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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">Installation and Configuration</span><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">Docker Images and Tags</span><meta itemprop="position" content="2"></li></ul></nav><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>Docker Images and Tags</h1><p>The Apache Superset community extensively uses Docker for development, release,
and productionizing Superset. This page details our Docker builds and tag naming
schemes to help users navigate our offerings.</p><p>Images are built and pushed to the <a href="https://hub.docker.com/r/apache/superset" target="_blank" rel="noopener noreferrer">Superset Docker Hub repository</a>. Different sets of images are created for:</p><ul><li><strong>Published releases</strong> (<code>release</code>): with tags like <code>3.0.0</code> and the <code>latest</code> tag.
Those are multi-platform (arm+amd). More on that later.</li><li><strong>Pull request iterations</strong> (<code>pull_request</code>):, each identified by tags starting with a SHA like
<code>8a2f7d378ab13c156fa183d9284b607ed69f5ecc</code>, and <code>pr-3454</code>, referencing the pull
request ID.</li><li><strong>Merges to the main branch</strong> (<code>push</code>): resulting in new SHAs, with tags
prefixed with <code>master</code> for the latest <code>master</code> version.</li></ul><p>Each CI build run has multiple builds for different purposes, identified by suffixes:</p><ul><li><strong>Build preset:</strong> We offer various images for different needs:<ul><li><code>lean</code>: The default Docker image, including both frontend and backend. Tags
without a build_preset are lean builds, e.g., <code>latest</code>.</li><li><code>dev</code>: For development, with a headless browser and root access.</li><li><code>py310</code>, e.g., Py310: Similar to lean but with a different Python version (in this example, 3.10).</li><li><code>ci</code>: For certain CI workloads.</li><li><code>websocket</code>: For Superset clusters supporting advanced features.</li><li><code>dockerize</code>: Used by Helm.</li></ul></li><li><strong>Platform:</strong> We build for <code>linux/arm64</code> and <code>linux/amd64</code>. The <code>-arm</code> suffix
indicates ARM builds (e.g., <code>latest-arm</code>), while tags without a suffix are for
AMD (e.g., <code>latest</code>).</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="key-image-tags-and-examples">Key Image Tags and Examples<a href="#key-image-tags-and-examples" class="hash-link" aria-label="Direct link to Key Image Tags and Examples" title="Direct link to Key Image Tags and Examples">​</a></h2><ul><li><code>latest</code>: The latest official release build, implicitly the lean build on
<code>linux/amd64</code>.</li><li><code>latest-dev</code>: the <code>-dev</code> image of the latest official release build, with a
headless browser and root access.</li><li><code>master</code>: The latest build from the <code>master</code> branch, implicitly lean on
<code>linux/amd64</code>.</li><li><code>master-dev</code>: Similar to <code>master</code> but includes a headless browser and root access.</li><li><code>pr-5252</code>: The latest commit in PR 5252.</li><li><code>30948dc401b40982cb7c0dbf6ebbe443b2748c1b-dev-arm</code>: A <code>linux/arm64</code> build for
this specific SHA, which could be from a pull request, master merge, or release.</li><li><code>30948dc-dev-arm</code>: Same as above, but SHA truncated to 7 characters for a
shorter handle on the same image</li><li><code>websocket-latest</code>: The WebSocket image for use in a Superset cluster.</li></ul><p>For insights or modifications to the build matrix and tagging conventions,
check the <a href="https://github.com/apache/superset/blob/master/scripts/build_docker.py" target="_blank" rel="noopener noreferrer">build_docker.py</a>
script and the <a href="https://github.com/apache/superset/blob/master/.github/workflows/docker.yml" target="_blank" rel="noopener noreferrer">docker.yml</a>
GitHub action.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="caching">Caching<a href="#caching" class="hash-link" aria-label="Direct link to Caching" title="Direct link to Caching">​</a></h2><p>To accelerate builds, we follow Docker best practices and use <code>apache/superset-cache</code>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="about-database-drivers">About database drivers<a href="#about-database-drivers" class="hash-link" aria-label="Direct link to About database drivers" title="Direct link to About database drivers">​</a></h2><p>Our docker images come with little to zero database driver support since
each envrionment requires different drivers, and mataining a build with
wide database support would be both challenging (dozens of databases,
python drivers, and os dependencies) and inefficient (longer
build times, larger images, lower layer cache hit rate, ...).</p><p>For production use cases, we recommend that you derive our <code>lean</code> image(s) and
add database support for the database you need.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="on-supporting-arm64-and-amd64">On supporting arm64 AND amd64<a href="#on-supporting-arm64-and-amd64" class="hash-link" aria-label="Direct link to On supporting arm64 AND amd64" title="Direct link to On supporting arm64 AND amd64">​</a></h2><p>Only the release builds are multi-platform, supporting <code>linux/arm64</code>
and <code>linux/amd64</code>. This enables higher level constructs like <code>helm</code> and
docker-compose to point to these images and effectively be multi-platform
as well.</p><p>Pull requests and master builds
are one-image-per-platform so that they can be parallized and the
build matrix for those is more sparse as we don&#x27;t need to build every
build preset on every platform, and generally can be more selective here.
For those builds, we suffix tags with <code>-arm</code> where it applies.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="working-with-apple-silicon">Working with Apple silicon<a href="#working-with-apple-silicon" class="hash-link" aria-label="Direct link to Working with Apple silicon" title="Direct link to Working with Apple silicon">​</a></h3><p>Apple&#x27;s current generation of computers uses ARM-based CPUs, and Docker
running on MACs seem to require <code>linux/arm64/v8</code> (at least one user&#x27;s M2 was
configured in that way). Setting the environment
variable <code>DOCKER_DEFAULT_PLATFORM</code> to <code>linux/amd64</code> seems to function in
term of leveraging, and building upon the Superset builds provided here.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><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:#393A34"><span class="token plain">export DOCKER_DEFAULT_PLATFORM=linux/amd64</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>Presumably, <code>linux/arm64/v8</code> would be more optimized for this generation
of chips, but less compatible across the ARM ecosystem.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/superset/tree/master/docs/docs/installation/docker.mdx" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/installation/setup-ssh-tunneling"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Setup SSH Tunneling</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/creating-charts-dashboards/creating-your-first-dashboard"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Creating Your First Dashboard</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="#key-image-tags-and-examples" class="table-of-contents__link toc-highlight">Key Image Tags and Examples</a></li><li><a href="#caching" class="table-of-contents__link toc-highlight">Caching</a></li><li><a href="#about-database-drivers" class="table-of-contents__link toc-highlight">About database drivers</a></li><li><a href="#on-supporting-arm64-and-amd64" class="table-of-contents__link toc-highlight">On supporting arm64 AND amd64</a><ul><li><a href="#working-with-apple-silicon" class="table-of-contents__link toc-highlight">Working with Apple silicon</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">
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