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class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/docs/category/features">Features</a><button aria-label="Toggle the collapsible sidebar category 'Features'" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/docs/managed-datahub/managed-datahub-overview">DataHub Cloud</a><button aria-label="Toggle the collapsible sidebar category 'DataHub Cloud'" 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href="/docs/releases">Release History</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" 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 itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/docs/features"><span itemprop="name">What Is DataHub?</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Quickstart Guide</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>DataHub Quickstart Guide</h1><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>DataHub Cloud</div><div class="admonitionContent_S0QG"><p>This guide provides instructions on deploying the open source DataHub locally.
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If you're interested in a managed version, <a href="https://www.datahub.com" target="_blank" rel="noopener noreferrer">DataHub</a> provides a fully managed, premium version of DataHub. <br>
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<strong><a href="/docs/managed-datahub/welcome-acryl">Get Started with DataHub Cloud</a></strong></p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites"></a></h2><ul><li><p>Install <strong>Docker</strong> and <strong>Docker Compose</strong> v2 for your platform.</p><table><thead><tr><th>Platform</th><th>Application</th></tr></thead><tbody><tr><td>Window</td><td><a href="https://www.docker.com/products/docker-desktop/" target="_blank" rel="noopener noreferrer">Docker Desktop</a></td></tr><tr><td>Mac</td><td><a href="https://www.docker.com/products/docker-desktop/" target="_blank" rel="noopener noreferrer">Docker Desktop</a></td></tr><tr><td>Linux</td><td><a href="https://docs.docker.com/desktop/install/linux-install/" target="_blank" rel="noopener noreferrer">Docker for Linux</a> and <a href="https://docs.docker.com/compose/install/linux/" target="_blank" rel="noopener noreferrer">Docker Compose</a></td></tr></tbody></table></li><li><p><strong>Launch the Docker engine</strong> from command line or the desktop app.</p></li><li><p>Ensure you have <strong>Python 3.8+</strong> installed & configured. (Check using <code>python3 --version</code>).</p></li></ul><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>Docker Resource Allocation</div><div class="admonitionContent_S0QG"><p>Make sure to allocate enough hardware resources for Docker engine. <br>
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Tested & confirmed config: 2 CPUs, 8GB RAM, 2GB Swap area, and 10GB disk space.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="install-the-datahub-cli">Install the DataHub CLI<a href="#install-the-datahub-cli" class="hash-link" aria-label="Direct link to Install the DataHub CLI" title="Direct link to Install the DataHub CLI"></a></h2><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">pip</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">poetry</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">python3 -m pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> --upgrade pip wheel setuptools</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">python3 -m pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> --upgrade acryl-datahub</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub 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><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>Command Not Found</div><div class="admonitionContent_S0QG"><p>If you see <code>command not found</code>, try running cli commands like <code>python3 -m datahub version</code>. <br>
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Note that DataHub CLI does not support Python 2.x.</p></div></div></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">poetry </span><span class="token function" style="color:rgb(130, 170, 255)">add</span><span class="token plain"> acryl-datahub</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">poetry shell</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub 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></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="start-datahub">Start DataHub<a href="#start-datahub" class="hash-link" aria-label="Direct link to Start DataHub" title="Direct link to Start DataHub"></a></h2><p>Run the following CLI command from your terminal.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart</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 will deploy a DataHub instance using <a href="https://docs.docker.com/compose/" target="_blank" rel="noopener noreferrer">docker-compose</a>.
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If you are curious, the <code>docker-compose.yaml</code> file is downloaded to your home directory under the <code>.datahub/quickstart</code> directory.</p><p>If things go well, you should see messages like the ones below:</p><div class="language-shell-session 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-session codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token output">Fetching docker-compose file https://raw.githubusercontent.com/datahub-project/datahub/master/docker/quickstart/docker-compose-without-neo4j-m1.quickstart.yml from GitHub</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">Pulling docker images...</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">Finished pulling docker images!</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">[+] Running 11/11</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container zookeeper Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container elasticsearch Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container broker Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container schema-registry Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container elasticsearch-setup Started 0.7s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container kafka-setup Started 0.7s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container mysql Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container datahub-gms Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container mysql-setup Started 0.7s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container datahub-datahub-actions-1 Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">⠿ Container datahub-frontend-react Running 0.0s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">.......</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">✔ DataHub is now running</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">Ingest some demo data using `datahub docker ingest-sample-data`,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">or head to http://localhost:9002 (username: datahub, password: datahub) to play around with the frontend.</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token output">Need support? Get in touch on Slack: https://datahub.com/slack/</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><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>Mac M1/M2</div><div class="admonitionContent_S0QG"><p>On Mac computers with Apple Silicon (M1, M2 etc.), you might see an error like <code>no matching manifest for linux/arm64/v8 in the manifest list entries</code>.
|
||
This typically means that the datahub cli was not able to detect that you are running it on Apple Silicon.
|
||
To resolve this issue, override the default architecture detection by issuing <code>datahub docker quickstart --arch m1</code></p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="sign-in">Sign In<a href="#sign-in" class="hash-link" aria-label="Direct link to Sign In" title="Direct link to Sign In"></a></h3><p>Upon completion of this step, you should be able to navigate to the DataHub UI at <a href="http://localhost:9002" target="_blank" rel="noopener noreferrer">http://localhost:9002</a> in your browser.
|
||
You can sign in using the default credentials below.</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 plain">username</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> datahub</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">password</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> datahub</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 change the default credentials, please refer to <a href="/docs/authentication/changing-default-credentials#quickstart">Change the default user datahub in quickstart</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="ingest-sample-data">Ingest Sample Data<a href="#ingest-sample-data" class="hash-link" aria-label="Direct link to Ingest Sample Data" title="Direct link to Ingest Sample Data"></a></h3><p>To ingest the sample metadata, run the following CLI command from your terminal</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> ingest-sample-data</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><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>Token Authentication</div><div class="admonitionContent_S0QG"><p>If you've enabled <a href="/docs/authentication/introducing-metadata-service-authentication">Metadata Service Authentication</a>, you'll need to provide a Personal Access Token
|
||
using the <code>--token <token></code> parameter in the command.</p></div></div><p>That's it! Now feel free to play around with DataHub!</p><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="common-operations">Common Operations<a href="#common-operations" class="hash-link" aria-label="Direct link to Common Operations" title="Direct link to Common Operations"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="stop-datahub">Stop DataHub<a href="#stop-datahub" class="hash-link" aria-label="Direct link to Stop DataHub" title="Direct link to Stop DataHub"></a></h3><p>To stop DataHub's quickstart, you can issue the following command.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --stop</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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="reset-datahub">Reset DataHub<a href="#reset-datahub" class="hash-link" aria-label="Direct link to Reset DataHub" title="Direct link to Reset DataHub"></a></h3><p>To cleanse DataHub of all of its state (e.g. before ingesting your own), you can use the CLI <code>nuke</code> command.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> nuke</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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="upgrade-datahub">Upgrade DataHub<a href="#upgrade-datahub" class="hash-link" aria-label="Direct link to Upgrade DataHub" title="Direct link to Upgrade DataHub"></a></h3><p>If you have been testing DataHub locally, a new version of DataHub got released and you want to try the new version then you can just issue the quickstart command again. It will pull down newer images and restart your instance without losing any data.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart</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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="customize-installation">Customize installation<a href="#customize-installation" class="hash-link" aria-label="Direct link to Customize installation" title="Direct link to Customize installation"></a></h3><p>If you would like to customize the DataHub installation further, please download the <a href="https://raw.githubusercontent.com/datahub-project/datahub/master/docker/quickstart/docker-compose-without-neo4j-m1.quickstart.yml" target="_blank" rel="noopener noreferrer">docker-compose.yaml</a> used by the cli tool, modify it as necessary and deploy DataHub by passing the downloaded docker-compose file:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --quickstart-compose-file </span><span class="token operator" style="color:rgb(137, 221, 255)"><</span><span class="token plain">path to compose file</span><span class="token operator" style="color:rgb(137, 221, 255)">></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><h3 class="anchor anchorWithStickyNavbar_LWe7" id="back-up-datahub">Back up DataHub<a href="#back-up-datahub" class="hash-link" aria-label="Direct link to Back up DataHub" title="Direct link to Back up DataHub"></a></h3><p>The quickstart image is not recommended for use as a production instance. <br>
|
||
However, in case you want to take a backup of your current quickstart state (e.g. you have a demo to your company coming up and you want to create a copy of the quickstart data so you can restore it at a future date), you can supply the <code>--backup</code> flag to quickstart.</p><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">Back up (default)</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Back up to custom directory</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --backup</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 will take a backup of your MySQL image and write it by default to your <code>~/.datahub/quickstart/</code> directory as the file <code>backup.sql</code>.</p></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --backup --backup-file </span><span class="token operator" style="color:rgb(137, 221, 255)"><</span><span class="token plain">path to backup file</span><span class="token operator" style="color:rgb(137, 221, 255)">></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 customize the backup file path by passing a <code>--backup-file</code> argument.</p></div></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Note that the Quickstart backup does not include any timeseries data (dataset statistics, profiles, etc.), so you will lose that information if you delete all your indexes and restore from this backup.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="restore-datahub">Restore DataHub<a href="#restore-datahub" class="hash-link" aria-label="Direct link to Restore DataHub" title="Direct link to Restore DataHub"></a></h3><p>As you might imagine, these backups are restore-able. The following section describes a few different options you have to restore your backup.</p><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">General Restoring</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Restore Only Index</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Restore Only Primary</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>To restore a previous backup, run the following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --restore</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 command will pick up the <code>backup.sql</code> file located under <code>~/.datahub/quickstart</code> and restore your primary database as well as the elasticsearch indexes with it.</p><p>To supply a specific backup file, use the <code>--restore-file</code> option.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --restore --restore-file /home/my_user/datahub_backups/quickstart_backup_2002_22_01.sql</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></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Another situation that can come up is the index can get corrupt, or be missing some update. In order to re-bootstrap the index from the primary store, you can run this command to sync the index with the primary store.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --restore-indices</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></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Sometimes, you might want to just restore the state of your primary database (MySQL), but not re-index the data. To do this, you have to explicitly disable the restore-indices capability.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> quickstart --restore --no-restore-indices</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></div></div></div><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="next-steps">Next Steps<a href="#next-steps" class="hash-link" aria-label="Direct link to Next Steps" title="Direct link to Next Steps"></a></h2><ul><li><a href="/docs/troubleshooting/quickstart">Quickstart Debugging Guide</a></li><li><a href="/docs/ui-ingestion">Ingest metadata through the UI</a></li><li><a href="/docs/metadata-ingestion">Ingest metadata through the CLI</a></li><li><a href="/docs/authentication/guides/add-users">Add Users to DataHub</a></li><li><a href="/docs/authentication/guides/sso/configure-oidc-react">Configure OIDC Authentication</a></li><li><a href="/docs/authentication/guides/jaas">Configure JaaS Authentication</a></li><li><a href="/docs/authentication/introducing-metadata-service-authentication#configuring-metadata-service-authentication">Configure authentication in DataHub's backend</a>.</li><li><a href="/docs/authentication/changing-default-credentials#quickstart">Change the default user datahub in quickstart</a></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="move-to-production">Move To Production<a href="#move-to-production" class="hash-link" aria-label="Direct link to Move To Production" title="Direct link to Move To Production"></a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Quickstart is not intended for a production environment. We recommend deploying DataHub to production using Kubernetes.
|
||
We provide helpful <a href="https://artifacthub.io/packages/helm/datahub/datahub" target="_blank" rel="noopener noreferrer">Helm Charts</a> to help you quickly get up and running.
|
||
Check out <a href="/docs/deploy/kubernetes">Deploying DataHub to Kubernetes</a> for a step-by-step walkthrough.</p></div></div><p>The <code>quickstart</code> method of running DataHub is intended for local development and a quick way to experience the features that DataHub has to offer.
|
||
It is not intended for a production environment. This recommendation is based on the following points.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="default-credentials">Default Credentials<a href="#default-credentials" class="hash-link" aria-label="Direct link to Default Credentials" title="Direct link to Default Credentials"></a></h4><p><code>quickstart</code> uses docker compose configuration which includes default credentials for both DataHub, and it's underlying
|
||
prerequisite data stores, such as MySQL. Additionally, other components are unauthenticated out of the box. This is a
|
||
design choice to make development easier and is not best practice for a production environment.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="exposed-ports">Exposed Ports<a href="#exposed-ports" class="hash-link" aria-label="Direct link to Exposed Ports" title="Direct link to Exposed Ports"></a></h4><p>DataHub's services, and it's backend data stores use the docker default behavior of binding to all interface addresses.
|
||
This makes it useful for development but is not recommended in a production environment.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="performance--management">Performance & Management<a href="#performance--management" class="hash-link" aria-label="Direct link to Performance & Management" title="Direct link to Performance & Management"></a></h4><p><code>quickstart</code> is limited by the resources available on a single host, there is no ability to scale horizontally.
|
||
Rollout of new versions often requires downtime and the configuration is largely pre-determined and not easily managed.
|
||
Lastly, by default, <code>quickstart</code> follows the most recent builds forcing updates to the latest released and unreleased builds.</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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19a56.76 56.76 0 0119.6 43c0 9.7-2.3 18.9-6.9 27.3l-14 25.5 21.9 19a56.76 56.76 0 0119.6 43c0 19.1-11 37.5-28.8 48.4z"></path></svg></span></button></div></div></div></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/features"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">What is DataHub?</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/category/features"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Features</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#prerequisites" class="table-of-contents__link toc-highlight">Prerequisites</a></li><li><a href="#install-the-datahub-cli" class="table-of-contents__link toc-highlight">Install the DataHub CLI</a></li><li><a href="#start-datahub" class="table-of-contents__link toc-highlight">Start DataHub</a><ul><li><a href="#sign-in" class="table-of-contents__link toc-highlight">Sign In</a></li><li><a href="#ingest-sample-data" class="table-of-contents__link toc-highlight">Ingest Sample Data</a></li></ul></li><li><a href="#common-operations" class="table-of-contents__link toc-highlight">Common Operations</a><ul><li><a href="#stop-datahub" class="table-of-contents__link toc-highlight">Stop DataHub</a></li><li><a href="#reset-datahub" class="table-of-contents__link toc-highlight">Reset DataHub</a></li><li><a href="#upgrade-datahub" class="table-of-contents__link toc-highlight">Upgrade DataHub</a></li><li><a href="#customize-installation" class="table-of-contents__link toc-highlight">Customize installation</a></li><li><a href="#back-up-datahub" class="table-of-contents__link toc-highlight">Back up DataHub</a></li><li><a href="#restore-datahub" class="table-of-contents__link 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