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class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" 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 class="breadcrumbs__item"><span class="breadcrumbs__link">Developing on DataHub</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">Using Docker Images During Development</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>Using Docker Images During Development</h1><p>We've created a special <code>docker-compose.dev.yml</code> override file that should configure docker images to be easier to use
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during development.</p><p>Normally, you'd rebuild your images from scratch with a combination of gradle and docker compose commands. However,
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this takes way too long for development and requires reasoning about several layers of docker compose configuration
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yaml files which can depend on your hardware (Apple M1).</p><p>The <code>docker-compose.dev.yml</code> file bypasses the need to rebuild docker images by mounting binaries, startup scripts,
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and other data. These dev images, tagged with <code>debug</code> will use your <em>locally built code</em> with gradle.
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Building locally and bypassing the need to rebuild the Docker images should be much faster.</p><p>We highly recommend you just invoke <code>./gradlew quickstartDebug</code> task.</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 quickstartDebug</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 task is defined in <code>docker/build.gradle</code> and executes the following steps:</p><ol><li><p>Builds all required artifacts to run DataHub. This includes both application code such as the GMS war, the frontend
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distribution zip which contains javascript, as well as secondary support docker containers.</p></li><li><p>Locally builds Docker images with the expected <code>debug</code> tag required by the docker compose files.</p></li><li><p>Runs the special <code>docker-compose.dev.yml</code> and supporting docker-compose files to mount local files directly in the
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containers with remote debugging ports enabled.</p></li></ol><p>Once the <code>debug</code> docker images are constructed you'll see images similar to the following:</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">acryldata/datahub-frontend-react debug e52fef698025 </span><span class="token number" style="color:rgb(247, 140, 108)">28</span><span class="token plain"> minutes ago 763MB</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">acryldata/datahub-kafka-setup debug 3375aaa2b12d </span><span class="token number" style="color:rgb(247, 140, 108)">55</span><span class="token plain"> minutes ago 659MB</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">acryldata/datahub-gms debug ea2b0a8ea115 </span><span class="token number" style="color:rgb(247, 140, 108)">56</span><span class="token plain"> minutes ago 408MB</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">acryldata/datahub-upgrade debug 322377a7a21d </span><span class="token number" style="color:rgb(247, 140, 108)">56</span><span class="token plain"> minutes ago 463MB</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">acryldata/datahub-mysql-setup debug 17768edcc3e5 </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token plain"> hours ago </span><span class="token number" style="color:rgb(247, 140, 108)">58</span><span class="token plain">.2MB</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">acryldata/datahub-elasticsearch-setup debug 4d935be7c62c </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token plain"> hours ago </span><span class="token number" style="color:rgb(247, 140, 108)">26</span><span class="token plain">.1MB</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>At this point it is possible to view the DataHub UI at <code>http://localhost:9002</code> as you normally would with quickstart.</p><p>Like <code>quickStartDebug</code>, there are a few other tasks that bring up a different set of containers, for example
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<code>quickStartDebugConsumers</code> will also bring up mce-consumer and mae-consumer.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="reloading">Reloading<a href="#reloading" class="hash-link" aria-label="Direct link to Reloading" title="Direct link to Reloading"></a></h2><p>Next, perform the desired modifications</p><p>To see these changes in the deployment, a rebuilt of modified artifacts and a restart of the container(s) is required to run with the updated code.
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The restart can be performed using following gradle task.</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 :docker:debugReload</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 single task will build the artifacts that were modified and restart only those containers that were affected by the rebuilt artifacts.</p><p>For each of the <code>quickStartDebug</code> variants, there is a corresponding <code>debugReload</code> task.
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For <code>quickStartDebugConsumers</code>, the reload task is <code>debugConsumersReload</code></p><p><code>debugReload</code> is generally much faster than re-running <code>quickStartDebug</code> and is recommended after an initial bringup of all services via <code>quickStartDebug</code> followed
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by loading the incremental changes using <code>debugReload</code>.</p><p>If there are significant changes to the code, for example due to pulling the latest code, it is recommended to start with a <code>quickStartDebug</code> and then iterate using <code>debugReload</code></p><h1>Setting environment variables via env files</h1><p>You can define different sets of environment variables for all the containers in an env file. The env files must be located in the <code>docker/profiles</code> folder.
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To use the env file, run</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 assign-left variable" style="color:rgb(191, 199, 213)">DATAHUB_LOCAL_COMMON_ENV</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">my-settings.env ./gradlew quickStartDebug</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 <code>debugReload</code> process continues to work, but the restarted containers will use the same settings that were present at the time of running <code>./gradlew quickStartDebug</code>.</p><p>If you need to reload the containers with a different env file or changes made to the env file, a task <code>debugReloadEnv</code> builds the artifacts that have code changes
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||
and recreates all the containers that refer to these the env file via the DATAHUB_LOCAL_COMMON_ENV environment variable.</p><p><code>debugReloadEnv</code> also has variants for all the <code>quickStartDebug</code> variants. For example, <code>quickStartDebugConsumers</code> has <code>debugConsumersReloadEnv</code></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="startstop">Start/Stop<a href="#startstop" class="hash-link" aria-label="Direct link to Start/Stop" title="Direct link to Start/Stop"></a></h2><p>The following commands can pause the debugging environment to release resources when not needed.</p><p>Pause containers and free resources.</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)">docker</span><span class="token plain"> compose -p datahub 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><p>Resume containers for further debugging.</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)">docker</span><span class="token plain"> compose -p datahub start</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="debugging">Debugging<a href="#debugging" class="hash-link" aria-label="Direct link to Debugging" title="Direct link to Debugging"></a></h2><p>The default debugging process uses your local code and enables debugging by default for both GMS and the frontend. Attach
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||
to the instance using your IDE by using its Remote Java Debugging features.</p><p>Environment variables control the debugging ports for GMS and the frontend.</p><ul><li><code>DATAHUB_MAPPED_GMS_DEBUG_PORT</code> - Default: 5001</li><li><code>DATAHUB_MAPPED_FRONTEND_DEBUG_PORT</code> - Default: 5002</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="intellij-remote-debug-configuration">IntelliJ Remote Debug Configuration<a href="#intellij-remote-debug-configuration" class="hash-link" aria-label="Direct link to IntelliJ Remote Debug Configuration" title="Direct link to IntelliJ Remote Debug Configuration"></a></h3><p>The screenshot shows an example configuration for IntelliJ using the default GMS debugging port of 5001.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/development/intellij-remote-debug.png" class="img_ev3q"></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="tips-for-people-new-to-docker">Tips for People New To Docker<a href="#tips-for-people-new-to-docker" class="hash-link" aria-label="Direct link to Tips for People New To Docker" title="Direct link to Tips for People New To Docker"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="accessing-logs">Accessing Logs<a href="#accessing-logs" class="hash-link" aria-label="Direct link to Accessing Logs" title="Direct link to Accessing Logs"></a></h3><p>It is highly recommended you use <a href="https://www.docker.com/products/docker-desktop" target="_blank" rel="noopener noreferrer">Docker Desktop's dashboard</a> to access service logs. If you double click an image it will pull up the logs for you.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="quickstart-conflicts">Quickstart Conflicts<a href="#quickstart-conflicts" class="hash-link" aria-label="Direct link to Quickstart Conflicts" title="Direct link to Quickstart Conflicts"></a></h3><p>If you run quickstart, use <code>./gradlew quickstartDebug</code> to return to using the debugging containers.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-prune">Docker Prune<a href="#docker-prune" class="hash-link" aria-label="Direct link to Docker Prune" title="Direct link to Docker Prune"></a></h3><p>If you run into disk space issues and prune the images & containers you will need to execute the <code>./gradlew quickstartDebug</code>
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again.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="system-update">System Update<a href="#system-update" class="hash-link" aria-label="Direct link to System Update" title="Direct link to System Update"></a></h3><p>The <code>datahub-upgrade</code> job will not block the startup of the other containers as it normally
|
||
does in a quickstart or production environment. Normally this is process is required when making updates which
|
||
require Elasticsearch reindexing. If reindexing is required, the UI will render but may temporarily return errors
|
||
until this job finishes.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="running-a-specific-service">Running a specific service<a href="#running-a-specific-service" class="hash-link" aria-label="Direct link to Running a specific service" title="Direct link to Running a specific service"></a></h3><p><code>docker-compose up</code> will launch all services in the configuration, including dependencies, unless they're already
|
||
running. If you, for some reason, wish to change this behavior, check out these example commands.</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">docker-compose -p datahub -f docker-compose.yml -f docker-compose.override.yml -f docker-compose-without-neo4j.m1.yml -f docker-compose.dev.yml up datahub-gms</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>Will only start <code>datahub-gms</code> and its dependencies.</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">docker-compose -p datahub -f docker-compose.yml -f docker-compose.override.yml -f docker-compose-without-neo4j.m1.yml -f docker-compose.dev.yml up --no-deps datahub-gms</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>Will only start <code>datahub-gms</code>, without dependencies.</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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