| <div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><a class="navbar__brand" href="/"><div class="navbar__logo"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_W2Cr themedImage--light_TfLj"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_W2Cr themedImage--dark_oUvU"></div><b class="navbar__title">Apache Submarine</b></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__link" aria-haspopup="true" aria-expanded="false" role="button" 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/userDocs/submarine-sdk/submarine-client">master 🏃</a></li><li><a class="dropdown__link" href="/docs/gettingStarted/quickstart">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<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a href="#" aria-haspopup="true" aria-expanded="false" role="button" class="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<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/events/current-event" target="_blank" rel="noopener noreferrer" class="dropdown__link">Events<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/licenses/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Apache License<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Thanks<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/security/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Security<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Sponsorship<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="toggle_S7eR colorModeToggle_vKtC"><button class="clean-btn toggleButton_rCf9 toggleButtonDisabled_Pu9x" type="button" disabled="" title="Switch between dark and light mode (currently light mode)" aria-label="Switch between dark and light mode (currently light mode)"><svg viewBox="0 0 24 24" width="24" height="24" class="lightToggleIcon_v35p"><path fill="currentColor" d="M12,9c1.65,0,3,1.35,3,3s-1.35,3-3,3s-3-1.35-3-3S10.35,9,12,9 M12,7c-2.76,0-5,2.24-5,5s2.24,5,5,5s5-2.24,5-5 S14.76,7,12,7L12,7z M2,13l2,0c0.55,0,1-0.45,1-1s-0.45-1-1-1l-2,0c-0.55,0-1,0.45-1,1S1.45,13,2,13z M20,13l2,0c0.55,0,1-0.45,1-1 s-0.45-1-1-1l-2,0c-0.55,0-1,0.45-1,1S19.45,13,20,13z M11,2v2c0,0.55,0.45,1,1,1s1-0.45,1-1V2c0-0.55-0.45-1-1-1S11,1.45,11,2z M11,20v2c0,0.55,0.45,1,1,1s1-0.45,1-1v-2c0-0.55-0.45-1-1-1C11.45,19,11,19.45,11,20z M5.99,4.58c-0.39-0.39-1.03-0.39-1.41,0 c-0.39,0.39-0.39,1.03,0,1.41l1.06,1.06c0.39,0.39,1.03,0.39,1.41,0s0.39-1.03,0-1.41L5.99,4.58z M18.36,16.95 c-0.39-0.39-1.03-0.39-1.41,0c-0.39,0.39-0.39,1.03,0,1.41l1.06,1.06c0.39,0.39,1.03,0.39,1.41,0c0.39-0.39,0.39-1.03,0-1.41 L18.36,16.95z M19.42,5.99c0.39-0.39,0.39-1.03,0-1.41c-0.39-0.39-1.03-0.39-1.41,0l-1.06,1.06c-0.39,0.39-0.39,1.03,0,1.41 s1.03,0.39,1.41,0L19.42,5.99z M7.05,18.36c0.39-0.39,0.39-1.03,0-1.41c-0.39-0.39-1.03-0.39-1.41,0l-1.06,1.06 c-0.39,0.39-0.39,1.03,0,1.41s1.03,0.39,1.41,0L7.05,18.36z"></path></svg><svg viewBox="0 0 24 24" width="24" height="24" class="darkToggleIcon_nQuB"><path fill="currentColor" d="M9.37,5.51C9.19,6.15,9.1,6.82,9.1,7.5c0,4.08,3.32,7.4,7.4,7.4c0.68,0,1.35-0.09,1.99-0.27C17.45,17.19,14.93,19,12,19 c-3.86,0-7-3.14-7-7C5,9.07,6.81,6.55,9.37,5.51z M12,3c-4.97,0-9,4.03-9,9s4.03,9,9,9s9-4.03,9-9c0-0.46-0.04-0.92-0.1-1.36 c-0.98,1.37-2.58,2.26-4.4,2.26c-2.98,0-5.4-2.42-5.4-5.4c0-1.81,0.89-3.42,2.26-4.4C12.92,3.04,12.46,3,12,3L12,3z"></path></svg></button></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></nav><div class="main-wrapper"><div class="docPage_P2Lg"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_RiI4" type="button"></button><aside class="theme-doc-sidebar-container docSidebarContainer_rKC_"><div class="sidebar_RiAD"><nav class="menu thin-scrollbar menu_izAj"><ul class="theme-doc-sidebar-menu menu__list"><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/docs/next/gettingStarted/quickstart">Getting Started</a></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret menu__link--active" aria-expanded="true" href="/docs/next/userDocs/submarine-sdk/experiment-client">User Docs</a></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret menu__link--active" aria-expanded="true" tabindex="0" href="/docs/next/userDocs/submarine-sdk/experiment-client">Submarine SDK</a></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/userDocs/submarine-sdk/experiment-client">Experiment Client</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/userDocs/submarine-sdk/submarine-cli">Submarine CLI</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/userDocs/submarine-sdk/tracking">Tracking</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/docs/next/userDocs/submarine-sdk/submarine-client">Submarine Client</a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" tabindex="0" href="/docs/next/userDocs/others/mlflow">Others</a></div></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/docs/next/devDocs/">Developer Docs</a></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/docs/next/community/">Community</a></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/docs/next/designDocs/architecture-and-requirements">Design Docs</a></div></li></ul></nav></div></aside><main class="docMainContainer_TCnq"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_DM6M"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache Submarine<!-- --> <b>master 🏃</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/gettingStarted/quickstart">latest version</a></b> (<!-- -->0.6.0<!-- -->).</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="/">🏠</a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><span class="breadcrumbs__link" itemprop="item name">User Docs</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><span class="breadcrumbs__link" itemprop="item name">Submarine SDK</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="item name">Submarine Client</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: master 🏃</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>Submarine Client</h1></header><h2 class="anchor anchorWithStickyNavbar_mojV" id="class-submarineclient">class SubmarineClient()<a class="hash-link" href="#class-submarineclient" title="Direct link to heading"></a></h2><p>Client of submarine to log metric/param, save model and create/delete serve.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="log_metricjob_id-str-key-str-value-float-worker_index-str-timestamp-datetime--none-step-int--none---none"><code>log_metric(job_id: str, key: str, value: float, worker_index: str, timestamp: datetime = None, step: int = None) -> None</code><a class="hash-link" href="#log_metricjob_id-str-key-str-value-float-worker_index-str-timestamp-datetime--none-step-int--none---none" title="Direct link to heading"></a></h3><p>Log a single key-value metric with job id and worker index. The value must always be a number.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>job_id</strong>: The job name to which the metric should be logged.</li><li><strong>key</strong> - Metric name.</li><li><strong>value</strong> - Metric value.</li><li><strong>worker_index</strong> - Metric worker_index.</li><li><strong>timestamp</strong> - Time when this metric was calculated. Defaults to the current system time.</li><li><strong>step</strong> - A single integer step at which to log the specified Metrics, by default it's 0.</li></ul></blockquote><h3 class="anchor anchorWithStickyNavbar_mojV" id="log_paramjob_id-str-key-str-value-str-worker_index-str---none"><code>log_param(job_id: str, key: str, value: str, worker_index: str) -> None</code><a class="hash-link" href="#log_paramjob_id-str-key-str-value-str-worker_index-str---none" title="Direct link to heading"></a></h3><p>Log a single key-value parameter with job id and worker index. The key and value are both strings.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>job_id</strong> - The job name to which the parameter should be logged.</li><li><strong>key</strong> - Parameter name.</li><li><strong>value</strong> - Parameter value.</li><li><strong>worker_index</strong> - Parameter worker_index.</li></ul></blockquote><h3 class="anchor anchorWithStickyNavbar_mojV" id="save_modelmodel-model_type-str-registered_model_name-str--none-input_dim-list--none-output_dim-list--none---none"><code>save_model(model, model_type: str, registered_model_name: str = None, input_dim: list = None, output_dim: list = None) -> None</code><a class="hash-link" href="#save_modelmodel-model_type-str-registered_model_name-str--none-input_dim-list--none-output_dim-list--none---none" title="Direct link to heading"></a></h3><p>Save a model into the minio pod.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>model</strong> - Model artifact.</li><li><strong>model_type</strong> - The type of model. Only support <code>pytorch</code> and <code>tensorflow</code>.</li><li><strong>registered_model_name</strong> - If it is not <code>None</code>, the model will be registered into the model registry with this name.</li><li><strong>input_dim</strong> - The input dimension of the model.</li><li><strong>output_dim</strong> - The output dimension of the model.</li></ul></blockquote><h3 class="anchor anchorWithStickyNavbar_mojV" id="create_serveself-model_name-str-model_version-int-async_req-bool--true"><code>create_serve(self, model_name: str, model_version: int, async_req: bool = True)</code><a class="hash-link" href="#create_serveself-model_name-str-model_version-int-async_req-bool--true" title="Direct link to heading"></a></h3><p>Create serve of a model through Seldon Core.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>model_name</strong> - Name of a registered model</li><li><strong>model_version</strong>: Version of a registered model</li><li><strong>async_req</strong> - Execute request asynchronously</li></ul></blockquote><h3 class="anchor anchorWithStickyNavbar_mojV" id="delete_serveself-model_name-str-model_version-int-async_req-bool--true"><code>delete_serve(self, model_name: str, model_version: int, async_req: bool = True)</code><a class="hash-link" href="#delete_serveself-model_name-str-model_version-int-async_req-bool--true" title="Direct link to heading"></a></h3><p>Delete a serving model.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>model_name</strong> - Name of a registered model</li><li><strong>model_version</strong>: Version of a registered model</li><li><strong>async_req</strong> - Execute request asynchronously</li></ul></blockquote></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/submarine-sdk/submarine-client.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_dcUD" aria-hidden="true"><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 class="col lastUpdated_foO9"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><div class="pagination-nav__item"><a class="pagination-nav__link" href="/docs/next/userDocs/submarine-sdk/tracking"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Tracking</div></a></div><div class="pagination-nav__item pagination-nav__item--next"><a class="pagination-nav__link" href="/docs/next/userDocs/others/mlflow"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">MLflow UI</div></a></div></nav></div></div><div class="col col--3"><div class="tableOfContents_cNA8 thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#class-submarineclient" class="table-of-contents__link toc-highlight">class SubmarineClient()</a><ul><li><a href="#log_metricjob_id-str-key-str-value-float-worker_index-str-timestamp-datetime--none-step-int--none---none" class="table-of-contents__link toc-highlight"><code>log_metric(job_id: str, key: str, value: float, worker_index: str, timestamp: datetime = None, step: int = None) -> None</code></a></li><li><a href="#log_paramjob_id-str-key-str-value-str-worker_index-str---none" class="table-of-contents__link toc-highlight"><code>log_param(job_id: str, key: str, value: str, worker_index: str) -> None</code></a></li><li><a href="#save_modelmodel-model_type-str-registered_model_name-str--none-input_dim-list--none-output_dim-list--none---none" class="table-of-contents__link toc-highlight"><code>save_model(model, model_type: str, registered_model_name: str = None, input_dim: list = None, output_dim: list = None) -> None</code></a></li><li><a href="#create_serveself-model_name-str-model_version-int-async_req-bool--true" class="table-of-contents__link toc-highlight"><code>create_serve(self, model_name: str, model_version: int, async_req: bool = True)</code></a></li><li><a href="#delete_serveself-model_name-str-model_version-int-async_req-bool--true" class="table-of-contents__link toc-highlight"><code>delete_serve(self, model_name: str, model_version: int, async_req: bool = True)</code></a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Docs</div><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"><div class="footer__title">Community</div><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<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://s.apache.org/slack-invite" target="_blank" rel="noopener noreferrer" class="footer__link-item">Slack<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><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<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></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_gHmE"><img src="https://hadoop.apache.org/asf_logo_wide.png" alt="Apache Open Source Logo" class="themedImage_W2Cr themedImage--light_TfLj footer__logo"><img src="https://hadoop.apache.org/asf_logo_wide.png" alt="Apache Open Source Logo" class="themedImage_W2Cr themedImage--dark_oUvU footer__logo"></a></div><div class="footer__copyright">Apache Submarine, Submarine, Apache, the Apache feather logo, and the Apache Submarine project logo are |
