| <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">Serve REST API | 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="Serve REST API | 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/api/serve"><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/api/serve"><link rel="stylesheet" href="/styles.39775f96.css"> |
| <link rel="preload" href="/styles.6ddab7ad.js" as="script"> |
| <link rel="preload" href="/runtime~main.943b9f3a.js" as="script"> |
| <link rel="preload" href="/main.92db4fb0.js" as="script"> |
| <link rel="preload" href="/1.dab80c77.js" as="script"> |
| <link rel="preload" href="/2.6a1a8326.js" as="script"> |
| <link rel="preload" href="/1f391b9e.f22e8160.js" as="script"> |
| <link rel="preload" href="/128.10c43f42.js" as="script"> |
| <link rel="preload" href="/935f2afb.9989d552.js" as="script"> |
| <link rel="preload" href="/17896441.be8f95bf.js" as="script"> |
| <link rel="preload" href="/3af95f13.48d646a7.js" as="script"> |
| <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" href="/docs/next/gettingStarted/quickstart">Docs</a><a class="navbar__item navbar__link navbar__link--active" 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/">master 🏃</a><ul class="dropdown__menu"><li><a aria-current="page" class="dropdown__link dropdown__link--active" href="/docs/next/api/serve">master 🏃</a></li><li><a class="dropdown__link" href="/docs/">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" href="/docs/next/gettingStarted/quickstart">Docs</a></li><li class="menu__list-item"><a class="menu__link navbar__link--active" 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/api/serve">master 🏃</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/">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"><a class="menu__link" href="/docs/next/api/environment">Environment REST API</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/next/api/experiment">Experiment REST API</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/next/api/experiment-template">Experiment Template REST API</a></li><li class="menu__list-item"><a class="menu__link" href="/docs/next/api/notebook">Notebook REST API</a></li><li class="menu__list-item"><a aria-current="page" class="menu__link menu__link--active active" href="/docs/next/api/serve">Serve REST API</a></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/">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">Serve REST API</h1></header><div class="markdown"><blockquote><p>Note: The Serv API is in the alpha stage which is subjected to incompatible changes in future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-a-model-serve"></a>Create a model serve<a class="hash-link" href="#create-a-model-serve" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/serve</code></p><p><strong>Example Request</strong></p><blockquote><p>Make sure there is a model named <code>simple</code> with version <code>1</code> in the database.</p></blockquote><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh 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">curl -X POST -H "Content-Type: application/json" -d '</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> "modelName": "simple", </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> "modelVersion":1, </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">' http://127.0.0.1:32080/api/v1/serve</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>Example Response:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">"OK"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"code"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"success"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"message"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">"Create a serve instance"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"result"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token property">"url"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"attributes"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-the-tensorflow-model-serve"></a>Delete the TensorFlow model serve<a class="hash-link" href="#delete-the-tensorflow-model-serve" title="Direct link to heading">#</a></h2><p><code>DELETE /api/v1/serve</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh 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">curl -X DELETE -H "Content-Type: application/json" -d '</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">{</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> "modelName": "simple", </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> "modelVersion":1,</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">' http://127.0.0.1:32080/api/v1/serve</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><strong>Example Response:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">"OK"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"code"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token number" style="color:rgb(247, 140, 108)">200</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"success"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"message"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token string" style="color:rgb(195, 232, 141)">"Delete the model serve instance"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"result"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token null keyword" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"attributes"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</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/api/serve.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/api/notebook"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">« Notebook REST API</div></a></div><div class="pagination-nav__item pagination-nav__item--next"></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="#create-a-model-serve" class="table-of-contents__link">Create a model serve</a></li><li><a href="#delete-the-tensorflow-model-serve" class="table-of-contents__link">Delete the TensorFlow model serve</a></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.6ddab7ad.js"></script> |
| <script src="/runtime~main.943b9f3a.js"></script> |
| <script src="/main.92db4fb0.js"></script> |
| <script src="/1.dab80c77.js"></script> |
| <script src="/2.6a1a8326.js"></script> |
| <script src="/1f391b9e.f22e8160.js"></script> |
| <script src="/128.10c43f42.js"></script> |
| <script src="/935f2afb.9989d552.js"></script> |
| <script src="/17896441.be8f95bf.js"></script> |
| <script src="/3af95f13.48d646a7.js"></script> |