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Submarine<!-- --> <b>0.7.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/devDocs/">latest version</a></b> (<!-- -->0.8.0<!-- -->).</div></div><div class="docItemContainer_vinB"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Xlws" aria-label="breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a class="breadcrumbs__link" href="/">π </a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><span class="breadcrumbs__link" itemprop="item name">Developer Docs</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="item name">Project Architecture</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.7.0</span><div class="tocCollapsible_jdIR theme-doc-toc-mobile tocMobile_TmEX"><button type="button" class="clean-btn tocCollapsibleButton_Fzxq">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Project Architecture</h1></header><h2 class="anchor anchorWithStickyNavbar_mojV" id="1-introduction">1. Introduction<a class="hash-link" href="#1-introduction" title="Direct link to heading">β</a></h2><p>This document mainly describes the structure of each module of the Submarine project, the development and test description of each module.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="2-submarine-project-structure">2. Submarine Project Structure<a class="hash-link" href="#2-submarine-project-structure" title="Direct link to heading">β</a></h2><h3 class="anchor anchorWithStickyNavbar_mojV" id="21-submarine-client">2.1. submarine-client<a class="hash-link" href="#21-submarine-client" title="Direct link to heading">β</a></h3><p>Provide the CLI interface for submarine user. (Currently only support YARN service (deprecated))</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="22-submarine-cloud-v2">2.2. submarine-cloud-v2<a class="hash-link" href="#22-submarine-cloud-v2" title="Direct link to heading">β</a></h3><p>The operator for Submarine application. For details, please see the <a href="https://github.com/apache/submarine/blob/master/submarine-cloud-v2/README.md" target="_blank" rel="noopener noreferrer">README on github</a>.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="23-submarine-commons">2.3. submarine-commons<a class="hash-link" href="#23-submarine-commons" title="Direct link to heading">β</a></h3><p>Define utility function used in multiple packages, mainly related to hadoop.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="24-submarine-dist">2.4. submarine-dist<a class="hash-link" href="#24-submarine-dist" title="Direct link to heading">β</a></h3><p>Store the pre-release files.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="25-submarine-sdk">2.5. submarine-sdk<a class="hash-link" href="#25-submarine-sdk" title="Direct link to heading">β</a></h3><p>Provide Python SDK for submarine user.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="26-submarine-server">2.6. submarine-server<a class="hash-link" href="#26-submarine-server" title="Direct link to heading">β</a></h3><p>Include core server, restful api, and k8s submitter.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="27-submarine-test">2.7. submarine-test<a class="hash-link" href="#27-submarine-test" title="Direct link to heading">β</a></h3><p>Provide end-to-end and k8s test for submarine.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="28-submarine-workbench">2.8. submarine-workbench<a class="hash-link" href="#28-submarine-workbench" title="Direct link to heading">β</a></h3><ul><li>workbench-server: is a Jetty-based web server service. Workbench-server provides RESTful interface and Websocket interface. The RESTful interface provides workbench-web with management capabilities for databases such as project, department, user, and role.</li><li>workbench-web: is a web front-end service based on Angular.js framework. With workbench-web users can manage Submarine project, department, user, role through browser. You can also use the notebook to develop machine learning algorithms, model release and other lifecycle management.</li></ul><h3 class="anchor anchorWithStickyNavbar_mojV" id="29-dev-support">2.9 dev-support<a class="hash-link" href="#29-dev-support" title="Direct link to heading">β</a></h3><ul><li><strong>mini-submarine</strong>: by using the docker image provided by Submarine, you can |
