| <!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> |
| Spark Release 1.3.1 | 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> |
| </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>Spark Release 1.3.1</h2> |
| |
| |
| <p>Spark 1.3.1 is a maintenance release containing stability fixes. This release is based on the <a href="https://github.com/apache/spark/tree/branch-1.3">branch-1.3</a> maintenance branch of Spark. We recommend all 1.3.0 users to upgrade to this stable release. Contributions to this release came from 60 developers.</p> |
| |
| <p>To download Spark 1.3.1 visit the <a href="/downloads.html">downloads</a> page.</p> |
| |
| <h3 id="fixes">Fixes</h3> |
| <p>Spark 1.3.1 contains several bug fixes in Spark SQL and assorted fixes in other components. Some of the more important fixes are highlighted below. You can visit the <a href="https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20fixVersion%20%3D%201.3.1%20ORDER%20BY%20priority%2C%20component">Spark issue tracker</a> for the full list of fixes.</p> |
| |
| <h4 id="spark-sql">Spark SQL</h4> |
| <ul> |
| <li>Unable to use reserved words in DDL (<a href="http://issues.apache.org/jira/browse/SPARK-6250">SPARK-6250</a>)</li> |
| <li>Parquet no longer caches metadata (<a href="http://issues.apache.org/jira/browse/SPARK-6575">SPARK-6575</a>)</li> |
| <li>Bug when joining two Parquet tables (<a href="http://issues.apache.org/jira/browse/SPARK-6851">SPARK-6851</a>)</li> |
| <li>Unable to read parquet data generated by Spark 1.1.1 (<a href="http://issues.apache.org/jira/browse/SPARK-6315">SPARK-6315</a>)</li> |
| <li>Parquet data source may use wrong Hadoop FileSystem (<a href="http://issues.apache.org/jira/browse/SPARK-6330">SPARK-6330</a>)</li> |
| </ul> |
| |
| <h4 id="spark-streaming">Spark Streaming</h4> |
| <ul> |
| <li>Potential for data loss during WAL recovery (<a href="http://issues.apache.org/jira/browse/SPARK-6222">SPARK-6222</a>)</li> |
| </ul> |
| |
| <h4 id="pyspark">PySpark</h4> |
| <ul> |
| <li>Potential program hang when calling collect (<a href="http://issues.apache.org/jira/browse/SPARK-6667">SPARK-6667</a>)</li> |
| </ul> |
| |
| <h4 id="spark-core">Spark Core</h4> |
| <ul> |
| <li>Thread safety issue in Netty shuffle (<a href="http://issues.apache.org/jira/browse/SPARK-6578">SPARK-6578</a>)</li> |
| <li>Memory leak in output committer map (<a href="http://issues.apache.org/jira/browse/SPARK-6737">SPARK-6737</a>)</li> |
| <li>Unable to perform fetch file when local directories run NFS (<a href="http://issues.apache.org/jira/browse/SPARK-6313">SPARK-6313</a>)</li> |
| <li>NPE when cancelling and using mix of job groups (<a href="http://issues.apache.org/jira/browse/SPARK-6414">SPARK-6414</a>)</li> |
| </ul> |
| |
| <h3 id="contributors">Contributors</h3> |
| <p>The following developers contributed to this release:</p> |
| |
| <ul> |
| <li>Adam Budde – Bug fixes in SQL</li> |
| <li>Andrew Or – Bug fixes in Core</li> |
| <li>Andrey Zagrebin – Improvement in SQL</li> |
| <li>Bill Chambers – Documentation in Core</li> |
| <li>Cheng Lian – Bug fixes and improvement in SQL</li> |
| <li>Chet Mancini – Improvements in Core and SQL</li> |
| <li>Christophe Preaud – Documentation in Core and YARN</li> |
| <li>Daoyuan Wang – New features in SQL</li> |
| <li>Davies Liu – Improvements in PySpark and SQL; bug fixes in tests, PySpark, and SQL; improvement in SQL</li> |
| <li>Dean Chen – Bug fixes in Core</li> |
| <li>Doing Done – Bug fixes in Core and SQL</li> |
| <li>Hung Lin – Bug fixes in scheduler</li> |
| <li>Ilya Ganelin – Improvements in Core</li> |
| <li>Imran Rashid – Bug fixes in Core</li> |
| <li>Iulian Dragos – Bug fixes in Core</li> |
| <li>Jayson Sunshine – Documentation in Core</li> |
| <li>Jeremy Freeman – Bug fixes in Streaming and MLlib</li> |
| <li>Jongyoul Lee – Improvements in Mesos; bug fixes in Core</li> |
| <li>Joseph K. Bradley – Documentation in PySpark, Streaming, SQL, MLlib, and Core</li> |
| <li>Josh Rosen – Improvements in Core; bug fixes in Java API, Core, scheduler, and Streaming</li> |
| <li>Kai Sasaki – Documentation in Core and MLlib; bug fixes in MLlib and PySpark</li> |
| <li>Kalle Jepsen – Improvements in PySpark</li> |
| <li>Kamil Smuga – Bug fixes in Core and PySpark</li> |
| <li>Kay Ousterhout – Bug fixes in Core, tests, and Web UI</li> |
| <li>Kevin (Sangwoo) Kim – Bug fixes in Core</li> |
| <li>Kousuke Saruta – Improvements in Streaming and tests</li> |
| <li>Lev Khomich – Improvements in Core</li> |
| <li>Liang-Chi Hsieh – Bug fixes in SQL</li> |
| <li>Liangliang Gu – Bug fixes in spark submit</li> |
| <li>Lomig Megard – Documentation in Core</li> |
| <li>Marcelo Vanzin – Bug fixes in Core and YARN</li> |
| <li>Matt Aasted – Bug fixes in EC2</li> |
| <li>Michael Armbrust – Improvements in SQL; documentation in Core; bug fixes in SQL; improvement in Core and SQL</li> |
| <li>Michael Griffiths – Bug fixes in Windows and Core</li> |
| <li>Milan Straka – Bug fixes in PySpark</li> |
| <li>Nan Zhu – Bug fixes in Core and SQL</li> |
| <li>Nathan McCarthy – Bug fixes in Core</li> |
| <li>Pei-Lun Lee – Bug fixes in SQL</li> |
| <li>Peter Parente – Improvements in Core</li> |
| <li>Peter Rudenko – Documentation in Core</li> |
| <li>Reynold Xin – Improvements in Core; documentation in Core; bug fixes in Core; improvement in SQL</li> |
| <li>Sean Owen – Bug fixes in Core, tests, and SQL</li> |
| <li>Shixiong Zhu – Bug fixes in Core</li> |
| <li>Tathagata Das – Improvements in Core and Streaming; bug fixes in Streaming</li> |
| <li>Thomas Graves – Bug fixes in Core</li> |
| <li>Tijo Thomas – Bug fixes in Core and SQL</li> |
| <li>Venkata Ramana Gollamudi – Bug fixes in SQL</li> |
| <li>Vinod KC – Bug fixes in Core and SQL</li> |
| <li>Volodymyr Lyubinets – Improvements and bug fixes in SQL</li> |
| <li>Xiangrui Meng – New features in MLlib and PySpark; bug fixes in PySpark, MLlib, and SQL; documentation in Core and MLlib</li> |
| <li>Yadong Qi – Improvements in SQL</li> |
| <li>Yanbo Liang – Bug fixes in MLlib and SQL</li> |
| <li>Yash Datta – Improvements in SQL</li> |
| <li>Yin Huai – Improvements and bug fixes in SQL</li> |
| <li>Yp Cat – Bug fixes in SQL</li> |
| <li>Yu ISHIKAWA – Improvements in MLlib</li> |
| <li>Yuri Saito – Bug fixes in SQL</li> |
| <li>Zhang, Liye – Bug fixes in Core and Web UI</li> |
| <li>Zhichao Li – Bug fixes in Streaming and Web UI</li> |
| <li>Zhichao Zhang – Documentation in Core</li> |
| </ul> |
| |
| <p><em>Thanks to everyone who contributed!</em></p> |
| |
| |
| |
| <p> |
| <br/> |
| <a href="/news/">Spark News Archive</a> |
| </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-3-4-3-released.html">Spark 3.4.3 released</a> |
| <span class="small">(Apr 18, 2024)</span></li> |
| |
| <li><a href="/news/spark-3-5-1-released.html">Spark 3.5.1 released</a> |
| <span class="small">(Feb 23, 2024)</span></li> |
| |
| <li><a href="/news/spark-3-3-4-released.html">Spark 3.3.4 released</a> |
| <span class="small">(Dec 16, 2023)</span></li> |
| |
| <li><a href="/news/spark-3-4-2-released.html">Spark 3.4.2 released</a> |
| <span class="small">(Nov 30, 2023)</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> |
