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itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developing on DataHub</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Modules</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">metadata-service</span><meta itemprop="position" content="3"></li></ul></nav><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>DataHub Metadata Service (Also known as GMS)</h1><p>DataHub Metadata Service is a service written in Java consisting of multiple servlets:</p><ol><li>A public GraphQL API for fetching and mutating objects on the metadata graph.</li><li>A general-purpose Rest.li API for ingesting the underlying storage models composing the Metadata graph.</li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="pre-requisites">Pre-requisites<a href="#pre-requisites" class="hash-link" aria-label="Direct link to Pre-requisites" title="Direct link to Pre-requisites"></a></h2><p>Follow the <a href="/docs/developers">main developer guide</a> to set up your development environment and install the required dependencies.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="build">Build<a href="#build" class="hash-link" aria-label="Direct link to Build" title="Direct link to Build"></a></h2><p><code>DataHub Metadata Service</code> is already built as part of top level build:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">./gradlew build</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><p>However, if you only want to build <code>DataHub Metadata Service</code> specifically:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">./gradlew :metadata-service:war:build</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="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies"></a></h2><p>Before starting <code>DataHub Metadata Service</code>, you need to make sure that <a href="https://github.com/datahub-project/datahub/blob/master/docker/kafka-setup" target="_blank" rel="noopener noreferrer">Kafka, Schema Registry & Zookeeper</a>,<br>
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<a href="https://github.com/datahub-project/datahub/blob/master/docker/elasticsearch" target="_blank" rel="noopener noreferrer">Elasticsearch</a> and <a href="https://github.com/datahub-project/datahub/blob/master/docker/mysql" target="_blank" rel="noopener noreferrer">MySQL</a> Docker containers are up and running.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="start-via-docker-image">Start via Docker image<a href="#start-via-docker-image" class="hash-link" aria-label="Direct link to Start via Docker image" title="Direct link to Start via Docker image"></a></h2><p>Quickest way to try out `DataHub Metadata Service`` is running the <a href="https://github.com/datahub-project/datahub/blob/master/docker/datahub-gms" target="_blank" rel="noopener noreferrer">Docker image</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="start-via-command-line">Start via command line<a href="#start-via-command-line" class="hash-link" aria-label="Direct link to Start via command line" title="Direct link to Start via command line"></a></h2><p>If you do modify things and want to try it out quickly without building the Docker image, you can also run
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the application directly from command line after a successful <a href="#build">build</a>:</p><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">./gradlew :metadata-service:war:run</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><p>To run with debug logs printed to console, use</p><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">./gradlew :metadata-service:war:run -Dlogback.debug=true</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="api-documentation">API Documentation<a href="#api-documentation" class="hash-link" aria-label="Direct link to API Documentation" title="Direct link to API Documentation"></a></h2><p>The Metadata Service hosts 2 distinct APIs:</p><ol><li><a href="https://graphql.org/" target="_blank" rel="noopener noreferrer">GraphQL</a> API</li><li><a href="https://linkedin.github.io/rest.li/" target="_blank" rel="noopener noreferrer">Rest.li</a> API</li></ol><p>The <strong>GraphQL API</strong> serves as the primary public API for the platform. It can be used to fetch and update metadata programatically in the
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language of your choice.</p><p>The <strong>Rest.li</strong> API represents the underlying persistence layer, and exposes the raw PDL models used in storage.
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Under the hood, it powers the GraphQL API. Aside from that, it is also used for system-specific ingestion of metadata, being used by
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the Metadata Ingestion Framework for pushing metadata into DataHub directly. For all intents and purposes, the Rest.li API is considered system-internal,
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meaning DataHub components are the only ones to consume this API directly.</p><p>When in doubt, opt to build on top of the friendlier GraphQL API.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="graphql-api">GraphQL API<a href="#graphql-api" class="hash-link" aria-label="Direct link to GraphQL API" title="Direct link to GraphQL API"></a></h3><p>DataHub Metadata Service exposes a <a href="https://graphql.org/" target="_blank" rel="noopener noreferrer">GraphQL</a> endpoint serving as the public API for DataHub metadata.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="exploring-the-graphql-api">Exploring the GraphQL API<a href="#exploring-the-graphql-api" class="hash-link" aria-label="Direct link to Exploring the GraphQL API" title="Direct link to Exploring the GraphQL API"></a></h4><p>To access GraphiQL, a browser-based exploration & documentation tool, simply navigate to either</p><ul><li><code>localhost:8080/api/graphiql</code> (<code>metadata-service</code>)</li><li><code>localhost:9002/api/graphiql</code> (<code>datahub-frontend-react</code>)</li></ul><p>after you've deployed your instance of DataHub.</p><p>Note that the version of the API available via the <code>datahub-frontend-react</code> container is protected by Cookie-based
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Authentication, whereas the API living at the <code>metadata-service</code> is not behind any Authentication by default.</p><p>In the coming weeks and months, we will be continuing to build out and improve the GraphQL API. Do note that it is still
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subject to frequent change, so please plan for this as you build on top of it.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="language-support">Language Support<a href="#language-support" class="hash-link" aria-label="Direct link to Language Support" title="Direct link to Language Support"></a></h5><p>To issue a GraphQL query programmatically, you can make use of a GraphQL client library. For a full list, see
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||
<a href="https://graphql.org/code/" target="_blank" rel="noopener noreferrer">GraphQL Code Libraries, Tools, & Services</a>.</p><p>Questions, concerns, feedback? Something you'd like to see added to the GraphQL API? Let us know on Slack!</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="restli-api">Rest.li API<a href="#restli-api" class="hash-link" aria-label="Direct link to Rest.li API" title="Direct link to Rest.li API"></a></h3><p>You can access basic documentation on the API endpoints by opening the <code>/restli/docs</code> endpoint in the browser.</p><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">python -c "import webbrowser; webbrowser.open('http://localhost:8080/restli/docs', new=2)"</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><p>*<!-- -->Please note that because DataHub is in a period of rapid development, the APIs below are subject to change.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="sample-api-calls">Sample API Calls<a href="#sample-api-calls" class="hash-link" aria-label="Direct link to Sample API Calls" title="Direct link to Sample API Calls"></a></h4><h4 class="anchor anchorWithStickyNavbar_LWe7" id="ingesting-aspects">Ingesting Aspects<a href="#ingesting-aspects" class="hash-link" aria-label="Direct link to Ingesting Aspects" title="Direct link to Ingesting Aspects"></a></h4><p>To ingest individual aspects into DataHub, you can use the following CURL:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token function" style="color:rgb(130, 170, 255)">curl</span><span class="token plain"> --location --request POST </span><span class="token string" style="color:rgb(195, 232, 141)">'http://localhost:8080/aspects?action=ingestProposal'</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--header </span><span class="token string" style="color:rgb(195, 232, 141)">'X-RestLi-Protocol-Version: 2.0.0'</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--header </span><span class="token string" style="color:rgb(195, 232, 141)">'Content-Type: application/json'</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data-raw </span><span class="token string" style="color:rgb(195, 232, 141)">'{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "proposal" : {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "entityType": "dataset",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "entityUrn" : "urn:li:dataset:(urn:li:dataPlatform:hive,SampleHiveDataset,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "changeType" : "UPSERT",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "aspectName" : "datasetUsageStatistics",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "aspect" : {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "value" : "{ \"timestampMillis\":1629840771000,\"uniqueUserCount\" : 10, \"totalSqlQueries\": 20, \"fieldCounts\": [ {\"fieldPath\": \"col1\", \"count\": 20}, {\"fieldPath\" : \"col2\", \"count\": 5} ]}",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> "contentType": "application/json"</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> }</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)"> }</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token string" style="color:rgb(195, 232, 141)">}'</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><p>Notice that you need to provide the target entity urn, the entity type, a change type (<code>UPSERT</code> + <code>DELETE</code> supported),
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the aspect name, and a JSON-serialized aspect, which corresponds to the PDL schema defined for the aspect.</p><p>For more examples of serialized aspect payloads, see <a href="https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/mce_files/bootstrap_mce.json" target="_blank" rel="noopener noreferrer">bootstrap_mce.json</a>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="ingesting-entities-legacy">Ingesting Entities (Legacy)<a href="#ingesting-entities-legacy" class="hash-link" aria-label="Direct link to Ingesting Entities (Legacy)" title="Direct link to Ingesting Entities (Legacy)"></a></h4><blockquote><p>Note - we are deprecating support for ingesting Entities via Snapshots. Please see <strong>Ingesting Aspects</strong> above for the latest
|
||
guidance around ingesting metadata into DataHub without defining or changing the legacy snapshot models. (e.g. using ConfigEntityRegistry)</p></blockquote><p>The Entity Snapshot Ingest endpoints allow you to ingest multiple aspects about a particular entity at the same time.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-a-user">Create a user<a href="#create-a-user" class="hash-link" aria-label="Direct link to Create a user" title="Direct link to Create a user"></a></h5><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.CorpUserSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:corpuser:footbarusername",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.identity.CorpUserInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "active":true,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "displayName":"Foo Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "fullName":"Foo Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "email":"fbar@linkedin.com"</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"> ]</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-a-group">Create a group<a href="#create-a-group" class="hash-link" aria-label="Direct link to Create a group" title="Direct link to Create a group"></a></h5><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.CorpGroupSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:corpGroup:dev",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.identity.CorpGroupInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "email":"dev@linkedin.com",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "admins":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:jdoe"</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"> "members":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:datahub",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:jdoe"</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"> "groups":[</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"> }</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"> }</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">}'</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-a-dataset">Create a dataset<a href="#create-a-dataset" class="hash-link" aria-label="Direct link to Create a dataset" title="Direct link to Create a dataset"></a></h5><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DatasetSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.common.Ownership":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "owners":[</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"> "owner":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":"DATAOWNER"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar"</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"> },</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"> "com.linkedin.common.InstitutionalMemory":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "elements":[</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"> "url":"https://www.linkedin.com",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Sample doc",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "createStamp":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar"</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"> ]</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.SchemaMetadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "schemaName":"FooEvent",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "platform":"urn:li:dataPlatform:foo",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "version":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar"</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"> "hash":"",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "platformSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.KafkaSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "documentSchema":"{\"type\":\"record\",\"name\":\"MetadataChangeEvent\",\"namespace\":\"com.linkedin.mxe\",\"doc\":\"Kafka event for proposing a metadata change for an entity.\",\"fields\":[{\"name\":\"auditHeader\",\"type\":{\"type\":\"record\",\"name\":\"KafkaAuditHeader\",\"namespace\":\"com.linkedin.avro2pegasus.events\",\"doc\":\"Header\"}}]}"</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"> "fields":[</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"> "fieldPath":"foo",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "nativeDataType":"string",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.StringType":{</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"> }</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"> ]</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"> ]</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-a-chart">Create a chart<a href="#create-a-chart" class="hash-link" aria-label="Direct link to Create a chart" title="Direct link to Create a chart"></a></h5><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.ChartSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:chart:(looker,baz1)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.chart.ChartInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "title":"Baz Chart 1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Baz Chart 1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "inputs":[</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"> "string":"urn:li:dataset:(urn:li:dataPlatform:hdfs,SampleHdfsDataset,PROD)"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:jdoe"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:datahub"</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"> }</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"> }</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">}'</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-a-dashboard">Create a dashboard<a href="#create-a-dashboard" class="hash-link" aria-label="Direct link to Create a dashboard" title="Direct link to Create a dashboard"></a></h5><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DashboardSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dashboard:(looker,baz)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.dashboard.DashboardInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "title":"Baz Dashboard",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Baz Dashboard",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "charts":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz1)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz2)"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:jdoe"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:datahub"</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"> }</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"> }</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">}'</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="create-tags">Create Tags<a href="#create-tags" class="hash-link" aria-label="Direct link to Create Tags" title="Direct link to Create Tags"></a></h5><p>To create a new tag called "Engineering", we can use the following curl.</p><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.TagSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:tag:Engineering",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.tag.TagProperties":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "name":"Engineering",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"The tag will be assigned to all assets owned by the Eng org."</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"> ]</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"> }</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><p>This tag can subsequently be associated with a Data Asset using the "Global Tags" aspect associated with each. For example,
|
||
to add a tag to a Dataset, you can use the following CURL:</p><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DatasetSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.common.GlobalTags":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "tags":[</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"> "tag":"urn:li:tag:Engineering"</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"> }</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"> }</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">}'</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><p>And to add the tag to a field in a particular Dataset's schema, you can use a CURL to update the EditableSchemaMetadata Aspect:</p><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DatasetSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.schema.EditableSchemaMetadata": {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "editableSchemaFieldInfo":[</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"> "fieldPath":"myFieldName",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "globalTags": {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "tags":[</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"> "tag":"urn:li:tag:Engineering"</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"> }</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"> }</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"> }</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">}'</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="soft-deleting-an-entity">Soft Deleting an Entity<a href="#soft-deleting-an-entity" class="hash-link" aria-label="Direct link to Soft Deleting an Entity" title="Direct link to Soft Deleting an Entity"></a></h5><p>DataHub uses a special "Status" aspect associated with each entity to represent the lifecycle state of an Entity.
|
||
To soft delete an entire Entity, you can use the special "Status" aspect. Note that soft deletion means that
|
||
an entity will not be discoverable via Search or Browse, but its entity page will still be viewable.</p><p>For example, to delete a particular chart:</p><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.ChartSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.common.Status":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "removed": true</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"> ],</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:chart:(looker,baz1)"</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"> }</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><p>To re-enable the Entity, you can make a similar request:</p><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">curl 'http://localhost:8080/entities?action=ingest' -X POST --data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.ChartSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.common.Status":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "removed": false</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"> ],</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:chart:(looker,baz1)"</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"> }</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><p>To issue a hard delete or soft-delete, or undo a particular ingestion run, you can use the <a href="/docs/how/delete-metadata">DataHub CLI</a>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="retrieving-entity-aspects">Retrieving Entity Aspects<a href="#retrieving-entity-aspects" class="hash-link" aria-label="Direct link to Retrieving Entity Aspects" title="Direct link to Retrieving Entity Aspects"></a></h4><p>Simply curl the <code>entitiesV2</code> endpoint of GMS:</p><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">curl 'http://localhost:8080/entitiesV2/<url-encoded-entity-urn>'</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><p>For example, to retrieve the latest aspects associated with the "SampleHdfsDataset" <code>Dataset</code>:</p><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">curl --header 'X-RestLi-Protocol-Version: 2.0.0' 'http://localhost:8080/entitiesV2/urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Ahdfs%2CSampleHdfsDataset%2CPROD%29'</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><p><strong>Example Response</strong></p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"urn"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:dataset:(urn:li:dataPlatform:hdfs,SampleHdfsDataset,PROD)"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"aspects"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"editableSchemaMetadata"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"editableSchemaMetadata"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"version"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"value"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:jdoe"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1581407189000</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"editableSchemaFieldInfo"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"fieldPath"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"shipment_info"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"globalTags"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"tags"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"tag"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:tag:Legacy"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"lastModified"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:jdoe"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1581407189000</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:UNKNOWN"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1646245614843</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"browsePaths"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"browsePaths"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"version"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"value"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"paths"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token string" style="color:rgb(195, 232, 141)">"/prod/hdfs/SampleHdfsDataset"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:UNKNOWN"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1646245614843</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"datasetKey"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"datasetKey"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"version"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"value"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"SampleHdfsDataset"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token 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style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"nativeDataType"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"varchar(100)"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"recursive"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"nullable"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"fieldPath"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"shipment_info.geo_info.lat"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Shipment info geo_info lat"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"isPartOfKey"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"com.linkedin.schema.NumberType"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"nativeDataType"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"float"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"recursive"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"nullable"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"fieldPath"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"shipment_info.geo_info.lng"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Shipment info geo_info lng"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"isPartOfKey"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"com.linkedin.schema.NumberType"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"nativeDataType"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"float"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"recursive"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"version"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"hash"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">""</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"platform"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:dataPlatform:hdfs"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:UNKNOWN"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1646245614843</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"upstreamLineage"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"upstreamLineage"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"version"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"value"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"upstreams"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"auditStamp"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:jdoe"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1581407189000</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"TRANSFORMED"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"dataset"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:dataset:(urn:li:dataPlatform:kafka,SampleKafkaDataset,PROD)"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"actor"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"urn:li:corpuser:UNKNOWN"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"time"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1646245614843</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"entityName"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"dataset"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</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><p>You can also optionally limit to specific aspects using the <code>aspects</code> query parameter:</p><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">curl 'http://localhost:8080/entitiesV2/<url-encoded-entity-urn>?aspects=List(upstreamLineage)'</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><h4 class="anchor anchorWithStickyNavbar_LWe7" id="retrieving-entities-legacy">Retrieving Entities (Legacy)<a href="#retrieving-entities-legacy" class="hash-link" aria-label="Direct link to Retrieving Entities (Legacy)" title="Direct link to Retrieving Entities (Legacy)"></a></h4><blockquote><p>Note that this method of retrieving entities is deprecated, as it uses the legacy Snapshot models. Please refer to the <strong>Retriving Entity Aspects</strong> section above for the
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latest guidance.</p></blockquote><p>The Entity Snapshot Get APIs allow to retrieve the latest version of each aspect associated with an Entity.</p><p>In general, when reading entities by primary key (urn), you will use the general-purpose <code>entities</code> endpoints. To fetch by primary key (urn), you'll
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||
issue a query of the following form:</p><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">curl 'http://localhost:8080/entities/<url-encoded-entity-urn>'</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-corpuser">Get a CorpUser<a href="#get-a-corpuser" class="hash-link" aria-label="Direct link to Get a CorpUser" title="Direct link to Get a CorpUser"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3Acorpuser%3Afbar'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.CorpUserSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.metadata.key.CorpUserKey":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "username":"fbar"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.identity.CorpUserInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "active":true,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "fullName":"Foo Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "displayName":"Foo Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "email":"fbar@linkedin.com"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.identity.CorpUserEditableInfo":{</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"> }</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-corpgroup">Get a CorpGroup<a href="#get-a-corpgroup" class="hash-link" aria-label="Direct link to Get a CorpGroup" title="Direct link to Get a CorpGroup"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3AcorpGroup%3Adev'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.CorpGroupSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:corpGroup:dev",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.metadata.key.CorpGroupKey":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "name":"dev"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.identity.CorpGroupInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "groups":[</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"> "email":"dev@linkedin.com",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "admins":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:jdoe"</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"> "members":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:datahub",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:corpUser:jdoe"</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"> }</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-dataset">Get a Dataset<a href="#get-a-dataset" class="hash-link" aria-label="Direct link to Get a Dataset" title="Direct link to Get a Dataset"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3Adataset%3A(urn%3Ali%3AdataPlatform%3Afoo,bar,PROD)'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DatasetSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.metadata.key.DatasetKey":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "origin":"PROD",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "name":"bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "platform":"urn:li:dataPlatform:foo"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.common.InstitutionalMemory":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "elements":[</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"> "createStamp":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "description":"Sample doc",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "url":"https://www.linkedin.com"</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"> }</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"> "com.linkedin.common.Ownership":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "owners":[</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"> "owner":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":"DATAOWNER"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> },</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"> "com.linkedin.schema.SchemaMetadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "platformSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.KafkaSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "documentSchema":"{\"type\":\"record\",\"name\":\"MetadataChangeEvent\",\"namespace\":\"com.linkedin.mxe\",\"doc\":\"Kafka event for proposing a metadata change for an entity.\",\"fields\":[{\"name\":\"auditHeader\",\"type\":{\"type\":\"record\",\"name\":\"KafkaAuditHeader\",\"namespace\":\"com.linkedin.avro2pegasus.events\",\"doc\":\"Header\"}}]}"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "schemaName":"FooEvent",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "fields":[</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"> "fieldPath":"foo",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.StringType":{</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"> }</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"> "nativeDataType":"string"</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"> "version":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "hash":"",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "platform":"urn:li:dataPlatform:foo"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.common.BrowsePaths":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "paths":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "/prod/foo/bar"</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"> },</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"> "com.linkedin.dataset.UpstreamLineage":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "upstreams":[</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"> "auditStamp":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "type":"TRANSFORMED",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "dataset":"urn:li:dataset:(urn:li:dataPlatform:foo,barUp,PROD)"</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"> }</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"> }</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></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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-chart">Get a Chart<a href="#get-a-chart" class="hash-link" aria-label="Direct link to Get a Chart" title="Direct link to Get a Chart"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3Achart%3A(looker,baz1)'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.ChartSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:chart:(looker,baz1)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.metadata.key.ChartKey":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "chartId":"baz1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "dashboardTool":"looker"</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.common.BrowsePaths":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "paths":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "/looker/baz1"</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"> },</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"> "com.linkedin.chart.ChartInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Baz Chart 1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:jdoe",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:datahub",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "title":"Baz Chart 1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "inputs":[</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"> "string":"urn:li:dataset:(urn:li:dataPlatform:hdfs,SampleHdfsDataset,PROD)"</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"> }</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"> }</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></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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-dashboard">Get a Dashboard<a href="#get-a-dashboard" class="hash-link" aria-label="Direct link to Get a Dashboard" title="Direct link to Get a Dashboard"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3Adashboard%3A(looker,foo)'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.DashboardSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:dashboard:(looker,foo)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspects":[</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"> "com.linkedin.metadata.key.DashboardKey":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "dashboardId":"foo",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "dashboardTool":"looker"</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"> ]</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">}</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-glossaryterm">Get a GlossaryTerm<a href="#get-a-glossaryterm" class="hash-link" aria-label="Direct link to Get a GlossaryTerm" title="Direct link to Get a GlossaryTerm"></a></h5><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">curl 'http://localhost:8080/entities/urn%3Ali%3AglossaryTerm%3A(instruments,instruments.FinancialInstrument_v1)'</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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.metadata.snapshot.GlossaryTermSnapshot":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:glossaryTerm:instruments.FinancialInstrument_v1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "ownership":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "owners":[</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"> "owner":"urn:li:corpuser:jdoe",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":"DATAOWNER"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:jdoe",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":1581407189000</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"> "glossaryTermInfo":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "definition":"written contract that gives rise to both a financial asset of one entity and a financial liability of another entity",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "customProperties":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "FQDN":"full"</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"> "sourceRef":"FIBO",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "sourceUrl":"https://spec.edmcouncil.org/fibo/ontology/FBC/FinancialInstruments/FinancialInstruments/FinancialInstrument",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "termSource":"EXTERNAL"</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="browse-an-entity">Browse an Entity<a href="#browse-an-entity" class="hash-link" aria-label="Direct link to Browse an Entity" title="Direct link to Browse an Entity"></a></h5><p>To browse (explore) for an Entity of a particular type (e.g. dataset, chart, etc), you can use the following query format:</p><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">curl -X POST 'http://localhost:8080/entities?action=browse' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "path": "<slash-delimited-browse-path>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "<entity name>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit": 10</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><p>For example, to browse the "charts" entity, you could use the following query:</p><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">curl -X POST 'http://localhost:8080/entities?action=browse' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "path": "/looker",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "chart",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit": 10</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "numEntities":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "pageSize":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "metadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "totalNumEntities":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "groups":[</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"> "path":"/looker"</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"> "from":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entities":[</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"> "name":"baz1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn":"urn:li:chart:(looker,baz1)"</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"> }</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><h5 class="anchor anchorWithStickyNavbar_LWe7" id="search-an-entity">Search an Entity<a href="#search-an-entity" class="hash-link" aria-label="Direct link to Search an Entity" title="Direct link to Search an Entity"></a></h5><p>To search for an Entity of a particular type (e.g. dataset, chart, etc), you can use the following query format:</p><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">curl -X POST 'http://localhost:8080/entities?action=search' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "input": "<query-text>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "<entity name>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "count": 10</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><p>The API will return a list of URNs that matched your search query.</p><p>For example, to search the "charts" entity, you could use the following query:</p><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">curl -X POST 'http://localhost:8080/entities?action=search' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "input": "looker",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "chart",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "count": 10</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "numEntities":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "pageSize":10,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "metadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urns":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz1)"</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"> "matches":[</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"> "matchedFields":[</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"> "name":"tool",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":"looker"</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"> }</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"> "searchResultMetadatas":[</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"> "name":"tool",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aggregations":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "looker":1</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"> ]</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"> "from":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entities":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz1)"</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">}</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><h6 class="anchor anchorWithStickyNavbar_LWe7" id="exact-match-search">Exact Match Search<a href="#exact-match-search" class="hash-link" aria-label="Direct link to Exact Match Search" title="Direct link to Exact Match Search"></a></h6><p>You can use colon search for exact match searching on particular @Searchable fields of an Entity.</p><h6 class="anchor anchorWithStickyNavbar_LWe7" id="example-find-assets-by-tag">Example: Find assets by Tag<a href="#example-find-assets-by-tag" class="hash-link" aria-label="Direct link to Example: Find assets by Tag" title="Direct link to Example: Find assets by Tag"></a></h6><p>For example, to fetch all Datasets having a particular tag (Engineering), we can use the following query:</p><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">curl -X POST 'http://localhost:8080/entities?action=search' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "input": "tags:Engineering",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "dataset",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "count": 10</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "numEntities":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "pageSize":10,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "metadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urns":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)"</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"> "matches":[</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"> "matchedFields":[</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"> "name":"tags",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":"urn:li:tag:Engineering"</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"> }</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"> "searchResultMetadatas":[</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"> "name":"platform",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aggregations":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "foo":1</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"> {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "name":"origin",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aggregations":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "PROD":1</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"> ]</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"> "from":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entities":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:dataset:(urn:li:dataPlatform:foo,bar,PROD)"</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">}</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><h6 class="anchor anchorWithStickyNavbar_LWe7" id="filtering">Filtering<a href="#filtering" class="hash-link" aria-label="Direct link to Filtering" title="Direct link to Filtering"></a></h6><p>In addition to performing full-text search, you can also filter explicitly against fields marked as @Searchable in the corresponding aspect PDLs.</p><p>For example, to perform filtering for a chart with title "Baz Chart 1", you could issue the following query:</p><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">curl -X POST 'http://localhost:8080/entities?action=search' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "input": "looker",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "chart",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "count": 10,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "filter": {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "or": [{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "and": [</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"> "field": "title",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value": "Baz Chart 1",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "condition": "EQUAL"</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"> }]</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "numEntities":1,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "pageSize":10,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "metadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urns":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz1)"</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"> "matches":[</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"> "matchedFields":[</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"> "name":"tool",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value":"looker"</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"> }</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"> "searchResultMetadatas":[</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"> "name":"tool",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aggregations":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "looker":1</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"> ]</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"> "from":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entities":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn:li:chart:(looker,baz1)"</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">}</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><p>where valid conditions include - CONTAIN - END_WITH - EQUAL - IEQUAL (support case insensitive values) - GREATER_THAN - GREATER_THAN_OR_EQUAL_TO - LESS_THAN - LESS_THAN_OR_EQUAL_TO - START_WITH</p><p>*<!-- -->Note that the search API only includes data corresponding to the latest snapshots of a particular Entity.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="autocomplete-against-fields-of-an-entity">Autocomplete against fields of an entity<a href="#autocomplete-against-fields-of-an-entity" class="hash-link" aria-label="Direct link to Autocomplete against fields of an entity" title="Direct link to Autocomplete against fields of an entity"></a></h5><p>To autocomplete a query for a particular entity type, you can use a query of the following form:</p><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">curl -X POST 'http://localhost:8080/entities?action=autocomplete' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "query": "<query-text>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "<entity-name>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit": 10</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><p>For example, to autocomplete a query against all Dataset entities, you could issue the following:</p><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">curl -X POST 'http://localhost:8080/entities?action=autocomplete' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "query": "Baz Ch",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "chart",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit": 10</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "suggestions":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "Baz Chart 1"</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"> "query":"Baz Ch"</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></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><p>Note that you can also provide a <code>Filter</code> to the autocomplete endpoint:</p><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">curl -X POST 'http://localhost:8080/entities?action=autocomplete' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "query": "Baz C",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "chart",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "start": 0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit": 10,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "filter": {</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "or": [{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "and": [</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"> "field": "tool",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "value": "looker",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "condition": "EQUAL"</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"> }]</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "suggestions":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "Baz Chart 1"</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"> "query":"Baz Ch"</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></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><p>*<!-- -->Note that the autocomplete API only includes data corresponding to the latest snapshots of a particular Entity.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-versioned-aspect">Get a Versioned Aspect<a href="#get-a-versioned-aspect" class="hash-link" aria-label="Direct link to Get a Versioned Aspect" title="Direct link to Get a Versioned Aspect"></a></h5><p>In addition to fetching the set of latest Snapshot aspects for an entity, we also support doing a point lookup of an entity at a particular version.</p><p>To do so, you can use the following query template:</p><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">curl 'http://localhost:8080/aspects/<url-encoded-entity-urn>?aspect=<aspect-name>&version=<version></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><p>Which will return a VersionedAspect, which is a record containing a version and an aspect inside a Rest.li Union, wherein the fully-qualified record name of the
|
||
aspect is the key for the union.</p><p>For example, to fetch the latest version of a Dataset's "schemaMetadata" aspect, you could issue the following query:</p><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">curl 'http://localhost:8080/aspects/urn%3Ali%3Adataset%3A(urn%3Ali%3AdataPlatform%3Afoo%2Cbar%2CPROD)?aspect=schemaMetadata&version=0'</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"> "version":0,</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"> "com.linkedin.schema.SchemaMetadata":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "created":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "platformSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.KafkaSchema":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "documentSchema":"{\"type\":\"record\",\"name\":\"MetadataChangeEvent\",\"namespace\":\"com.linkedin.mxe\",\"doc\":\"Kafka event for proposing a metadata change for an entity.\",\"fields\":[{\"name\":\"auditHeader\",\"type\":{\"type\":\"record\",\"name\":\"KafkaAuditHeader\",\"namespace\":\"com.linkedin.avro2pegasus.events\",\"doc\":\"Header\"}}]}"</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"> "lastModified":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "actor":"urn:li:corpuser:fbar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "time":0</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"> "schemaName":"FooEvent",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "fields":[</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"> "fieldPath":"foo",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "description":"Bar",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "type":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "com.linkedin.schema.StringType":{</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"> }</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"> "nativeDataType":"string"</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"> "version":0,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "hash":"",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "platform":"urn:li:dataPlatform:foo"</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">}</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><p>Keep in mind that versions increase monotonically <em>after</em> version 0, which represents the latest.</p><p>Note that this API will soon be deprecated and replaced by the V2 Aspect API, discussed below.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-range-of-versioned-aspects">Get a range of Versioned Aspects<a href="#get-a-range-of-versioned-aspects" class="hash-link" aria-label="Direct link to Get a range of Versioned Aspects" title="Direct link to Get a range of Versioned Aspects"></a></h5><p><em>Coming Soon</em>!</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-a-range-of-timeseries-aspects">Get a range of Timeseries Aspects<a href="#get-a-range-of-timeseries-aspects" class="hash-link" aria-label="Direct link to Get a range of Timeseries Aspects" title="Direct link to Get a range of Timeseries Aspects"></a></h5><p>With the introduction of Timeseries Aspects, we've introduced a new API for fetching a series of aspects falling into a particular time range. For this, you'll
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use the <code>/aspects</code> endpoint. The V2 APIs are unique in that they return a new type of payload: an "Enveloped Aspect". This is essentially a serialized aspect along with
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some system metadata. The serialized aspect can be in any form, though we currently default to escaped Rest.li-compatible JSON.</p><p>Callers of the V2 Aspect APIs will be expected to deserialize the aspect payload in the way they see fit. For example, they may bind the deserialized JSON object
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into a strongly typed Rest.li RecordTemplate class (which is what datahub-frontend does). The benefit of doing it this way is thaet we remove the necessity to
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use Rest.li Unions to represent an object which can take on multiple payload forms. It also makes adding and removing aspects from the model easier, a process
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which could theoretically be done at runtime as opposed to at deploy time.</p><p>To fetch a set of Timeseries Aspects that fall into a particular time range, you can use the following query template:</p><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">curl -X POST 'http://localhost:8080/aspects?action=getTimeseriesAspectValues' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn": "<urn>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "<entity-name>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspect": "<time-series-aspect-name>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "startTimeMillis": "<your-start-time-ms>",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "endTimeMillis": "<your-end-time-ms>"</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><p>For example, to fetch "datasetProfile" timeseries aspects for a dataset with urn <code>urn:li:dataset:(urn:li:dataPlatform:foo,barUp,PROD)</code>
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that were reported after July 26, 2021 and before July 28, 2021, you could issue the following query:</p><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">curl -X POST 'http://localhost:8080/aspects?action=getTimeseriesAspectValues' \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">--data '{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "urn": "urn:li:dataset:(urn:li:dataPlatform:redshift,global_dev.larxynx_carcinoma_data_2020,PROD)",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entity": "dataset",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspect": "datasetProfile",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "startTimeMillis": 1625122800000,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "endTimeMillis": 1627455600000</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" 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"> "value":{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "limit":2000,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "aspectName":"datasetProfile",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "endTimeMillis":1627455600000,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "startTimeMillis":1625122800000,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entityName":"dataset",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "values":[</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"> "value":"{\"timestampMillis\":1626912000000,\"fieldProfiles\":[{\"uniqueProportion\":1.0,\"sampleValues\":[\"123MMKK12\",\"13KDFMKML\",\"123NNJJJL\"],\"fieldPath\":\"id\",\"nullCount\":0,\"nullProportion\":0.0,\"uniqueCount\":3742},{\"uniqueProportion\":1.0,\"min\":\"1524406400000\",\"max\":\"1624406400000\",\"sampleValues\":[\"1640023230002\",\"1640343012207\",\"16303412330117\"],\"mean\":\"1555406400000\",\"fieldPath\":\"date\",\"nullCount\":0,\"nullProportion\":0.0,\"uniqueCount\":3742},{\"uniqueProportion\":0.037,\"min\":\"21\",\"median\":\"68\",\"max\":\"92\",\"sampleValues\":[\"45\",\"65\",\"81\"],\"mean\":\"65\",\"distinctValueFrequencies\":[{\"value\":\"12\",\"frequency\":103},{\"value\":\"54\",\"frequency\":12}],\"fieldPath\":\"patient_age\",\"nullCount\":0,\"nullProportion\":0.0,\"uniqueCount\":79},{\"uniqueProportion\":0.00820873786407767,\"sampleValues\":[\"male\",\"female\"],\"fieldPath\":\"patient_gender\",\"nullCount\":120,\"nullProportion\":0.03,\"uniqueCount\":2}],\"rowCount\":3742,\"columnCount\":4}",</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "contentType":"application/json"</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"> ]</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></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><p>You'll notice that in this API (V2), we return a generic serialized aspect string as opposed to an inlined Rest.li-serialized Snapshot Model.</p><p>This is part of an initiative to move from MCE + MAE to MetadataChangeProposal and MetadataChangeLog. For more information, see <a href="/docs/advanced/mcp-mcl">this doc</a>.</p><h5 class="anchor anchorWithStickyNavbar_LWe7" id="get-relationships-edges">Get Relationships (Edges)<a href="#get-relationships-edges" class="hash-link" aria-label="Direct link to Get Relationships (Edges)" title="Direct link to Get Relationships (Edges)"></a></h5><p>To get relationships between entities, you can use the <code>/relationships</code> API. Do do so, you must provide the following inputs:</p><ol><li>Urn of the source node</li><li>Direction of the edge (INCOMING, OUTGOING)</li><li>The name of the Relationship (This can be found in Aspect PDLs within the @Relationship annotation)</li></ol><p>For example, to get all entities owned by <code>urn:li:corpuser:fbar</code>, we could issue the following query:</p><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">curl 'http://localhost:8080/relationships?direction=INCOMING&urn=urn%3Ali%3Acorpuser%3Auser1&types=OwnedBy'</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><p>which will return a list of urns, representing entities on the other side of the relationship:</p><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">{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> "entities":[</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> urn:li:dataset:(urn:li:dataPlatform:foo,barUp,PROD)</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></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><h1>FAQ</h1><p><em>1. How do I find the valid set of Entity names?</em></p><p>Entities are named inside of PDL schemas. Each entity will be annotated with the @Entity annotation, which will include a "name" field inside.
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This represents the "common name" for the entity which can be used in browsing, searching, and more. By default, DataHub ships with the following entities:</p><p>By convention, all entity PDLs live under <code>metadata-models/src/main/pegasus/com/linkedin/metadata/snapshot</code></p><p><em>2. How do I find the valid set of Aspect names?</em></p><p>Aspects are named inside of PDL schemas. Each aspect will be annotated with the @Aspect annotation, which will include a "name" field inside.
|
||
This represents the "common name" for the entity which can be used in browsing, searching, and more.</p><p>By convention, all entity PDLs live under <code>metadata-models/src/main/pegasus/com/linkedin/metadata/common</code> or <code>metadata-models/src/main/pegasus/com/linkedin/metadata/<entity-name></code>. For example,
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||
the dataset-specific aspects are located under <code>metadata-models/src/main/pegasus/com/linkedin/metadata/dataset</code>.</p><p><em>3. How do I find the valid set of Relationship names?</em></p><p>All relationships are defined on foreign-key fields inside Aspect PDLs. They are reflected by fields bearing the @Relationship annotation. Inside this annotation
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||
is a "name" field that defines the standardized name of the Relationship to be used when querying.</p><p>By convention, all entity PDLs live under <code>metadata-models/src/main/pegasus/com/linkedin/metadata/common</code> or <code>metadata-models/src/main/pegasus/com/linkedin/metadata/<entity-name></code>. For example,
|
||
the dataset-specific aspects are located under <code>metadata-models/src/main/pegasus/com/linkedin/metadata/dataset</code>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? 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