CINXE.COM
404 Not Found | Apache Spark
<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title> 404 Not Found | Apache Spark </title> <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous"> <link rel="preconnect" href="https://fonts.googleapis.com"> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> <link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,wght@0,400;0,500;0,700;1,400;1,500;1,700&Courier+Prime:wght@400;700&display=swap" rel="stylesheet"> <link href="/css/custom.css" rel="stylesheet"> <!-- Code highlighter CSS --> <link href="/css/pygments-default.css" rel="stylesheet"> <link rel="icon" href="/favicon.ico" type="image/x-icon"> <!-- Matomo --> <script> var _paq = window._paq = window._paq || []; /* tracker methods like "setCustomDimension" should be called before "trackPageView" */ _paq.push(["disableCookies"]); _paq.push(['trackPageView']); _paq.push(['enableLinkTracking']); (function() { var u="https://analytics.apache.org/"; _paq.push(['setTrackerUrl', u+'matomo.php']); _paq.push(['setSiteId', '40']); var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0]; g.async=true; g.src=u+'matomo.js'; s.parentNode.insertBefore(g,s); })(); </script> <!-- End Matomo Code --> </head> <body class="global"> <nav class="navbar navbar-expand-lg navbar-dark p-0 px-4" style="background: #1D6890;"> <a class="navbar-brand" href="/"> <img src="/images/spark-logo-rev.svg" alt="" width="141" height="72"> </a> <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarContent" aria-controls="navbarContent" aria-expanded="false" aria-label="Toggle navigation"> <span class="navbar-toggler-icon"></span> </button> <div class="collapse navbar-collapse col-md-12 col-lg-auto pt-4" id="navbarContent"> <ul class="navbar-nav me-auto"> <li class="nav-item"> <a class="nav-link active" aria-current="page" href="/downloads.html">Download</a> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="libraries" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Libraries </a> <ul class="dropdown-menu" aria-labelledby="libraries"> <li><a class="dropdown-item" href="/sql/">SQL and DataFrames</a></li> <li><a class="dropdown-item" href="/spark-connect/">Spark Connect</a></li> <li><a class="dropdown-item" href="/streaming/">Spark Streaming</a></li> <li><a class="dropdown-item" href="/pandas-on-spark/">pandas on Spark</a></li> <li><a class="dropdown-item" href="/mllib/">MLlib (machine learning)</a></li> <li><a class="dropdown-item" href="/graphx/">GraphX (graph)</a></li> <li> <hr class="dropdown-divider"> </li> <li><a class="dropdown-item" href="/third-party-projects.html">Third-Party Projects</a></li> </ul> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="documentation" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Documentation </a> <ul class="dropdown-menu" aria-labelledby="documentation"> <li><a class="dropdown-item" href="/docs/latest/">Latest Release</a></li> <li><a class="dropdown-item" href="/documentation.html">Older Versions and Other Resources</a></li> <li><a class="dropdown-item" href="/faq.html">Frequently Asked Questions</a></li> </ul> </li> <li class="nav-item"> <a class="nav-link active" aria-current="page" href="/examples.html">Examples</a> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="community" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Community </a> <ul class="dropdown-menu" aria-labelledby="community"> <li><a class="dropdown-item" href="/community.html">Mailing Lists & Resources</a></li> <li><a class="dropdown-item" href="/contributing.html">Contributing to Spark</a></li> <li><a class="dropdown-item" href="/improvement-proposals.html">Improvement Proposals (SPIP)</a> </li> <li><a class="dropdown-item" href="https://issues.apache.org/jira/browse/SPARK">Issue Tracker</a> </li> <li><a class="dropdown-item" href="/powered-by.html">Powered By</a></li> <li><a class="dropdown-item" href="/committers.html">Project Committers</a></li> <li><a class="dropdown-item" href="/history.html">Project History</a></li> </ul> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="developers" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Developers </a> <ul class="dropdown-menu" aria-labelledby="developers"> <li><a class="dropdown-item" href="/developer-tools.html">Useful Developer Tools</a></li> <li><a class="dropdown-item" href="/versioning-policy.html">Versioning Policy</a></li> <li><a class="dropdown-item" href="/release-process.html">Release Process</a></li> <li><a class="dropdown-item" href="/security.html">Security</a></li> </ul> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="github" role="button" data-bs-toggle="dropdown" aria-expanded="false"> GitHub </a> <ul class="dropdown-menu" aria-labelledby="github"> <li><a class="dropdown-item" href="https://github.com/apache/spark">spark</a></li> <li><a class="dropdown-item" href="https://github.com/apache/spark-connect-go">spark-connect-go</a></li> <li><a class="dropdown-item" href="https://github.com/apache/spark-docker">spark-docker</a></li> <li><a class="dropdown-item" href="https://github.com/apache/spark-kubernetes-operator">spark-kubernetes-operator</a></li> <li><a class="dropdown-item" href="https://github.com/apache/spark-website">spark-website</a></li> </ul> </li> </ul> <ul class="navbar-nav ml-auto"> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="apacheFoundation" role="button" data-bs-toggle="dropdown" aria-expanded="false"> Apache Software Foundation </a> <ul class="dropdown-menu" aria-labelledby="apacheFoundation"> <li><a class="dropdown-item" href="https://www.apache.org/">Apache Homepage</a></li> <li><a class="dropdown-item" href="https://www.apache.org/licenses/">License</a></li> <li><a class="dropdown-item" href="https://www.apache.org/foundation/sponsorship.html">Sponsorship</a></li> <li><a class="dropdown-item" href="https://www.apache.org/foundation/thanks.html">Thanks</a></li> <li><a class="dropdown-item" href="https://www.apache.org/security/">Security</a></li> <li><a class="dropdown-item" href="https://www.apache.org/events/current-event">Event</a></li> </ul> </li> </ul> </div> </nav> <div class="container"> <div class="row mt-4"> <div class="col-12 col-md-9"> <h2 id="oops">Oops!</h2> <p>Sorry, but the page you were trying to view does not exist.</p> <p>It looks like this was the result of either:</p> <ul> <li>a mistyped address</li> <li>an out-of-date link</li> </ul> <p>We periodically archive old End-Of-Support docs <a href="https://archive.apache.org/dist/spark/docs/">here</a> which sometimes take you here from Google search, Bing, e.t.c, as search engine indices might not sync timely. You can go to the <a href="https://spark.apache.org/docs/latest/">latest Spark documentation</a> to find the information you need.</p> <p>If there is still a problem for you to get, please head over to the Apache Spark <a href="mailto: dev@spark.apache.org">dev mailing list</a> or <a href="mailto: dev@spark.apache.org">user mailing list</a> for help.</p> </div> <div class="col-12 col-md-3"> <div class="news" style="margin-bottom: 20px;"> <h5>Latest News</h5> <ul class="list-unstyled"> <li><a href="/news/spark-3-4-4-released.html">Spark 3.4.4 released</a> <span class="small">(Oct 27, 2024)</span></li> <li><a href="/news/spark-4.0.0-preview2.html">Preview release of Spark 4.0</a> <span class="small">(Sep 26, 2024)</span></li> <li><a href="/news/spark-3-5-3-released.html">Spark 3.5.3 released</a> <span class="small">(Sep 24, 2024)</span></li> <li><a href="/news/spark-3-5-2-released.html">Spark 3.5.2 released</a> <span class="small">(Aug 10, 2024)</span></li> </ul> <p class="small" style="text-align: right;"><a href="/news/index.html">Archive</a></p> </div> <div style="text-align:center; margin-bottom: 20px;"> <a href="https://www.apache.org/events/current-event.html"> <img src="https://www.apache.org/events/current-event-234x60.png" style="max-width: 100%;"/> </a> </div> <div class="hidden-xs hidden-sm"> <a href="/downloads.html" class="btn btn-cta btn-lg d-grid" style="margin-bottom: 30px;"> Download Spark </a> <p style="font-size: 16px; font-weight: 500; color: #555;"> Built-in Libraries: </p> <ul class="list-none"> <li><a href="/sql/">SQL and DataFrames</a></li> <li><a href="/streaming/">Spark Streaming</a></li> <li><a href="/mllib/">MLlib (machine learning)</a></li> <li><a href="/graphx/">GraphX (graph)</a></li> </ul> <a href="/third-party-projects.html">Third-Party Projects</a> </div> </div> </div> <footer class="small"> <hr> Apache Spark, Spark, Apache, the Apache feather logo, and the Apache Spark project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. See guidance on use of Apache Spark <a href="/trademarks.html">trademarks</a>. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Copyright © 2018 The Apache Software Foundation, Licensed under the <a href="https://www.apache.org/licenses/">Apache License, Version 2.0</a>. </footer> </div> <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/js/bootstrap.bundle.min.js" integrity="sha384-MrcW6ZMFYlzcLA8Nl+NtUVF0sA7MsXsP1UyJoMp4YLEuNSfAP+JcXn/tWtIaxVXM" crossorigin="anonymous"></script> <script src="https://code.jquery.com/jquery.js"></script> <script src="/js/lang-tabs.js"></script> <script src="/js/downloads.js"></script> </body> </html>