| <!doctype html> |
| <html lang="en"> |
| <head> |
| <meta charset="UTF-8"> |
| <meta name="viewport" content="width=device-width,initial-scale=1"> |
| <meta name="generator" content="Docusaurus v2.0.0-alpha.70"> |
| <link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed"> |
| <link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Development Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><meta data-react-helmet="true" property="og:title" content="Development Guide | Apache Submarine"><meta data-react-helmet="true" name="description" content="<!--"><meta data-react-helmet="true" property="og:description" content="<!--"><meta data-react-helmet="true" property="og:url" content="https://submarine.apache.org//docs/next/devDocs/Development"><link data-react-helmet="true" rel="shortcut icon" href="/img/submarine.ico"><link data-react-helmet="true" rel="canonical" href="https://submarine.apache.org//docs/next/devDocs/Development"><link rel="stylesheet" href="/styles.39775f96.css"> |
| <link rel="preload" href="/styles.f6b0c2f2.js" as="script"> |
| <link rel="preload" href="/runtime~main.13a9404d.js" as="script"> |
| <link rel="preload" href="/main.1c145c17.js" as="script"> |
| <link rel="preload" href="/1.d23d1451.js" as="script"> |
| <link rel="preload" href="/2.45bcb8a0.js" as="script"> |
| <link rel="preload" href="/1f391b9e.785b37ba.js" as="script"> |
| <link rel="preload" href="/127.875bba76.js" as="script"> |
| <link rel="preload" href="/935f2afb.e0ddaa28.js" as="script"> |
| <link rel="preload" href="/17896441.faf04472.js" as="script"> |
| <link rel="preload" href="/897bc7ae.07fec934.js" as="script"> |
| </head> |
| <body> |
| <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus"> |
| <nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></div><a class="navbar__brand" href="/"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_YANc themedImage--light_3CMI navbar__logo"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_YANc themedImage--dark_3ARp navbar__logo"><strong class="navbar__title">Apache Submarine</strong></a><a class="navbar__item navbar__link navbar__link--active" href="/docs/next/gettingStarted/quickstart">Docs</a><a class="navbar__item navbar__link" href="/docs/next/api/environment">API</a><a class="navbar__item navbar__link" href="/docs/next/download">Download</a></div><div class="navbar__items navbar__items--right"><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a class="navbar__item navbar__link" href="/docs/next/gettingStarted/quickstart">master 🏃</a><ul class="dropdown__menu"><li><a aria-current="page" class="dropdown__link dropdown__link--active" href="/docs/next/devDocs/Development">master 🏃</a></li><li><a class="dropdown__link" href="/docs/devDocs/Development">0.6.0</a></li><li><a class="dropdown__link" href="/versions">All versions</a></li></ul></div><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="navbar__item navbar__link">GitHub</a><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a class="navbar__item navbar__link">Apache</a><ul class="dropdown__menu"><li><a href="https://www.apache.org/foundation/how-it-works.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Apache Software Foundation</a></li><li><a href="https://www.apache.org/events/current-event" target="_blank" rel="noopener noreferrer" class="dropdown__link">Events</a></li><li><a href="https://www.apache.org/licenses/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Apache License</a></li><li><a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Thanks</a></li><li><a href="https://www.apache.org/security/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Security</a></li><li><a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Sponsorship</a></li></ul></div><div class="react-toggle react-toggle--disabled displayOnlyInLargeViewport_2N3Q"><div class="react-toggle-track"><div class="react-toggle-track-check"><span class="toggle_3NWk">🌜</span></div><div class="react-toggle-track-x"><span class="toggle_3NWk">🌞</span></div></div><div class="react-toggle-thumb"></div><input type="checkbox" disabled="" aria-label="Dark mode toggle" class="react-toggle-screenreader-only"></div><div class="navbar__search"><span aria-label="expand searchbar" role="button" class="search-icon" tabindex="0"></span><input type="search" id="search_input_react" placeholder="Search" aria-label="Search" class="navbar__search-input search-bar"></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div><div class="navbar-sidebar"><div class="navbar-sidebar__brand"><a class="navbar__brand" href="/"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_YANc themedImage--light_3CMI navbar__logo"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_YANc themedImage--dark_3ARp navbar__logo"><strong class="navbar__title">Apache Submarine</strong></a></div><div class="navbar-sidebar__items"><div class="menu"><ul class="menu__list"><li class="menu__list-item"><a class="menu__link navbar__link--active" href="/docs/next/gettingStarted/quickstart">Docs</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/next/api/environment">API</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/next/download">Download</a></li><li class="menu__list-item"><a role="button" class="menu__link menu__link--sublist">Versions</a><ul class="menu__list"><li class="menu__list-item"><a aria-current="page" class="menu__link menu__link--active" href="/docs/next/devDocs/Development">master 🏃</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/devDocs/Development">0.6.0</a></li><li class="menu__list-item"><a class="menu__link" href="/versions">All versions</a></li></ul></li><li class="menu__list-item"><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="menu__link">GitHub</a></li><li class="menu__list-item menu__list-item--collapsed"><a role="button" class="menu__link menu__link--sublist">Apache</a><ul class="menu__list"><li class="menu__list-item"><a href="https://www.apache.org/foundation/how-it-works.html" target="_blank" rel="noopener noreferrer" class="menu__link">Apache Software Foundation</a></li><li class="menu__list-item"><a href="https://www.apache.org/events/current-event" target="_blank" rel="noopener noreferrer" class="menu__link">Events</a></li><li class="menu__list-item"><a href="https://www.apache.org/licenses/" target="_blank" rel="noopener noreferrer" class="menu__link">Apache License</a></li><li class="menu__list-item"><a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noopener noreferrer" class="menu__link">Thanks</a></li><li class="menu__list-item"><a href="https://www.apache.org/security/" target="_blank" rel="noopener noreferrer" class="menu__link">Security</a></li><li class="menu__list-item"><a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noopener noreferrer" class="menu__link">Sponsorship</a></li></ul></li></ul></div></div></div></nav><div class="main-wrapper"><div class="docPage_vMrn"><div class="docSidebarContainer_3Ak5" role="complementary"><div class="sidebar_3gvy"><div class="menu menu--responsive thin-scrollbar menu_1yIk"><button aria-label="Open Menu" aria-haspopup="true" class="button button--secondary button--sm menu__button" type="button"><svg aria-label="Menu" class="sidebarMenuIcon_1CUI" width="24" height="24" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><ul class="menu__list"><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!">Getting Started</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/gettingStarted/quickstart">Quickstart</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/gettingStarted/notebook">Jupyter Notebook</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/gettingStarted/python-sdk">Submarine Python SDK</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/gettingStarted/helm">Custom Configuation</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!">User Docs</a><ul class="menu__list"><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!" tabindex="-1">API documentation</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/api/experiment">Experiment REST API</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/api/environment">Environment REST API</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/api/experiment-template">Experiment Template REST API</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/api/notebook">Notebook REST API</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!" tabindex="-1">Submarine SDK</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/submarine-sdk/experiment-client">Experiment Client</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/submarine-sdk/submarine-cli">Submarine CLI</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/submarine-sdk/tracking">Tracking</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!" tabindex="-1">Others</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/others/mlflow">MLflow UI</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/userDocs/others/tensorboard">Tensorboard</a></li></ul></li></ul></li><li class="menu__list-item"><a class="menu__link menu__link--sublist menu__link--active" href="#!">Developer Docs</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/README">Project Architecture</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/Dependencies">Dependencies for Submarine</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/BuildFromCode">How to Build Submarine</a></li><li class="menu__list-item"><a aria-current="page" class="menu__link menu__link--active active" tabindex="0" href="/docs/next/devDocs/Development">Development Guide</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/IntegrationTestK8s">How to Run Integration K8s Test</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/IntegrationTestE2E">How to Run Frontend Integration Test</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/HowToRelease">How to Release</a></li><li class="menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/devDocs/HowToVerify">How to Verify</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!">Community</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/README">Apache Submarine Community</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/Bylaws">Bylaws</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/HowToCommit">Guide for Apache Submarine Committers</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/contributing">How To Contribute to Submarine</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/HowToVoteCommitterOrPMC">How to vote a Committer or PMC</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/HowToBecomeCommitter">How to become a Committer</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/community/Resources">Resources</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!">Design Docs</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/architecture-and-requirements">Architecture and Requirment</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/implementation-notes">Implementation Notes</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/environments-implementation">Environments Implementation</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/experiment-implementation">Experiment Implementation</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/notebook-implementation">Notebook Implementation</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/storage-implementation">Storage Implementation</a></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!" tabindex="-1">Submarine Server</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/submarine-server/architecture">Submarine Server Implementation</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/submarine-server/experimentSpec">Generic Experiment Spec</a></li></ul></li><li class="menu__list-item menu__list-item--collapsed"><a class="menu__link menu__link--sublist" href="#!" tabindex="-1">WIP Design Docs</a><ul class="menu__list"><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/wip-designs/submarine-launcher">Submarine Launcher</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/wip-designs/submarine-clusterServer">Cluster Server Design - High-Availability</a></li><li class="menu__list-item"><a class="menu__link" tabindex="-1" href="/docs/next/designDocs/wip-designs/security-implementation">Security Implementation</a></li></ul></li></ul></li></ul></div></div></div><main class="docMainContainer_2iGs"><div class="container padding-vert--lg docItemWrapper_1bxp"><div class="row"><div class="col docItemCol_U38p"><div class="alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for Apache Submarine <strong>master 🏃</strong> version.</div><div class="margin-top--md">For up-to-date documentation, see the <strong><a href="/docs/devDocs/Development">latest version</a></strong> (0.6.0).</div></div><div class="docItemContainer_a7m4"><article><div><span class="badge badge--secondary">Version: master 🏃</span></div><header><h1 class="docTitle_Oumm">Development Guide</h1></header><div class="markdown"><h1><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="project-overview"></a>Project Overview<a class="hash-link" href="#project-overview" title="Direct link to heading">#</a></h1><p>The document <a href="/docs/next/gettingStarted/quickstart">Submarine Quickstart</a> shows how to deploy the Submarine service to your Kubernetes cluster. The Submarine service consists mainly of nine components, and you can check them with the following command:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl get pods -n ${your_namespace}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>A brief introduction about these components:</p><ol><li><strong>tf-operator</strong>: Enable users to run TensorFlow jobs distributedly</li><li><strong>pytorch-operator</strong>: Enable users to run PyTorch jobs distributedly</li><li><strong>notebook-controller</strong>: Jupyter Notebook controller</li><li><strong>submarine-traefik</strong>: Kubernetes Ingress controller</li><li><strong>submarine-database</strong>: A MySQL database to store metadata</li><li><strong>submarine-minio</strong>: An object store for machine learning artifacts</li><li><strong>submarine-mlflow</strong>: A platform for model management</li><li><strong>submarine-tensorboard</strong>: A visualization tool for distributed training experiments</li><li><strong>submarine-server</strong>: Handle API requests, and submit distributed training experiments to Kubernetes.</li></ol><h1><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="submarine-development"></a>Submarine Development<a class="hash-link" href="#submarine-development" title="Direct link to heading">#</a></h1><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="video"></a>Video<a class="hash-link" href="#video" title="Direct link to heading">#</a></h2><ul><li>From this <a href="https://youtu.be/32Na2k6Alv4" target="_blank" rel="noopener noreferrer">Video</a>, you will know how to deal with the configuration of Submarine and be able to contribute to it via Github.</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="develop-server"></a>Develop server<a class="hash-link" href="#develop-server" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="prerequisites"></a>Prerequisites<a class="hash-link" href="#prerequisites" title="Direct link to heading">#</a></h3><ul><li>JDK 1.8</li><li>Maven 3.3 or later ( < 3.8.1 )</li><li>Docker</li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="setting-up-checkstyle-in-ide"></a>Setting up checkstyle in IDE<a class="hash-link" href="#setting-up-checkstyle-in-ide" title="Direct link to heading">#</a></h3><p>Checkstyle plugin may help to detect violations directly from the IDE.</p><ol><li>Install Checkstyle+IDEA plugin from <code>Preference</code> -> <code>Plugins</code></li><li>Open <code>Preference</code> -> <code>Tools</code> -> <code>Checkstyle</code><ol><li>Set Checkstyle version:<ul><li>Checkstyle version: 8.0</li></ul></li><li>Add (+) a new Configuration File<ul><li>Description: Submarine</li><li>Use a local checkstyle <code>${SUBMARINE_HOME}/dev-support/maven-config/checkstyle.xml</code></li></ul></li></ol></li><li>Open the Checkstyle Tool Window, select the Submarine rule and execute the check</li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="testing"></a>Testing<a class="hash-link" href="#testing" title="Direct link to heading">#</a></h3><ul><li><p>Unit Test</p><p>For each class, there is a corresponding testClass. For example, <code>SubmarineServerTest</code> is used for testing <code>SubmarineServer</code>. Whenever you add a funtion in classes, you must write a unit test to test it.</p></li><li><p>Integration Test: <a href="/docs/next/devDocs/IntegrationTestK8s">IntegrationTestK8s.md</a></p></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="build-from-source"></a>Build from source<a class="hash-link" href="#build-from-source" title="Direct link to heading">#</a></h3><ul><li><p>Before building</p><ol><li>We assume the developer use <strong>minikube</strong> as a local kubernetes cluster.</li><li>Make sure you have <strong>installed the submarine helm-chart</strong> in the cluster.</li></ol></li></ul><ol><li><p>Package the Submarine server into a new jar file</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li><li><p>Build the new server docker image in minikube</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># switch to minikube docker daemon to build image directly in minikube</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">minikube docker-env</span><span class="token variable" style="color:rgb(191, 199, 213)">)</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"> |
| </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/submarine/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"> |
| </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">minikube docker-env -u</span><span class="token variable" style="color:rgb(191, 199, 213)">)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li><li><p>Delete the server deployment and the operator will create a new one using the new image</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl delete deployment submarine-server</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li></ol><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="develop-workbench"></a>Develop workbench<a class="hash-link" href="#develop-workbench" title="Direct link to heading">#</a></h2><ol><li><p>Deploy the Submarine</p><p>Follow <a href="/docs/next/gettingStarted/quickstart">Getting Started/Quickstart</a>, and make sure you can connect to <code>http://localhost:32080</code> in the browser.</p></li><li><p>Install the dependencies</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> submarine-workbench/workbench-web</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">npm</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">install</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li><li><p>Run the workbench based on proxy server</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token function" style="color:rgb(130, 170, 255)">npm</span><span class="token plain"> run start</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><ol><li>The request sent to <code>http://localhost:4200</code> will be redirected to <code>http://localhost:32080</code>.</li><li>Open <code>http://localhost:4200</code> in browser to see the real-time change of workbench.</li></ol></li><li><p>Frontend E2E test: <a href="/docs/next/devDocs/IntegrationTestE2E">IntegrationTestE2E.md</a></p></li></ol><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="develop-database"></a>Develop database<a class="hash-link" href="#develop-database" title="Direct link to heading">#</a></h2><ol><li><p>Build the docker image</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># switch to minikube docker daemon to build image directly in minikube</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">minikube docker-env</span><span class="token variable" style="color:rgb(191, 199, 213)">)</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"> |
| </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/database/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"> |
| </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">minikube docker-env -u</span><span class="token variable" style="color:rgb(191, 199, 213)">)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li><li><p>Deploy new pods in the cluster</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">helm upgrade --set submarine.database.dev</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">true submarine ./helm-charts/submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></li></ol><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="develop-operator"></a>Develop operator<a class="hash-link" href="#develop-operator" title="Direct link to heading">#</a></h2><p>For details, please check out the <a href="https://github.com/apache/submarine/blob/master/submarine-cloud-v2/README.md" target="_blank" rel="noopener noreferrer">README</a> and <a href="https://github.com/apache/submarine/blob/master/submarine-cloud-v2/docs/developer-guide.md" target="_blank" rel="noopener noreferrer">Developer Guide</a> on GitHub.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="develop-submarine-website"></a>Develop Submarine Website<a class="hash-link" href="#develop-submarine-website" title="Direct link to heading">#</a></h2><p>Submarine website is built using <a href="https://v2.docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus 2</a>, a modern static website generator.</p><p>We store all the website content in markdown format in the <code>submarine/website/docs</code>. When committing a new patch to the <code>submarine</code> repo, Docusaurus will help us generate the <code>html</code> and <code>javascript</code> files and push them to <a href="https://github.com/apache/submarine-site/tree/asf-site" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine-site/tree/asf-site</a>.</p><p>To update the website, click “Edit this page” on the website.</p><p><img src="https://lh4.googleusercontent.com/gYcKpxbsGAKv2giTRqkxOehPGnuvnhE31WjsAsYhFmACIZF3Wh2ipar7mZ7F_KRwecM-L1J8YJAgNigJsJUjqc-5IXeO2XGxCIcYpP9CdSc3YByuUkjT_Bezby2HHtkBLyE1ZY_F"></p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="add-a-new-page"></a>Add a new page<a class="hash-link" href="#add-a-new-page" title="Direct link to heading">#</a></h3><p>If you want to add a new page to the website, make sure to add the file path to <a href="https://github.com/apache/submarine/blob/master/website/sidebars.js" target="_blank" rel="noopener noreferrer">sidebars.js</a>.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="installation"></a>Installation<a class="hash-link" href="#installation" title="Direct link to heading">#</a></h3><p>We use the yarn package manager to install all dependencies for the website</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-console codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn install</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="build"></a>Build<a class="hash-link" href="#build" title="Direct link to heading">#</a></h3><p>Make sure you can successfully build the website before creating a pull request.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-console codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn build</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="local-development"></a>Local Development<a class="hash-link" href="#local-development" title="Direct link to heading">#</a></h3><p>This command starts a local development server and open up a browser window. Most changes are reflected live without having to restart the server.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-console codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn start</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/devDocs/Development.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><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></div><div class="margin-vert--lg"><nav class="pagination-nav" aria-label="Blog list page navigation"><div class="pagination-nav__item"><a class="pagination-nav__link" href="/docs/next/devDocs/BuildFromCode"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">« How to Build Submarine</div></a></div><div class="pagination-nav__item pagination-nav__item--next"><a class="pagination-nav__link" href="/docs/next/devDocs/IntegrationTestK8s"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">How to Run Integration K8s Test »</div></a></div></nav></div></div></div><div class="col col--3"><div class="tableOfContents_2xL- thin-scrollbar"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#video" class="table-of-contents__link">Video</a></li><li><a href="#develop-server" class="table-of-contents__link">Develop server</a><ul><li><a href="#prerequisites" class="table-of-contents__link">Prerequisites</a></li><li><a href="#setting-up-checkstyle-in-ide" class="table-of-contents__link">Setting up checkstyle in IDE</a></li><li><a href="#testing" class="table-of-contents__link">Testing</a></li><li><a href="#build-from-source" class="table-of-contents__link">Build from source</a></li></ul></li><li><a href="#develop-workbench" class="table-of-contents__link">Develop workbench</a></li><li><a href="#develop-database" class="table-of-contents__link">Develop database</a></li><li><a href="#develop-operator" class="table-of-contents__link">Develop operator</a></li><li><a href="#develop-submarine-website" class="table-of-contents__link">Develop Submarine Website</a><ul><li><a href="#add-a-new-page" class="table-of-contents__link">Add a new page</a></li><li><a href="#installation" class="table-of-contents__link">Installation</a></li><li><a href="#build" class="table-of-contents__link">Build</a></li><li><a href="#local-development" class="table-of-contents__link">Local Development</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container"><div class="row footer__links"><div class="col footer__col"><h4 class="footer__title">Docs</h4><ul class="footer__items"><li class="footer__item"><a class="footer__link-item" href="/docs/gettingStarted/quickstart">Getting Started</a></li><li class="footer__item"><a class="footer__link-item" href="/docs/api/environment">API docs</a></li></ul></div><div class="col footer__col"><h4 class="footer__title">Community</h4><ul class="footer__items"><li class="footer__item"><a href="https://stackoverflow.com/questions/tagged/apache-submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Stack Overflow</a></li><li class="footer__item"><a href="https://s.apache.org/slack-invite" target="_blank" rel="noopener noreferrer" class="footer__link-item">Slack</a></li></ul></div><div class="col footer__col"><h4 class="footer__title">More</h4><ul class="footer__items"><li class="footer__item"><a href="https://medium.com/@apache.submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Blog</a></li><li class="footer__item"><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub</a></li></ul></div></div><div class="footer__bottom text--center"><div class="margin-bottom--sm"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footerLogoLink_31Aa"><img class="footer__logo" alt="Apache Open Source Logo" src="https://hadoop.apache.org/asf_logo_wide.png"></a></div><div class="footer__copyright">Apache Submarine, Submarine, Apache, the Apache feather logo, and the Apache Submarine project logo are |
| either registered trademarks or trademarks of the Apache Software Foundation in the United States and other |
| countries.<br> Copyright © 2022 Apache Submarine is Apache2 Licensed software.</div></div></div></footer></div> |
| <script src="/styles.f6b0c2f2.js"></script> |
| <script src="/runtime~main.13a9404d.js"></script> |
| <script src="/main.1c145c17.js"></script> |
| <script src="/1.d23d1451.js"></script> |
| <script src="/2.45bcb8a0.js"></script> |
| <script src="/1f391b9e.785b37ba.js"></script> |
| <script src="/127.875bba76.js"></script> |
| <script src="/935f2afb.e0ddaa28.js"></script> |
| <script src="/17896441.faf04472.js"></script> |
| <script src="/897bc7ae.07fec934.js"></script> |
| </body> |
| </html> |
