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itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Browse Paths Upgrade (August 2022)</span><meta itemprop="position" content="2"></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>Browse Paths Upgrade (August 2022)</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="background">Background<a href="#background" class="hash-link" aria-label="Direct link to Background" title="Direct link to Background"></a></h2><p>Up to this point, there's been a historical constraint on all entity browse paths. Namely, each browse path has been
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required to end with a path component that represents "simple name" for an entity. For example, a Browse Path for a
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Snowflake Table called "test_table" may look something like this:</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">/prod/snowflake/warehouse1/db1/test_table</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>In the UI, we artificially truncate the final path component when you are browsing the Entity hierarchy, so your browse experience
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would be:</p><p><code>prod</code> > <code>snowflake</code> > <code>warehouse1</code>> <code>db1</code> > <code>Click Entity</code></p><p>As you can see, the final path component <code>test_table</code> is effectively ignored. It could have any value, and we would still ignore
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it in the UI. This behavior serves as a workaround to the historical requirement that all browse paths end with a simple name.</p><p>This data constraint stands in opposition the original intention of Browse Paths: to provide a simple mechanism for organizing
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assets into a hierarchical folder structure. For this reason, we've changed the semantics of Browse Paths to better align with the original intention.
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Going forward, you will not be required to provide a final component detailing the "name". Instead, you will be able to provide a simpler path that
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omits this final component:</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">/prod/snowflake/warehouse1/db1</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 the browse experience from the UI will continue to work as you would expect:</p><p><code>prod</code> > <code>snowflake</code> > <code>warehouse1</code>> <code>db1</code> > <code>Click Entity</code>.</p><p>With this change comes a fix to a longstanding bug where multiple browse paths could not be attached to a single URN. Going forward,
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we will support producing multiple browse paths for the same entity, and allow you to traverse via multiple paths. For example</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">browse_path </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> BrowsePathsClass</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"> paths</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token string" style="color:rgb(195, 232, 141)">"/powerbi/my/custom/path"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"/my/other/custom/path"</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 keyword" style="font-style:italic">return</span><span class="token plain"> MetadataChangeProposalWrapper</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"> entityType</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"dataset"</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"> changeType</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"UPSERT"</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"> entityUrn</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">"urn</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">li</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">dataset</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">urn</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">li</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">dataPlatform</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">custom</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain">MyFileName</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain">PROD</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"> aspectName</span><span class="token operator" style="color:rgb(137, 221, 255)">=</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"> aspect</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">browse_path</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><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><em>Using the Python Emitter SDK to produce multiple Browse Paths for the same entity</em></p><p>We've received multiple bug reports, such as <a href="https://github.com/datahub-project/datahub/issues/5525" target="_blank" rel="noopener noreferrer">this issue</a>, and requests to address these issues with Browse, and thus are deciding
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to do it now before more workarounds are created.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-this-means-for-you">What this means for you<a href="#what-this-means-for-you" class="hash-link" aria-label="Direct link to What this means for you" title="Direct link to What this means for you"></a></h2><p>Once you upgrade to DataHub <code>v0.8.45</code> you will immediately notice that traversing your Browse Path hierarchy will require
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one extra click to find the entity. This is because we are correctly displaying the FULL browse path, including the simple name mentioned above.</p><p>There will be 2 ways to upgrade to the new browse path format. Depending on your ingestion sources, you may want to use one or both:</p><ol><li>Migrate default browse paths to the new format by restarting DataHub</li><li>Upgrade your version of the <code>datahub</code> CLI to push new browse path format (version <code>v0.8.45</code>)</li></ol><p>Each step will be discussed in detail below.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-migrating-default-browse-paths-to-the-new-format">1. Migrating default browse paths to the new format<a href="#1-migrating-default-browse-paths-to-the-new-format" class="hash-link" aria-label="Direct link to 1. Migrating default browse paths to the new format" title="Direct link to 1. Migrating default browse paths to the new format"></a></h3><p>To migrate those Browse Paths that are generated by DataHub by default (when no path is provided), simply restart the <code>datahub-gms</code> container / pod with a single
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additional environment variable:</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">UPGRADE_DEFAULT_BROWSE_PATHS_ENABLED=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><p>And restart the <code>datahub-gms</code> instance. This will cause GMS to perform a boot-time migration of all your existing Browse Paths
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to the new format, removing the unnecessarily name component at the very end.</p><p>If the migration is successful, you'll see the following in your GMS logs:</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">18:58:17.414 [main] INFO c.l.m.b.s.UpgradeDefaultBrowsePathsStep:60 - Successfully upgraded all browse paths!</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>After this one-time migration is complete, you should be able to navigate the Browse hierarchy exactly as you did previously.</p><blockquote><p>Note that certain ingestion sources actively produce their own Browse Paths, which overrides the default path
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computed by DataHub.</p><p>In these cases, getting the updated Browse Path will require re-running your ingestion process with the updated
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version of the connector. This is discussed in more detail in the next section.</p></blockquote><h3 class="anchor anchorWithStickyNavbar_LWe7" id="2-upgrading-the-datahub-cli-to-push-new-browse-paths">2. Upgrading the <code>datahub</code> CLI to push new browse paths<a href="#2-upgrading-the-datahub-cli-to-push-new-browse-paths" class="hash-link" aria-label="Direct link to 2-upgrading-the-datahub-cli-to-push-new-browse-paths" title="Direct link to 2-upgrading-the-datahub-cli-to-push-new-browse-paths"></a></h3><p>If you are actively ingesting metadata from one or more of following sources</p><ol><li>Sagemaker</li><li>Looker / LookML</li><li>Feast</li><li>Kafka</li><li>Mode</li><li>PowerBi</li><li>Pulsar</li><li>Tableau</li><li>Business Glossary</li></ol><p>You will need to upgrade the DataHub CLI to >= <code>v0.8.45</code> and re-run metadata ingestion. This will generate the new browse path format
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and overwrite the existing paths for entities that were extracted from these sources.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="if-you-are-producing-custom-browse-paths">If you are producing custom Browse Paths<a href="#if-you-are-producing-custom-browse-paths" class="hash-link" aria-label="Direct link to If you are producing custom Browse Paths" title="Direct link to If you are producing custom Browse Paths"></a></h3><p>If you've decided to produce your own custom Browse Paths to organize your assets (e.g. via the Python Emitter SDK), you'll want to change the code to produce those paths
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to truncate the final path component. For example, if you were previously emitting a browse path like this:</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">"my/custom/browse/path/suffix"</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 simply remove the final "suffix" piece:</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">"my/custom/browse/path"</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>Your users will be able to find the entity by traversing through these folders in the UI:</p><p><code>my</code> > <code>custom</code> > <code>browse</code>> <code>path</code> > <code>Click Entity</code>.</p><blockquote><p>Note that if you are using the Browse Path Transformer you <em>will</em> be impacted in the same way. It is recommended that you revisit the
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paths that you are producing, and update them to the new format.</p></blockquote><h2 class="anchor anchorWithStickyNavbar_LWe7" id="support">Support<a href="#support" class="hash-link" aria-label="Direct link to Support" title="Direct link to Support"></a></h2><p>The DataHub team will be on standby to assist you in your migration. Please
|
||
join <a href="https://datahubspace.slack.com/archives/C0244FHMHJQ" target="_blank" rel="noopener noreferrer">#release-0_8_0</a> channel and reach out to us if you find
|
||
trouble with the upgrade or have feedback on the process. We will work closely to make sure you can continue to operate
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Migrating default browse paths to the new format</a></li><li><a href="#2-upgrading-the-datahub-cli-to-push-new-browse-paths" class="table-of-contents__link toc-highlight">2. 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