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        <build-date>13-04-2023</build-date>
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<item>
            <title>[SERVER-13447] provide $projection operator to get type of field</title>
                <link>https://jira.mongodb.org/browse/SERVER-13447</link>
                <project id="10000" key="SERVER">Core Server</project>
                    <description>&lt;h3&gt;&lt;a name=&quot;Syntax&quot;&gt;&lt;/a&gt;Syntax&lt;/h3&gt;
&lt;p/&gt;
&lt;div id=&quot;syntaxplugin&quot; class=&quot;syntaxplugin&quot; style=&quot;border: 1px dashed #bbb; border-radius: 5px !important; overflow: auto; max-height: 30em;&quot;&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; style=&quot;font-size: 1em; line-height: 1.4em !important; font-weight: normal; font-style: normal; color: black;&quot;&gt;
		&lt;tbody &gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;  margin-top: 10px;   margin-bottom: 10px;  width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;{$type: &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;$fieldName&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;h3&gt;&lt;a name=&quot;Examples&quot;&gt;&lt;/a&gt;Examples&lt;/h3&gt;
&lt;h4&gt;&lt;a name=&quot;Input&quot;&gt;&lt;/a&gt;Input&lt;/h4&gt;
&lt;p/&gt;
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				&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;{_id: NumberLong(4)}&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;h4&gt;&lt;a name=&quot;Pipeline&quot;&gt;&lt;/a&gt;Pipeline&lt;/h4&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;db.coll.aggregate([{&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;    $project: {&lt;/span&gt;&lt;/pre&gt;
			&lt;/td&gt;
		&lt;/tr&gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;   width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;        _id: {$type: &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;/pre&gt;
			&lt;/td&gt;
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			&lt;/td&gt;
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						&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;h4&gt;&lt;a name=&quot;Output&quot;&gt;&lt;/a&gt;Output&lt;/h4&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;
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				&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;{_id: &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;long&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;h3&gt;&lt;a name=&quot;AdditionalNotes&quot;&gt;&lt;/a&gt;Additional Notes&lt;/h3&gt;
&lt;ul&gt;
	&lt;li&gt;Type names will match the query $type operator.&lt;/li&gt;
	&lt;li&gt;Note in a query, the $type will try to match elements inside of an array, so a {$type: &apos;array&apos;} will only match nested arrays. This will not be the case in aggregation. The type of an array will be &apos;array&apos;.&lt;/li&gt;
	&lt;li&gt;Adding a $in expression (&lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-6146&quot; title=&quot;aggregation framework should have an $in expression&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-6146&quot;&gt;&lt;del&gt;SERVER-6146&lt;/del&gt;&lt;/a&gt;) and a $switch expression (&lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-10689&quot; title=&quot;Add a $switch expression&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-10689&quot;&gt;&lt;del&gt;SERVER-10689&lt;/del&gt;&lt;/a&gt;) should make it easier to tell if something is numeric.&lt;/li&gt;
&lt;/ul&gt;



&lt;h3&gt;&lt;a name=&quot;OriginalDescription&quot;&gt;&lt;/a&gt;Original Description&lt;/h3&gt;
&lt;p&gt;If there was an equivalent of $type field (it can return bson type number or something else) it would be highly useful to do appropriate processing only if a field is a particular type.&lt;/p&gt;

&lt;p&gt;For example, without knowing if a field is always an array, it&apos;s possible to get an error trying to $unwind or to get $size - if you could &lt;/p&gt;
&lt;p/&gt;
&lt;div id=&quot;syntaxplugin&quot; class=&quot;syntaxplugin&quot; style=&quot;border: 1px dashed #bbb; border-radius: 5px !important; overflow: auto; max-height: 30em;&quot;&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; border=&quot;0&quot; width=&quot;100%&quot; style=&quot;font-size: 1em; line-height: 1.4em !important; font-weight: normal; font-style: normal; color: black;&quot;&gt;
		&lt;tbody &gt;
				&lt;tr id=&quot;syntaxplugin_code_and_gutter&quot;&gt;
						&lt;td  style=&quot; line-height: 1.4em !important; padding: 0em; vertical-align: top;&quot;&gt;
					&lt;pre style=&quot;font-size: 1em; margin: 0 10px;  margin-top: 10px;   margin-bottom: 10px;  width: auto; padding: 0;&quot;&gt;&lt;span style=&quot;color: black; font-family: &apos;Consolas&apos;, &apos;Bitstream Vera Sans Mono&apos;, &apos;Courier New&apos;, Courier, monospace !important;&quot;&gt;{$project: {typeOfFoo:{$type:&quot;$foo&quot;}}}&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;you could now do different processing/operations depending on whether type is an array or not, or if it&apos;s a string vs number vs date, etc.&lt;/p&gt;</description>
                <environment></environment>
        <key id="128832">SERVER-13447</key>
            <summary>provide $projection operator to get type of field</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="benjamin.murphy">Benjamin Murphy</assignee>
                                    <reporter username="asya.kamsky@mongodb.com">Asya Kamsky</reporter>
                        <labels>
                            <label>expression</label>
                    </labels>
                <created>Tue, 1 Apr 2014 19:21:47 +0000</created>
                <updated>Mon, 5 Dec 2016 14:18:38 +0000</updated>
                            <resolved>Tue, 15 Mar 2016 15:42:46 +0000</resolved>
                                                    <fixVersion>3.3.4</fixVersion>
                                    <component>Aggregation Framework</component>
                                        <votes>0</votes>
                                    <watches>9</watches>
                                                                                                                <comments>
                            <comment id="1203919" author="benjamin.murphy" created="Tue, 15 Mar 2016 15:42:46 +0000"  >&lt;p&gt;This patch adds a new aggregation expression, $type, which produces a string representing the type of the input field. It will need to be documented here: &lt;a href=&quot;https://docs.mongodb.org/manual/meta/aggregation-quick-reference/#aggregation-expressions&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://docs.mongodb.org/manual/meta/aggregation-quick-reference/#aggregation-expressions&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Drivers will need to be updated to properly translate the new expression as well.&lt;/p&gt;</comment>
                            <comment id="1203883" author="xgen-internal-githook" created="Tue, 15 Mar 2016 15:25:02 +0000"  >&lt;p&gt;Author:&lt;/p&gt;
{u&apos;username&apos;: u&apos;benjaminmurphy&apos;, u&apos;name&apos;: u&apos;Benjamin Murphy&apos;, u&apos;email&apos;: u&apos;benjamin_murphy@me.com&apos;}
&lt;p&gt;Message: &lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-13447&quot; title=&quot;provide $projection operator to get type of field&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-13447&quot;&gt;&lt;del&gt;SERVER-13447&lt;/del&gt;&lt;/a&gt; Added type expression to aggregation.&lt;br/&gt;
Branch: master&lt;br/&gt;
&lt;a href=&quot;https://github.com/mongodb/mongo/commit/a9d3450f9a40c6ef02b5713c9f0841aa424a327a&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;https://github.com/mongodb/mongo/commit/a9d3450f9a40c6ef02b5713c9f0841aa424a327a&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="1200890" author="charlie.swanson" created="Fri, 11 Mar 2016 18:27:21 +0000"  >&lt;p&gt;After some internal discussion, I&apos;ve updated the description to match the agreed-upon design.&lt;/p&gt;</comment>
                            <comment id="986630" author="asya" created="Thu, 23 Jul 2015 05:16:42 +0000"  >&lt;p&gt;If anyone is looking for a workaround based on total type ordering, I show an example of it here:&lt;br/&gt;
&lt;a href=&quot;http://www.kamsky.org/stupid-tricks-with-mongodb/determining-type-of-field-in-mongodb-aggregation&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;http://www.kamsky.org/stupid-tricks-with-mongodb/determining-type-of-field-in-mongodb-aggregation&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="966320" author="asya" created="Wed, 15 Jul 2015 01:47:15 +0000"  >&lt;p&gt;Turns out since 3.0 added total ordering across all types it is possible to generate types in project stage with an if-then-else type structure/expression.&lt;/p&gt;</comment>
                            <comment id="966156" author="asya" created="Tue, 14 Jul 2015 21:31:19 +0000"  >&lt;p&gt;As of 3.1.5 there is an $isArray operator in $project which returns true if field is an array  (&lt;a href=&quot;https://jira.mongodb.org/browse/SERVER-18222&quot; title=&quot;Add $isArray aggregation expression&quot; class=&quot;issue-link&quot; data-issue-key=&quot;SERVER-18222&quot;&gt;&lt;del&gt;SERVER-18222&lt;/del&gt;&lt;/a&gt;).&lt;/p&gt;

</comment>
                            <comment id="587680" author="asya" created="Sat, 17 May 2014 20:53:24 +0000"  >&lt;p&gt;meanwhile I did find a workaround for checking if something is an array:&lt;/p&gt;

&lt;p&gt;Projecting a field that has value &quot;$array.0&quot; will give you something you can check - if it&apos;s null field was not an array, if it&apos;s [ ] then it was an array.&lt;/p&gt;

&lt;p&gt;Described/demoed here:&lt;br/&gt;
&lt;a href=&quot;http://www.kamsky.org/stupid-tricks-with-mongodb/is-it-an-array&quot; class=&quot;external-link&quot; target=&quot;_blank&quot; rel=&quot;nofollow noopener&quot;&gt;http://www.kamsky.org/stupid-tricks-with-mongodb/is-it-an-array&lt;/a&gt;&lt;/p&gt;
</comment>
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                            <customfieldvalue>1|hrlxlj:</customfieldvalue>

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                            <customfieldvalue>2|hre1uf:</customfieldvalue>

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                    </customfield>
                                                                <customfield id="customfield_10558" key="com.pyxis.greenhopper.jira:gh-global-rank">
                        <customfieldname>Rank (Obsolete)</customfieldname>
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                            <customfieldvalue>110336</customfieldvalue>
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                                                                                            <customfield id="customfield_23361" key="com.onresolve.jira.groovy.groovyrunner:scripted-field">
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                                                                                                                                                                                                                                        <customfield id="customfield_10557" key="com.pyxis.greenhopper.jira:gh-sprint">
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                        <customfield id="customfield_22870" key="com.onresolve.jira.groovy.groovyrunner:scripted-field">
                        <customfieldname>Triagers</customfieldname>
                        <customfieldvalues>
                                

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                                                                                                                                                                                                                                                                                                                                                                                    <customfield id="customfield_14350" key="com.pyxis.greenhopper.jira:gh-lexo-rank">
                        <customfieldname>serverRank</customfieldname>
                        <customfieldvalues>
                            <customfieldvalue>1|hrjdlb:</customfieldvalue>

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