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<title data-rh="true">What is a relationship? | DataHub</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.datahub.com/docs/what/relationship"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="What is a relationship? | DataHub"><meta data-rh="true" name="description" content="A relationship is a named associate between exactly two entities, a source and a destination."><meta data-rh="true" property="og:description" content="A relationship is a named associate between exactly two entities, a source and a destination."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.datahub.com/docs/what/relationship"><link data-rh="true" rel="alternate" href="https://docs.datahub.com/docs/what/relationship" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.datahub.com/docs/what/relationship" hreflang="x-default"><link data-rh="true" rel="preconnect" href="https://RK0UG797F3-dsn.algolia.net" crossorigin="anonymous"><link rel="alternate" type="application/rss+xml" href="/learn/rss.xml" title="DataHub RSS Feed">
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</a><div class="searchBox_ZlJk"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><svg width="20" height="20" class="DocSearch-Search-Icon" viewBox="0 0 20 20" aria-hidden="true"><path d="M14.386 14.386l4.0877 4.0877-4.0877-4.0877c-2.9418 2.9419-7.7115 2.9419-10.6533 0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0 docsWrapper_BCFX"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docPage__5DB"><main class="docMainContainer_gTbr docMainContainerEnhanced_Uz_u"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>What is a relationship?</h1><p>A relationship is a named associate between exactly two <a href="/docs/what/entity">entities</a>, a source and a destination.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/metadata-modeling.png" class="img_ev3q"></p><p>From the above graph, a <code>Group</code> entity can be linked to a <code>User</code> entity via a <code>HasMember</code> relationship.
Note that the name of the relationship reflects the direction, i.e. pointing from <code>Group</code> to <code>User</code>.
This is due to the fact that the actual metadata aspect holding this information is associated with <code>Group</code>, rather than
User.
Had the direction been reversed, the relationship would have been named <code>IsMemberOf</code> instead.
See <a href="#direction-of-relationships">Direction of Relationships</a> for more discussions on relationship directionality.
A specific instance of a relationship, e.g. <code>urn:li:corpGroup:group1</code> has a member <code>urn:li:corpuser:user1</code>,
corresponds to an edge in the metadata graph.</p><p>Relationships are meant to be &quot;entity-neutral&quot;. In other words, one would expect to use the same <code>OwnedBy</code> relationship
to link a <code>Dataset</code> to a <code>User</code> and to link a <code>Dashboard</code> to a <code>User</code>.
As Pegasus doesnt allow typing a field using multiple URNs (because theyre all essentially strings), we resort to
using generic URN type for the source and destination.
We also introduce a <code>@Relationship</code> <a href="/docs/metadata-modeling/extending-the-metadata-model/#relationship">annotation</a> to
limit the allowed source and destination URN types.</p><p>While its possible to model relationships in rest.li
as <a href="https://linkedin.github.io/rest.li/modeling/modeling#association" target="_blank" rel="noopener noreferrer">association resources</a>, which often get stored as
mapping tables, it is far more common to model them as &quot;foreign keys&quot; field in a metadata aspect. For instance,
the <code>Ownership</code> aspect is likely to contain an array of owners corpUser URNs.</p><p>Below is an example of how a relationship is modeled in PDL. Note that:</p><ol><li>This aspect, <code>nativeGroupMembership</code> would be associated with a <code>corpUser</code></li><li>The <code>corpUser</code>&#x27;s aspect points to one or more parent entities of type <code>corpGroup</code></li></ol><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">namespace com.linkedin.identity</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">import com.linkedin.common.Urn</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/**</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> * Carries information about the native CorpGroups a user is in.</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> */</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">@Aspect = {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;nativeGroupMembership&quot;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">}</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">record NativeGroupMembership {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> @Relationship = {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;/*&quot;: {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;name&quot;: &quot;IsMemberOfNativeGroup&quot;,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> &quot;entityTypes&quot;: [ &quot;corpGroup&quot; ]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> }</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> nativeGroups: array[Urn]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="direction-of-relationships">Direction of Relationships<a href="#direction-of-relationships" class="hash-link" aria-label="Direct link to Direction of Relationships" title="Direct link to Direction of Relationships"></a></h2><p>As relationships are modeled as directed edges between nodes, its natural to ask which way should it be pointing,
or should there be edges going both ways? The answer is, &quot;doesnt really matter.&quot; Its rather an aesthetic choice than
technical one.</p><p>For one, the actual direction doesnt really impact the execution of graph queries. Most graph DBs are fully capable of
traversing edges in reverse direction efficiently.</p><p>That being said, generally theres a more &quot;natural way&quot; to specify the direction of a relationship, which closely relate
to how the metadata is stored. For example, the membership information for an LDAP group is generally stored as a list
in groups metadata. As a result, its more natural to model a <code>HasMember</code> relationship that points from a group to a
member, instead of a <code>IsMemberOf</code> relationship pointing from member to group.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="high-cardinality-relationships">High Cardinality Relationships<a href="#high-cardinality-relationships" class="hash-link" aria-label="Direct link to High Cardinality Relationships" title="Direct link to High Cardinality Relationships"></a></h2><p>See <a href="/docs/advanced/high-cardinality">this doc</a> for suggestions on how to best model relationships with high
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