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Spark Release 0.9.2 | Apache Spark
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<li><a href="/news/spark-2-0-0-released.html">Spark 2.0.0 released</a>
<span class="small">(Jul 27, 2016)</span></li>
<li><a href="/news/spark-1-6-2-released.html">Spark 1.6.2 released</a>
<span class="small">(Jun 25, 2016)</span></li>
<li><a href="/news/submit-talks-to-spark-summit-eu-2016.html">Call for Presentations for Spark Summit EU is Open</a>
<span class="small">(Jun 16, 2016)</span></li>
<li><a href="/news/spark-2.0.0-preview.html">Preview release of Spark 2.0</a>
<span class="small">(May 26, 2016)</span></li>
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<h2>Spark Release 0.9.2</h2>
<p>Spark 0.9.2 is a maintenance release with bug fixes. This release is based on the <a href="https://github.com/apache/spark/tree/branch-0.9">branch-0.9</a> maintenance branch of Spark. We recommend all 0.9.x users to upgrade to this stable release. Contributions to this release came from 28 developers.</p>
<p>You can download Spark 0.9.2 as either a
<a href="http://d3kbcqa49mib13.cloudfront.net/spark-0.9.2.tgz" onclick="trackOutboundLink(this, 'Release Download Links', 'cloudfront_spark-0.9.2.tgz'); return false;">source package</a>
(6 MB tgz) or a prebuilt package for
<a href="http://d3kbcqa49mib13.cloudfront.net/spark-0.9.2-bin-hadoop1.tgz" onclick="trackOutboundLink(this, 'Release Download Links', 'cloudfront_spark-0.9.2-bin-hadoop1.tgz'); return false;">Hadoop 1 / CDH3</a> (156 MB tgz),
<a href="http://d3kbcqa49mib13.cloudfront.net/spark-0.9.2-bin-cdh4.tgz" onclick="trackOutboundLink(this, 'Release Download Links', 'cloudfront_spark-0.9.2-bin-cdh4.tgz'); return false;">CDH4</a> (161 MB tgz), or
<a href="http://d3kbcqa49mib13.cloudfront.net/spark-0.9.2-bin-hadoop2.tgz" onclick="trackOutboundLink(this, 'Release Download Links', 'cloudfront_spark-0.9.2-bin-hadoop2.tgz'); return false;">Hadoop 2 / CDH5 / HDP2</a>
(168 MB tgz). Release signatures and checksums are available at the official <a href="http://www.apache.org/dist/spark/spark-0.9.2/">Apache download site</a>.</p>
<h3 id="fixes">Fixes</h3>
<p>Spark 0.9.2 contains bug fixes in several components. Some of the more important fixes are highlighted below. You can visit the <a href="http://s.apache.org/d0t">Spark issue tracker</a> for the full list of fixes.</p>
<h4 id="spark-core">Spark Core</h4>
<ul>
<li>ExternalAppendOnlyMap doesn’t always find matching keys. (<a href="https://issues.apache.org/jira/browse/SPARK-2043">SPARK-2043</a>)</li>
<li>Jobs hang due to akka frame size settings. (<a href="https://issues.apache.org/jira/browse/SPARK-1112">SPARK-1112</a>, <a href="https://issues.apache.org/jira/browse/SPARK-2156">SPARK-2156</a>)</li>
<li>HDFS FileSystems continually pile up in the FS cache. (<a href="https://issues.apache.org/jira/browse/SPARK-1676">SPARK-1676</a>)</li>
<li>Unneeded lock in ShuffleMapTask.deserializeInfo. (<a href="https://issues.apache.org/jira/browse/SPARK-1775">SPARK-1775</a>)</li>
<li>Secondary jars are not added to executor classpath for YARN. (<a href="https://issues.apache.org/jira/browse/SPARK-1870">SPARK-1870</a>)</li>
</ul>
<h4 id="pyspark">PySpark</h4>
<ul>
<li>IPython won’t run standalone Python script. (<a href="https://issues.apache.org/jira/browse/SPARK-1134">SPARK-1134</a>)</li>
<li>The hash method used by partitionBy doesn’t deal with None correctly. (<a href="https://issues.apache.org/jira/browse/SPARK-1468">SPARK-1468</a>)</li>
<li>PySpark crashes if too many tasks complete quickly. (<a href="https://issues.apache.org/jira/browse/SPARK-2282">SPARK-2282</a>)</li>
</ul>
<h4 id="mllib">MLlib</h4>
<ul>
<li>Make MLlib work on Python 2.6. (<a href="https://issues.apache.org/jira/browse/SPARK-1421">SPARK-1421</a>)</li>
<li>Fix PySpark’s Naive Bayes implementation. (<a href="https://issues.apache.org/jira/browse/SPARK-2433">SPARK-2433</a>)</li>
</ul>
<h4 id="streaming">Streaming</h4>
<ul>
<li>SparkFlumeEvent with body bigger than 1020 bytes are not read properly. (<a href="https://issues.apache.org/jira/browse/SPARK-1916">SPARK-1916</a>)</li>
</ul>
<h4 id="graphx">GraphX</h4>
<ul>
<li>GraphX triplets not working properly. (<a href="https://issues.apache.org/jira/browse/SPARK-1188">SPARK-1188</a>)</li>
</ul>
<h3 id="contributors">Contributors</h3>
<p>The following developers contributed to this release:</p>
<ul>
<li>Aaron Davidson - bug fix and optimization</li>
<li>Anant Daksh Asthana - improvement</li>
<li>Daniel Darabos - bug fix</li>
<li>David Lemieux - bug fix</li>
<li>Davis Shepherd - bug fix</li>
<li>DB Tsai - bug fix</li>
<li>Diana Carroll - bug fix</li>
<li>Erik Selin - bug fix</li>
<li>Gabriele Nizzoli - bug fix</li>
<li>Guoqiang Li - bug fix</li>
<li>John Zhao - improvement</li>
<li>Mark Hamstra - bug fix</li>
<li>Matei Zaharia - bug fix and improvement</li>
<li>Nan Zhu - bug fix</li>
<li>Nick Lanham - bug fix</li>
<li>Ori Kremer - bug fix</li>
<li>Patrick Wendell - bug fixes</li>
<li>Prashant Sharma - new feature</li>
<li>Sam Sun - bug fix</li>
<li>Sandeep Singh - bug fix</li>
<li>Shuo Bai - improvement</li>
<li>Sujeet Varakhedi - improvement</li>
<li>Tathagata Das - bug fixes and documentation fix</li>
<li>Thomas Graves - bug fixes</li>
<li>Uri Laserson - bug fix</li>
<li>Wenchen Fan - bug fix</li>
<li>Xiangrui Meng - bug fixes and release manager</li>
<li>Yin Huai - bug fix</li>
</ul>
<p><em>Thanks to everyone who contributed!</em></p>
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