyBHUk9VUCBCWSBHUk9VUElORyBTRVRTICgod2FyZWhvdXNlLCBicmFuZCksICgpKSBPUkRFUiBCWSB3YXJlaG91c2UgTlVMTFMgTEFTVCwgYnJhbmQgTlVMTFMgTEFTVDs%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-12\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | sum\n---------------+---------+-----\n San Francisco | Apple   | 200\n San Francisco | Samsung | 100\n San Jose      | Apple   | 100\n San Jose      | Samsung |  50\n Texas         | Apple   | 300\n Texas         | Samsung | 150\n NULL          | NULL    | 900<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-12\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this example, the <code>GROUPING SETS<\/code> creates two groupings:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The grouping <code>(warehouse, brand)<\/code> groups inventory by warehouse and brand.<\/li>\n\n\n\n<li>The grouping <code>()<\/code> represents the total inventory of all warehouses and brands.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id='postgresql-grouping-function'>PostgreSQL GROUPING Function <a href=\"#postgresql-grouping-function\" class=\"anchor\" id=\"postgresql-grouping-function\" title=\"Anchor for PostgreSQL GROUPING Function\">#<\/a><\/h2>\n\n\n\n<p>The <code>GROUPING<\/code> function takes a column and returns 1 if it is aggregated and 0 otherwise.<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-13\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\">GROUPING(<span class=\"hljs-built_in\">column_name<\/span>)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-13\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>For example:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-14\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  warehouse,\n  brand,\n  GROUPING(warehouse) warehouse_grouping,\n  GROUPING(brand) brand_grouping,\n  SUM(quantity) total\n<span class=\"hljs-keyword\">FROM<\/span>\n  inventory_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> ((warehouse), (brand), ())\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  warehouse <span class=\"hljs-keyword\">NULLS LAST<\/span>,\n  brand <span class=\"hljs-keyword\">NULLS LAST<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-14\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p><a href=\"https:\/\/www.pgtutorial.com\/playground\/?db=inventory-reports&amp;q=U0VMRUNUIHdhcmVob3VzZSwgYnJhbmQsIEdST1VQSU5HKHdhcmVob3VzZSkgd2FyZWhvdXNlX2dyb3VwaW5nLCBHUk9VUElORyhicmFuZCkgYnJhbmRfZ3JvdXBpbmcsIFNVTShxdWFudGl0eSkgdG90YWwgRlJPTSBpbnZlbnRvcnlfcmVwb3J0cyBHUk9VUCBCWSBHUk9VUElORyBTRVRTICgod2FyZWhvdXNlKSwgKGJyYW5kKSwgKCkpIE9SREVSIEJZIHdhcmVob3VzZSBOVUxMUyBMQVNULCBicmFuZCBOVUxMUyBMQVNUOw%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-15\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   |  brand  | warehouse_grouping | brand_grouping | total\n---------------+---------+--------------------+----------------+-------\n San Francisco | NULL    |                  0 |              1 |   300\n San Jose      | NULL    |                  0 |              1 |   150\n Texas         | NULL    |                  0 |              1 |   450\n NULL          | Apple   |                  1 |              0 |   600\n NULL          | Samsung |                  1 |              0 |   300\n NULL          | NULL    |                  1 |              1 |   900<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-15\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In the output:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The rows with <code>brand_grouping 1<\/code> show the total inventory of all brands by warehouses.<\/li>\n\n\n\n<li>The rows with <code>warehouse_grouping 1<\/code> show the total inventory of all warehouses by brands.<\/li>\n\n\n\n<li>The rows with <code>warehouse_grouping<\/code> and <code>brand_grouping 1<\/code> show the total inventory of all brands and warehouses.<\/li>\n<\/ul>\n\n\n\n<p>You can use the <code>GROUPING<\/code> function in the <code><a href=\"https:\/\/www.pgtutorial.com\/postgresql-tutorial\/postgresql-having\/\">HAVING<\/a><\/code> clause to select rows aggregated by a column.<\/p>\n\n\n\n<p>For example, the following query uses the <code>GROUPING<\/code> function to return the rows aggregated by brands:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-16\" data-shcb-language-name=\"PostgreSQL SQL dialect and PL\/pgSQL\" data-shcb-language-slug=\"pgsql\"><span><code class=\"hljs language-pgsql\"><span class=\"hljs-keyword\">SELECT<\/span>\n  warehouse,\n  brand,\n  GROUPING(warehouse) warehouse_grouping,\n  GROUPING(brand) brand_grouping,\n  SUM(quantity) total\n<span class=\"hljs-keyword\">FROM<\/span>\n  inventory_reports\n<span class=\"hljs-keyword\">GROUP<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  <span class=\"hljs-keyword\">GROUPING SETS<\/span> ((warehouse), (brand), ())\n<span class=\"hljs-keyword\">HAVING<\/span>\n  GROUPING(brand) = <span class=\"hljs-number\">1<\/span>\n<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n  warehouse <span class=\"hljs-keyword\">NULLS LAST<\/span>,\n  brand <span class=\"hljs-keyword\">NULLS LAST<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-16\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PostgreSQL SQL dialect and PL\/pgSQL<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">pgsql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p><a href=\"https:\/\/www.pgtutorial.com\/playground\/?db=inventory-reports&amp;q=U0VMRUNUIHdhcmVob3VzZSwgYnJhbmQsIEdST1VQSU5HKHdhcmVob3VzZSkgd2FyZWhvdXNlX2dyb3VwaW5nLCBHUk9VUElORyhicmFuZCkgYnJhbmRfZ3JvdXBpbmcsIFNVTShxdWFudGl0eSkgdG90YWwgRlJPTSBpbnZlbnRvcnlfcmVwb3J0cyBHUk9VUCBCWSBHUk9VUElORyBTRVRTICgod2FyZWhvdXNlKSwgKGJyYW5kKSwgKCkpIEhBVklORyBHUk9VUElORyhicmFuZCkgPSAxIE9SREVSIEJZIHdhcmVob3VzZSBOVUxMUyBMQVNULCBicmFuZCBOVUxMUyBMQVNUOw%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-17\" data-shcb-language-name=\"plaintext\" data-shcb-language-slug=\"plaintext\"><span><code class=\"hljs language-plaintext\">   warehouse   | brand | warehouse_grouping | brand_grouping | total\n---------------+-------+--------------------+----------------+-------\n San Francisco | NULL  |                  0 |              1 |   300\n San Jose      | NULL  |                  0 |              1 |   150\n Texas         | NULL  |                  0 |              1 |   450\n NULL          | NULL  |                  1 |              1 |   900<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-17\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">plaintext<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">plaintext<\/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 PostgreSQL <code>GROUPING SETS<\/code> to create multiple groupings within the same query. <\/li>\n\n\n\n<li>The <code>GROUPING<\/code> function returns 1 if the column is aggregated or 0 otherwise.<\/li>\n<\/ul>\n<div class=\"helpful-block-content\" data-title=\"\">\n\t<header>\n\t\t<div 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