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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>[SERVER-13201] Allow new Aggregation $merge stage to explicitly name a DB to write to</title>
                <link>https://jira.mongodb.org/browse/SERVER-13201</link>
                <project id="10000" key="SERVER">Core Server</project>
                    <description>&lt;p&gt;Using 2.6.0rc1 (Linux x86-64) I&apos;ve been doing some research into speeding up some Aggregation use cases via Parallelisation. For the full investigation see here: &lt;a href=&quot;http://pauldone.blogspot.co.uk/2014/03/mongoparallelaggregation.html&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;http://pauldone.blogspot.co.uk/2014/03/mongoparallelaggregation.html&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;One of the main outcomes, was although a good speed-up can be achieved with multiple threads each running aggregate() on a subset of the collection&apos;s data, the main thing holding back further performance improvement was the threads queueing to write out to result collections in the same database, queueing for the DB write-lock.&lt;/p&gt;

&lt;p&gt;In the tests, the $out operator &lt;a href=&quot;http://docs.mongodb.org/master/reference/operator/aggregation/out/&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;http://docs.mongodb.org/master/reference/operator/aggregation/out/&lt;/a&gt; is being used to specify different output collection for each thread&apos;s aggregate() invocation. However the $out operator does not allow one to specify a named database, in addition to a named collection. As a result, the same database as the aggregation&apos;s source collection is assumed and it&apos;s not possible to use different databases, to remove the write-lock bottleneck for such use cases.&lt;/p&gt;

&lt;p&gt;Please consider enhancing the $out operator to support declaring a target database in addition to a target collection, in a similar manner to how this can already be achieved today in MongoDB&apos;s MapReduce function (specifically the mapReduce() function&apos;s &apos;out&apos; option - &lt;a href=&quot;http://docs.mongodb.org/manual/reference/method/db.collection.mapReduce/#mapreduce-out-mtd&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;http://docs.mongodb.org/manual/reference/method/db.collection.mapReduce/#mapreduce-out-mtd&lt;/a&gt; )&lt;/p&gt;

&lt;p&gt;Thanks Paul&lt;/p&gt;
</description>
                <environment></environment>
        <key id="120611">SERVER-13201</key>
            <summary>Allow new Aggregation $merge stage to explicitly name a DB to write to</summary>
                <type id="4" iconUrl="https://jira.mongodb.org/secure/viewavatar?size=xsmall&amp;avatarId=14710&amp;avatarType=issuetype">Improvement</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="kyle.suarez@mongodb.com">Kyle Suarez</assignee>
                                    <reporter username="paul.done@mongodb.com">Paul Done</reporter>
                        <labels>
                            <label>usability</label>
                    </labels>
                <created>Fri, 14 Mar 2014 13:15:15 +0000</created>
                <updated>Fri, 30 Oct 2020 02:00:55 +0000</updated>
                            <resolved>Tue, 28 Aug 2018 15:12:01 +0000</resolved>
                                    <version>2.6.0-rc1</version>
                                    <fixVersion>4.1.3</fixVersion>
                                    <component>Aggregation Framework</component>
                                        <votes>13</votes>
                                    <watches>15</watches>
                                                                                                                <comments>
                            <comment id="1987635" author="kyle.suarez" created="Tue, 28 Aug 2018 15:12:01 +0000"  >&lt;p&gt;*&lt;b&gt;edited to reflect renaming of output stage to existing collections to $merge&lt;/b&gt;*&lt;/p&gt;

&lt;p&gt;As part of the new $merge features slated for MongoDB 4.2, users can use $merge to write the contents of an aggregation to a collection in a foreign database (that is, a database separate from the aggregation database). -&lt;del&gt;This works for modes &quot;insertDocuments&quot; and &quot;replaceDocuments&quot;, and is also supported in a sharded cluster.&lt;/del&gt;-&lt;/p&gt;

&lt;p&gt;The output database is specified in the &quot;db&quot; field of the $merge specification:&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; use test&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;switched to db test&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;&amp;gt; db.coll.find()&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;{ &lt;/span&gt;&lt;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;_id&quot;&lt;/span&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;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;hello world&quot;&lt;/span&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;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  bgcolor=&quot;#e0e0e0&quot;  style=&quot; background-color: #e0e0e0 !important; 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;&amp;gt; db.coll.aggregate({$merge:{into: {db: &lt;/span&gt;&lt;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;foreign&quot;&lt;/span&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;, to: &lt;/span&gt;&lt;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;output&quot;&lt;/span&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;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;&amp;gt; use foreign&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;switched to db foreign&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;&amp;gt; db.output.find()&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;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;_id&quot;&lt;/span&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;span style=&quot;color: blue; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;&quot;hello world&quot;&lt;/span&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;Output to a foreign database is not yet supported for $out; that work will be tracked in &lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-36832&quot; title=&quot;Allow $out to different database&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-36832&quot;&gt;&lt;del&gt;SERVER-36832&lt;/del&gt;&lt;/a&gt;.&lt;/p&gt;</comment>
                            <comment id="1987615" author="xgen-internal-githook" created="Tue, 28 Aug 2018 15:03:26 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{&apos;name&apos;: &apos;Kyle Suarez&apos;, &apos;email&apos;: &apos;kyle.suarez@mongodb.com&apos;, &apos;username&apos;: &apos;ksuarz&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-13201&quot; title=&quot;Allow new Aggregation $merge stage to explicitly name a DB to write to&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-13201&quot;&gt;&lt;del&gt;SERVER-13201&lt;/del&gt;&lt;/a&gt; support $out to foreign database&lt;/p&gt;

&lt;p&gt;Allows $out to write to a database foreign to the aggregation namespace&lt;br/&gt;
when the mode is &quot;insertDocuments&quot; or &quot;replaceDocuments&quot;&lt;br/&gt;
Branch: master&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/mongo/commit/15d627c3b7b9b1b2ca4d2f729102f730a0568c1c&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/mongo/commit/15d627c3b7b9b1b2ca4d2f729102f730a0568c1c&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="880556" author="jon.rangel@10gen.com" created="Tue, 14 Apr 2015 10:31:28 +0000"  >&lt;p&gt;This is also useful in a sharded cluster.  If the output of aggregration can go to a different database then the outputs from different aggregations can be sent to different shards.  Querying of those output collections does not then bottleneck on the primary shard of the source database.&lt;/p&gt;</comment>
                            <comment id="560285" author="dancerjohn" created="Wed, 23 Apr 2014 14:31:05 +0000"  >&lt;p&gt;The one the reasons this is very helpful is to write temp / search results to a DB that is not part of a replica set.&lt;/p&gt;</comment>
                    </comments>
                <issuelinks>
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        </issuelink>
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            <issuekey id="570452">SERVER-36081</issuekey>
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