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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">Tutorials</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 for tutorials</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"><header><h1>Docker for Jupyter Notebook tutorials</h1></header><p>Apache Druid provides a custom Jupyter container that contains the prerequisites |
| for all <a href="/docs/latest/tutorials/tutorial-jupyter-index">Jupyter-based Druid tutorials</a>, as well as all of the tutorials themselves. |
| You can run the Jupyter container, as well as containers for Druid and Apache Kafka, |
| using the Docker Compose file provided in the Druid GitHub repository.</p><p>You can run the following combination of applications:</p><ul><li><a href="#start-only-the-jupyter-container">Jupyter only</a></li><li><a href="#start-jupyter-and-druid">Jupyter and Druid</a></li><li><a href="#start-jupyter-druid-and-kafka">Jupyter, Druid, and Kafka</a></li><li><a href="#start-kafka-and-jupyter">Kafka and Jupyter</a></li></ul><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><p>Jupyter in Docker requires that you have <strong>Docker</strong> and <strong>Docker Compose</strong>. |
| We recommend installing these through <a href="https://docs.docker.com/desktop/" target="_blank" rel="noopener noreferrer">Docker Desktop</a>.</p><p>For ARM-based devices, see <a href="#tutorial-setup-for-arm-based-devices">Tutorial setup for ARM-based devices</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="launch-the-docker-containers">Launch the Docker containers<a href="#launch-the-docker-containers" class="hash-link" aria-label="Direct link to Launch the Docker containers" title="Direct link to Launch the Docker containers"></a></h2><p>You run Docker Compose to launch Jupyter and optionally Druid or Kafka. |
| Docker Compose references the configuration in <code>docker-compose.yaml</code>. |
| Running Druid in Docker also requires the <code>environment</code> file, which |
| sets the configuration properties for the Druid services. |
| To get started, download both <code>docker-compose.yaml</code> and <code>environment</code> from |
| <a href="https://github.com/apache/druid/blob/master/examples/quickstart/jupyter-notebooks/docker-jupyter/tutorial-jupyter-docker.zip" target="_blank" rel="noopener noreferrer"><code>tutorial-jupyter-docker.zip</code></a>.</p><p>Alternatively, you can clone the <a href="https://github.com/apache/druid" target="_blank" rel="noopener noreferrer">Apache Druid repo</a> and |
| access the files in <code>druid/examples/quickstart/jupyter-notebooks/docker-jupyter</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="start-only-the-jupyter-container">Start only the Jupyter container<a href="#start-only-the-jupyter-container" class="hash-link" aria-label="Direct link to Start only the Jupyter container" title="Direct link to Start only the Jupyter container"></a></h3><p>If you already have Druid running locally or on another machine, you can run the Docker containers for Jupyter only. |
| In the same directory as <code>docker-compose.yaml</code>, start the application:</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 function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile jupyter up -d</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 Docker Compose file assigns <code>8889</code> for the Jupyter port. |
| You can override the port number by setting the <code>JUPYTER_PORT</code> environment variable before starting the Docker application.</p><p>If Druid is running local to the same machine as Jupyter, open the tutorial and set the <code>host</code> variable to <code>host.docker.internal</code> before starting. 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">host </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"host.docker.internal"</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="start-jupyter-and-druid">Start Jupyter and Druid<a href="#start-jupyter-and-druid" class="hash-link" aria-label="Direct link to Start Jupyter and Druid" title="Direct link to Start Jupyter and Druid"></a></h3><p>Running Druid in Docker requires the <code>environment</code> file as well as an environment variable named <code>DRUID_VERSION</code>, |
| which determines the version of Druid to use. The Druid version references the Docker tag to pull from the |
| <a href="https://hub.docker.com/r/apache/druid/tags" target="_blank" rel="noopener noreferrer">Apache Druid Docker Hub</a>.</p><p>In the same directory as <code>docker-compose.yaml</code> and <code>environment</code>, start the application:</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 assign-left variable" style="color:rgb(191, 199, 213)">DRUID_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token number" style="color:rgb(247, 140, 108)">28.0</span><span class="token plain">.0 </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile druid-jupyter up -d</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="start-jupyter-druid-and-kafka">Start Jupyter, Druid, and Kafka<a href="#start-jupyter-druid-and-kafka" class="hash-link" aria-label="Direct link to Start Jupyter, Druid, and Kafka" title="Direct link to Start Jupyter, Druid, and Kafka"></a></h3><p>Running Druid in Docker requires the <code>environment</code> file as well as the <code>DRUID_VERSION</code> environment variable.</p><p>In the same directory as <code>docker-compose.yaml</code> and <code>environment</code>, start the application:</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 assign-left variable" style="color:rgb(191, 199, 213)">DRUID_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token number" style="color:rgb(247, 140, 108)">28.0</span><span class="token plain">.0 </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile all-services up -d</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="start-kafka-and-jupyter">Start Kafka and Jupyter<a href="#start-kafka-and-jupyter" class="hash-link" aria-label="Direct link to Start Kafka and Jupyter" title="Direct link to Start Kafka and Jupyter"></a></h3><p>If you already have Druid running externally, such as an existing cluster or a dedicated infrastructure for Druid, you can run the Docker containers for Kafka and Jupyter only.</p><p>In the same directory as <code>docker-compose.yaml</code> and <code>environment</code>, start the application:</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 assign-left variable" style="color:rgb(191, 199, 213)">DRUID_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token number" style="color:rgb(247, 140, 108)">28.0</span><span class="token plain">.0 </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile kafka-jupyter up -d</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>If you have an external Druid instance running on a different machine than the one hosting the Docker Compose environment, change the <code>host</code> variable in the notebook tutorial to the hostname or address of the machine where Druid is running.</p><p>If Druid is running local to the same machine as Jupyter, open the tutorial and set the <code>host</code> variable to <code>host.docker.internal</code> before starting. 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">host </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"host.docker.internal"</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 enable Druid to ingest data from Kafka within the Docker Compose environment, update the <code>bootstrap.servers</code> property in the Kafka ingestion spec to <code>localhost:9094</code> before ingesting. For reference, see <a href="/docs/latest/development/extensions-core/kafka-supervisor-reference#consumer-properties">Consumer properties</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="update-image-from-docker-hub">Update image from Docker Hub<a href="#update-image-from-docker-hub" class="hash-link" aria-label="Direct link to Update image from Docker Hub" title="Direct link to Update image from Docker Hub"></a></h3><p>If you already have a local cache of the Jupyter image, you can update the image before running the application using 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 function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose pull jupyter</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="use-locally-built-image">Use locally built image<a href="#use-locally-built-image" class="hash-link" aria-label="Direct link to Use locally built image" title="Direct link to Use locally built image"></a></h3><p>The default Docker Compose file pulls the custom Jupyter Notebook image from a third party Docker Hub. |
| If you prefer to build the image locally from the official source, do the following:</p><ol><li>Clone the Apache Druid repository.</li><li>Navigate to <code>examples/quickstart/jupyter-notebooks/docker-jupyter</code>.</li><li>Start the services using <code>-f docker-compose-local.yaml</code> in the <code>docker compose</code> command. For example:</li></ol><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 assign-left variable" style="color:rgb(191, 199, 213)">DRUID_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token number" style="color:rgb(247, 140, 108)">28.0</span><span class="token plain">.0 </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile all-services -f docker-compose-local.yaml up -d</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="access-jupyter-based-tutorials">Access Jupyter-based tutorials<a href="#access-jupyter-based-tutorials" class="hash-link" aria-label="Direct link to Access Jupyter-based tutorials" title="Direct link to Access Jupyter-based tutorials"></a></h2><p>The following steps show you how to access the Jupyter notebook tutorials from the Docker container. |
| At startup, Docker creates and mounts a volume to persist data from the container to your local machine. |
| This way you can save your work completed within the Docker container.</p><ol><li><p>Navigate to the notebooks at http://localhost:8889.</p><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><p> If you set <code>JUPYTER_PORT</code> to another port number, replace <code>8889</code> with the value of the Jupyter port.</p></div></div></li><li><p>Select a tutorial. If you don't plan to save your changes, you can use the notebook directly as is. Otherwise, continue to the next step.</p></li><li><p>Optional: To save a local copy of your tutorial work, |
| select <strong>File > Save as...</strong> from the navigation menu. Then enter <code>work/<notebook name>.ipynb</code>. |
| If the notebook still displays as read only, you may need to refresh the page in your browser. |
| Access the saved files in the <code>notebooks</code> folder in your local working directory.</p></li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="view-the-druid-web-console">View the Druid web console<a href="#view-the-druid-web-console" class="hash-link" aria-label="Direct link to View the Druid web console" title="Direct link to View the Druid web console"></a></h2><p>To access the Druid web console in Docker, go to http://localhost:8888/unified-console.html. |
| Use the web console to view datasources and ingestion tasks that you create in the tutorials.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="stop-docker-containers">Stop Docker containers<a href="#stop-docker-containers" class="hash-link" aria-label="Direct link to Stop Docker containers" title="Direct link to Stop Docker containers"></a></h2><p>Shut down the Docker application using 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 function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose down -v</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="tutorial-setup-without-using-docker">Tutorial setup without using Docker<a href="#tutorial-setup-without-using-docker" class="hash-link" aria-label="Direct link to Tutorial setup without using Docker" title="Direct link to Tutorial setup without using Docker"></a></h2><p>To use the Jupyter Notebook-based tutorials without using Docker, do the following:</p><ol><li><p>Clone the Apache Druid repo, or download the <a href="/docs/latest/tutorials/tutorial-jupyter-index#tutorials">tutorials</a> |
| as well as the <a href="/docs/latest/tutorials/tutorial-jupyter-index#python-api-for-druid">Python client for Druid</a>.</p></li><li><p>Install the prerequisite Python packages with the following commands:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Install requests</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> requests</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="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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Install JupyterLab</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> jupyterlab</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install Jupyter Notebook</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> notebook</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>Individual notebooks may list additional packages you need to install to complete the tutorial.</p></li><li><p>In your Druid source repo, install <code>druidapi</code> with the following commands:</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 builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> examples/quickstart/jupyter-notebooks/druidapi</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">.</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></li><li><p>Start Jupyter, in the same directory as the tutorials, using either JupyterLab or Jupyter Notebook:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Start JupyterLab on port 3001</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">jupyter lab --port </span><span class="token number" style="color:rgb(247, 140, 108)">3001</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Start Jupyter Notebook on port 3001</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">jupyter notebook --port </span><span class="token number" style="color:rgb(247, 140, 108)">3001</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></li><li><p>Start Druid. You can use the <a href="/docs/latest/tutorials/">Quickstart (local)</a> instance. The tutorials |
| assume that you are using the quickstart, so no authentication or authorization |
| is expected unless explicitly mentioned.</p><p>If you contribute to Druid, and work with Druid integration tests, you can use a test cluster. |
| Assume you have an environment variable, <code>DRUID_DEV</code>, which identifies your Druid source repo.</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 builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$DRUID_DEV</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">./it.sh build</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">./it.sh image</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">./it.sh up </span><span class="token operator" style="color:rgb(137, 221, 255)"><</span><span class="token plain">category</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>Replace <code><category></code> with one of the available integration test categories. See the integration |
| test <code>README.md</code> for details.</p></li></ol><p>You should now be able to access and complete the tutorials.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="tutorial-setup-for-arm-based-devices">Tutorial setup for ARM-based devices<a href="#tutorial-setup-for-arm-based-devices" class="hash-link" aria-label="Direct link to Tutorial setup for ARM-based devices" title="Direct link to Tutorial setup for ARM-based devices"></a></h2><p>For ARM-based devices, follow this setup to start Druid externally, while keeping Kafka and Jupyter within the Docker Compose environment:</p><ol><li><p>Start Druid using the <code>start-druid</code> script. You can follow <a href="/docs/latest/tutorials/">Quickstart (local)</a> instructions. The tutorials |
| assume that you are using the quickstart, so no authentication or authorization is expected unless explicitly mentioned.</p></li><li><p>Start either Jupyter only or Jupyter and Kafka using the following commands in the same directory as <code>docker-compose.yaml</code> and <code>environment</code>:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Start only Jupyter</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile jupyter up -d</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Start Kafka and Jupyter</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">DRUID_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token number" style="color:rgb(247, 140, 108)">28.0</span><span class="token plain">.0 </span><span class="token function" style="color:rgb(130, 170, 255)">docker</span><span class="token plain"> compose --profile kafka-jupyter up -d</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></li><li><p>If Druid is running local to the same machine as Jupyter, open the tutorial and set the <code>host</code> variable to <code>host.docker.internal</code> before starting. 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">host </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"host.docker.internal"</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></li><li><p>If using Kafka to handle the data stream that will be ingested into Druid and Druid is running local to the same machine, update the consumer property <code>bootstrap.servers</code> to <code>localhost:9094</code>.</p></li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="learn-more">Learn more<a href="#learn-more" class="hash-link" aria-label="Direct link to Learn more" title="Direct link to Learn more"></a></h2><p>See the following topics for more information:</p><ul><li><a href="/docs/latest/tutorials/tutorial-jupyter-index">Jupyter Notebook tutorials</a> for the available Jupyter Notebook-based tutorials for Druid</li><li><a href="/docs/latest/tutorials/docker">Tutorial: Run with Docker</a> for running Druid from a Docker container</li></ul></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/latest/tutorials/tutorial-jupyter-index"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Jupyter Notebook tutorials</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/latest/tutorials/tutorial-jdbc"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">JDBC connector</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="#launch-the-docker-containers" class="table-of-contents__link toc-highlight">Launch the Docker containers</a><ul><li><a href="#start-only-the-jupyter-container" class="table-of-contents__link toc-highlight">Start only the Jupyter container</a></li><li><a href="#start-jupyter-and-druid" class="table-of-contents__link toc-highlight">Start Jupyter and Druid</a></li><li><a href="#start-jupyter-druid-and-kafka" class="table-of-contents__link toc-highlight">Start Jupyter, Druid, and Kafka</a></li><li><a href="#start-kafka-and-jupyter" class="table-of-contents__link toc-highlight">Start Kafka and Jupyter</a></li><li><a href="#update-image-from-docker-hub" class="table-of-contents__link toc-highlight">Update image from Docker Hub</a></li><li><a href="#use-locally-built-image" class="table-of-contents__link toc-highlight">Use locally built image</a></li></ul></li><li><a href="#access-jupyter-based-tutorials" class="table-of-contents__link toc-highlight">Access Jupyter-based tutorials</a></li><li><a href="#view-the-druid-web-console" class="table-of-contents__link toc-highlight">View the Druid web console</a></li><li><a href="#stop-docker-containers" class="table-of-contents__link toc-highlight">Stop Docker containers</a></li><li><a href="#tutorial-setup-without-using-docker" class="table-of-contents__link toc-highlight">Tutorial setup without using Docker</a></li><li><a href="#tutorial-setup-for-arm-based-devices" class="table-of-contents__link toc-highlight">Tutorial setup for ARM-based devices</a></li><li><a href="#learn-more" class="table-of-contents__link toc-highlight">Learn more</a></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="margin-bottom--sm"><img src="/img/favicon.png" class="themedImage_ToTc themedImage--light_HNdA footer__logo"><img src="/img/favicon.png" class="themedImage_ToTc themedImage--dark_i4oU footer__logo"></div><div class="footer__copyright">Copyright © 2023 Apache Software Foundation. Except where otherwise noted, licensed under CC BY-SA 4.0. Apache Druid, Druid, and the Druid logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries.</div></div></div></footer></div> |
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