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    <title>MongoDB Jira</title>
    <link>https://jira.mongodb.org</link>
    <description>This file is an XML representation of an issue</description>
    <language>en-us</language>    <build-info>
        <version>9.7.1</version>
        <build-number>970001</build-number>
        <build-date>13-04-2023</build-date>
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<item>
            <title>[DOCS-14794] [SERVER] improvement required for the &quot; $exists &quot; documentation</title>
                <link>https://jira.mongodb.org/browse/DOCS-14794</link>
                <project id="10380" key="DOCS">Documentation</project>
                    <description>&lt;p&gt;The following information/clarification should be added to &lt;a href=&quot;https://docs.mongodb.com/manual/reference/operator/query/exists/&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;$exists&lt;/a&gt; documentation, to greatly reduce repetitive questions support is getting about the performance of exists :&lt;/p&gt;

&lt;p&gt;&#160;&lt;/p&gt;

&lt;p&gt;add a &lt;b&gt;new section&lt;/b&gt; to the $exists page-&lt;/p&gt;
&lt;h2&gt;&lt;a name=&quot;%C2%A0Improving%24EXISTSperformance&quot;&gt;&lt;/a&gt;&#160; &lt;b&gt;Improving $EXISTS performance&lt;/b&gt;&lt;/h2&gt;

&lt;p&gt;when running a query for retrieve/count documents where&lt;/p&gt;

&lt;p&gt;&lt;b&gt;field:{&lt;/b&gt; &lt;a href=&quot;https://docs.mongodb.com/manual/reference/operator/query/exists/&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;&lt;b&gt;$exists&lt;/b&gt;&lt;/a&gt;&lt;b&gt;:true}&lt;/b&gt; &lt;br/&gt;
 even though the &lt;tt&gt;field&lt;/tt&gt; we are querying by is indexed , the all the collection pages will be examined , instead of just scanning index&lt;/p&gt;

&lt;p&gt;This is highly inefficient and significantly degrades query performance&lt;/p&gt;

&lt;p&gt;For example :&lt;/p&gt;
&lt;p/&gt;
&lt;div id=&quot;syntaxplugin&quot; class=&quot;syntaxplugin&quot; style=&quot;border: 1px dashed #bbb; border-radius: 5px !important; overflow: auto; max-height: 30em;&quot;&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; style=&quot;font-size: 1em; line-height: 1.4em !important; font-weight: normal; font-style: normal; color: black;&quot;&gt;
		&lt;tbody &gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;  margin-top: 10px;   margin-bottom: 10px;  width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;db.collection.countDocuments({auditDate:{$exists:true}})&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
			&lt;/tbody&gt;
&lt;/table&gt;
&lt;/div&gt;
&lt;p/&gt;
&lt;p&gt;(query meaning - search for documents where the &lt;tt&gt;auditDate&lt;/tt&gt; field exists in a collection (either with a value or with a null value)&lt;/p&gt;

&lt;p&gt;To make such query more efficient - a &lt;a href=&quot;https://docs.mongodb.com/manual/core/index-sparse/&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;&lt;b&gt;sparse index&lt;/b&gt;&lt;/a&gt; should be created over the specific field.&lt;/p&gt;

&lt;p&gt;example for creating a sparse index:&lt;/p&gt;
&lt;p/&gt;
&lt;div id=&quot;syntaxplugin&quot; class=&quot;syntaxplugin&quot; style=&quot;border: 1px dashed #bbb; border-radius: 5px !important; overflow: auto; max-height: 30em;&quot;&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; style=&quot;font-size: 1em; line-height: 1.4em !important; font-weight: normal; font-style: normal; color: black;&quot;&gt;
		&lt;tbody &gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;  margin-top: 10px;   width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&amp;gt; db.getCollection(&apos;collection&apos;).createIndex( &lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;   width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;    { &apos;auditDate&apos;: 1 },&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;   width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;    {  name: &apos;auditDate_sparse_index_1&apos;, sparse: true  }&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;   margin-bottom: 10px;  width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;)&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
			&lt;/tbody&gt;
&lt;/table&gt;
&lt;/div&gt;
&lt;p/&gt;
&lt;p&gt;When the sparse index is in place, such a query will run exclusively using the index with increased efficiency and speed.&lt;/p&gt;

&lt;p&gt;an alternative query to using &lt;b&gt;$exists&lt;/b&gt;:&lt;/p&gt;

&lt;p&gt;(Relevant for use cases where a user is looking only for documents where the field we are querying by is not-null)&lt;/p&gt;

&lt;p&gt;using a standard index (no need for sparse index) , run:&lt;/p&gt;
&lt;p/&gt;
&lt;div id=&quot;syntaxplugin&quot; class=&quot;syntaxplugin&quot; style=&quot;border: 1px dashed #bbb; border-radius: 5px !important; overflow: auto; max-height: 30em;&quot;&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; style=&quot;font-size: 1em; line-height: 1.4em !important; font-weight: normal; font-style: normal; color: black;&quot;&gt;
		&lt;tbody &gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;  margin-top: 10px;   margin-bottom: 10px;  width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt; db.collection.countDocuments({auditDate:{$ne:null}})&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
			&lt;/tbody&gt;
&lt;/table&gt;
&lt;/div&gt;
&lt;p/&gt;</description>
                <environment></environment>
        <key id="1873682">DOCS-14794</key>
            <summary>[SERVER] improvement required for the &quot; $exists &quot; documentation</summary>
                <type id="3" iconUrl="https://jira.mongodb.org/secure/viewavatar?size=xsmall&amp;avatarId=14718&amp;avatarType=issuetype">Task</type>
                                            <priority id="3" iconUrl="https://jira.mongodb.org/images/icons/priorities/major.svg">Major - P3</priority>
                        <status id="6" iconUrl="https://jira.mongodb.org/images/icons/statuses/closed.png" description="The issue is considered finished, the resolution is correct. Issues which are closed can be reopened.">Closed</status>
                    <statusCategory id="3" key="done" colorName="success"/>
                                    <resolution id="9">Done</resolution>
                                        <assignee username="jason.price@mongodb.com">Jason Price</assignee>
                                    <reporter username="dror.mikdash@mongodb.com">Dror Mikdash</reporter>
                        <labels>
                    </labels>
                <created>Tue, 14 Sep 2021 14:07:25 +0000</created>
                <updated>Mon, 30 Oct 2023 20:01:30 +0000</updated>
                            <resolved>Tue, 9 Nov 2021 18:34:55 +0000</resolved>
                                                    <fixVersion>Server_Docs_20231030</fixVersion>
                                    <component>manual</component>
                    <component>Server</component>
                        <due></due>
                            <votes>0</votes>
                                    <watches>7</watches>
                                                                                                                <comments>
                            <comment id="4178423" author="xgen-internal-githook" created="Tue, 9 Nov 2021 18:34:30 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;jason-price-mongodb&apos;, &apos;email&apos;: &apos;69260375+jason-price-mongodb@users.noreply.github.com&apos;, &apos;username&apos;: &apos;jason-price-mongodb&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/DOCS-14794&quot; title=&quot;[SERVER] improvement required for the &amp;quot; $exists &amp;quot; documentation&quot; class=&quot;issue-link&quot; data-issue-key=&quot;DOCS-14794&quot;&gt;&lt;del&gt;DOCS-14794&lt;/del&gt;&lt;/a&gt; exists update (#6100) (#6104)&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;br/&gt;
Branch: v4.0&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/docs/commit/5ef89d96d9ab49cd938b281f2d8273ae977a3b86&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/docs/commit/5ef89d96d9ab49cd938b281f2d8273ae977a3b86&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="4178389" author="xgen-internal-githook" created="Tue, 9 Nov 2021 18:25:24 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;jason-price-mongodb&apos;, &apos;email&apos;: &apos;69260375+jason-price-mongodb@users.noreply.github.com&apos;, &apos;username&apos;: &apos;jason-price-mongodb&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/DOCS-14794&quot; title=&quot;[SERVER] improvement required for the &amp;quot; $exists &amp;quot; documentation&quot; class=&quot;issue-link&quot; data-issue-key=&quot;DOCS-14794&quot;&gt;&lt;del&gt;DOCS-14794&lt;/del&gt;&lt;/a&gt; exists update (#6100) (#6103)&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;br/&gt;
Branch: v4.2&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/docs/commit/f36c720d01e4c1e1b5c7d58de70f43e7a30fc7d7&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/docs/commit/f36c720d01e4c1e1b5c7d58de70f43e7a30fc7d7&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="4178360" author="xgen-internal-githook" created="Tue, 9 Nov 2021 18:16:29 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;jason-price-mongodb&apos;, &apos;email&apos;: &apos;69260375+jason-price-mongodb@users.noreply.github.com&apos;, &apos;username&apos;: &apos;jason-price-mongodb&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/DOCS-14794&quot; title=&quot;[SERVER] improvement required for the &amp;quot; $exists &amp;quot; documentation&quot; class=&quot;issue-link&quot; data-issue-key=&quot;DOCS-14794&quot;&gt;&lt;del&gt;DOCS-14794&lt;/del&gt;&lt;/a&gt; exists update (#6100) (#6102)&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;br/&gt;
Branch: v4.4&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/docs/commit/659b57e7495bb7951c55f1bdadef7dc0e662aebc&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/docs/commit/659b57e7495bb7951c55f1bdadef7dc0e662aebc&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="4178314" author="xgen-internal-githook" created="Tue, 9 Nov 2021 18:06:56 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;jason-price-mongodb&apos;, &apos;email&apos;: &apos;69260375+jason-price-mongodb@users.noreply.github.com&apos;, &apos;username&apos;: &apos;jason-price-mongodb&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/DOCS-14794&quot; title=&quot;[SERVER] improvement required for the &amp;quot; $exists &amp;quot; documentation&quot; class=&quot;issue-link&quot; data-issue-key=&quot;DOCS-14794&quot;&gt;&lt;del&gt;DOCS-14794&lt;/del&gt;&lt;/a&gt; exists update (#6100) (#6101)&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;br/&gt;
Branch: v5.0&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/docs/commit/ac5240246514a86aeca2cf5c72795447db32091c&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/docs/commit/ac5240246514a86aeca2cf5c72795447db32091c&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="4178266" author="xgen-internal-githook" created="Tue, 9 Nov 2021 17:54:23 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;jason-price-mongodb&apos;, &apos;email&apos;: &apos;69260375+jason-price-mongodb@users.noreply.github.com&apos;, &apos;username&apos;: &apos;jason-price-mongodb&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/DOCS-14794&quot; title=&quot;[SERVER] improvement required for the &amp;quot; $exists &amp;quot; documentation&quot; class=&quot;issue-link&quot; data-issue-key=&quot;DOCS-14794&quot;&gt;&lt;del&gt;DOCS-14794&lt;/del&gt;&lt;/a&gt; exists update (#6100)&lt;/p&gt;

&lt;p&gt;Co-authored-by: jason-price-mongodb &amp;lt;jshfjghsdfgjsdjh@aolsdjfhkjsdhfkjsdf.com&amp;gt;&lt;br/&gt;
Branch: master&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/docs/commit/9c6daabed7454953653161ccb596ffc75e2786fe&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/docs/commit/9c6daabed7454953653161ccb596ffc75e2786fe&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="4176765" author="JIRAUSER1259116" created="Tue, 9 Nov 2021 07:10:56 +0000"  >&lt;p&gt;&lt;a href=&quot;https://jira.mongodb.org/secure/ViewProfile.jspa?name=jason.price&quot; class=&quot;user-hover&quot; rel=&quot;jason.price&quot;&gt;jason.price&lt;/a&gt;&#160; saw the changes.&#160; lgtm&lt;/p&gt;</comment>
                            <comment id="4059370" author="JIRAUSER1254807" created="Tue, 14 Sep 2021 17:35:39 +0000"  >&lt;p&gt;&lt;a href=&quot;https://jira.mongodb.org/secure/ViewProfile.jspa?name=dror.mikdash&quot; class=&quot;user-hover&quot; rel=&quot;dror.mikdash&quot;&gt;dror.mikdash&lt;/a&gt; Is this new in version 5.0 or does the behavior also show up in earlier MDB versions?&lt;/p&gt;</comment>
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