|
|
<!DOCTYPE html>
<!--[if IE 6]>
<html id="ie6" dir="ltr" lang="en-US">
<![endif]-->
<!--[if IE 7]>
<html id="ie7" dir="ltr" lang="en-US">
<![endif]-->
<!--[if IE 8]>
<html id="ie8" dir="ltr" lang="en-US">
<![endif]-->
<!--[if !(IE 6) | !(IE 7) | !(IE 8) ]><!-->
<html dir="ltr" lang="en-US">
<!--<![endif]-->
<head>
<link rel="shortcut icon" href="/favicon.ico" />
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width" />
<title>Spark Release 0.5.1 | Apache Spark</title>
<link rel="stylesheet" type="text/css" media="all" href="/css/style.css" />
<link rel="stylesheet" href="/css/pygments-default.css">
<script>
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
})(window,document,'script','//www.google-analytics.com/analytics.js','ga');
ga('create', 'UA-32518208-2', 'apache.org');
ga('send', 'pageview');
</script>
<link rel='canonical' href='/index.html' />
<style type="text/css">
#site-title,
#site-description {
position: absolute !important;
clip: rect(1px 1px 1px 1px); /* IE6, IE7 */
clip: rect(1px, 1px, 1px, 1px);
}
</style>
<style type="text/css" id="custom-background-css">
body.custom-background { background-color: #f1f1f1; }
</style>
</head>
<!--body class="page singular"-->
<body class="singular">
<div id="page" class="hfeed">
<header id="branding" role="banner">
<hgroup>
<h1 id="site-title"><span><a href="/" title="Spark" rel="home">Spark</a></span></h1>
<h2 id="site-description">Lightning-Fast Cluster Computing</h2>
</hgroup>
<a href="/">
<img src="/images/spark-project-header1.png" width="1000" height="220" alt="Spark: Lightning-Fast Cluster Computing" title="Spark: Lightning-Fast Cluster Computing" />
</a>
<nav id="access" role="navigation">
<h3 class="assistive-text">Main menu</h3>
<div class="menu-main-menu-container">
<ul id="menu-main-menu" class="menu">
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/index.html">Home</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/downloads.html">Downloads</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/documentation.html">Documentation</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/examples.html">Examples</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/mailing-lists.html">Mailing Lists</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/research.html">Research</a>
</li>
<li class="menu-item menu-item-type-post_type menu-item-object-page ">
<a href="/faq.html">FAQ</a>
</li>
</ul></div>
</nav><!-- #access -->
</header><!-- #branding -->
<div id="main">
<div id="primary">
<div id="content" role="main">
<article class="page type-page status-publish hentry">
<h2>Spark Release 0.5.1</h2>
<p>Spark 0.5.1 is a maintenance release that adds several important bug fixes and usability features. You can download it as a <a href="http://github.com/downloads/mesos/spark/spark-0.5.1.tgz">tar.gz file</a>.</p>
<h3>Maven Publishing</h3>
<p>Spark is now available in Maven Central, making it easier to link into your programs without having to build it as a JAR. Use the following Maven identifiers to add it to a project:</p>
<ul>
<li>groupId: org.spark-project</li>
<li>artifactId: spark-core_2.9.2</li>
<li>version: 0.5.1</li>
</ul>
<h3>Scala 2.9.2</h3>
<p>Spark now builds against Scala 2.9.2 by default.</p>
<h3>Improved Accumulators</h3>
<p>The new Accumulable class generalizes Accumulators for the case when the type being accumulated is not the same as the types of elements being added (e.g. you wish to accumulate a collection, such as a Set, by adding individual elements). This interface is also more efficient in avoiding the creation of temporary objects. (Contributed by Imran Rashid.)</p>
<h3>Bug Fixes</h3>
<ul>
<li>Spark's algorithm for estimating the sizes of objects (in order to manage memory correctly) has been improved
to handle JVMs with 32- vs 64-bit pointers and to measure objects more accurately. (Contributed by Shivaram Venkataraman.)</li>
<li>Improved algorithms for taking random samples out of datasets to avoid biases that could occur in the previous ones. (Suggested by Henry Milner.)</li>
<li>Improved load balancing across nodes in sort operations.</li>
<li>Fixed a shuffle bug that could cause reduce tasks to fail to receive a map task's full output.</li>
<li>Fixed a bug with locating custom KryoSerializers.</li>
<li>Reduced memory consumption of <tt>saveAsObjectFile</tt> when objects are large.</li>
</ul>
<h3>EC2 Improvements</h3>
<p>Spark’s EC2 launch script now configures Spark’s memory limit automatically based on the machine’s available RAM.</p>
</article><!-- #post -->
</div><!-- #content -->
<footer id="colophon" role="contentinfo">
<div id="site-generator">
<p style="padding-top: 0; padding-bottom: 15px;">
Apache Spark is an effort undergoing incubation at The Apache Software Foundation.
<a href="http://incubator.apache.org/" style="border: none;">
<img style="vertical-align: middle; border: none;" src="/images/incubator-logo.png" alt="Apache Incubator" title="Apache Incubator" />
</a>
</p>
</div>
</footer><!-- #colophon -->
</div><!-- #primary -->
</div><!-- #main -->
</div><!-- #page -->
</body>
</html>
|