| <!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" /> |
| <!-- The above 3 meta tags *must* come first in the head; any other head content must come *after* these tags --> |
| <meta name="description" content="A new open source Apache Hadoop ecosystem project, Apache Kudu (incubating) completes Hadoop's storage layer to enable fast analytics on fast data" /> |
| <meta name="author" content="Cloudera" /> |
| <title>Apache Kudu (incubating) - Apache Kudu (incubating) Weekly Update April 25, 2016</title> |
| <!-- Bootstrap core CSS --> |
| <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css" |
| integrity="sha384-1q8mTJOASx8j1Au+a5WDVnPi2lkFfwwEAa8hDDdjZlpLegxhjVME1fgjWPGmkzs7" |
| crossorigin="anonymous"> |
| |
| <!-- Custom styles for this template --> |
| <link href="/css/justified-nav.css" rel="stylesheet" /> |
| |
| <link href="/css/kudu.css" rel="stylesheet"/> |
| <link href="/css/asciidoc.css" rel="stylesheet"/> |
| <link rel="shortcut icon" href="/img/logo-favicon.ico" /> |
| <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.1/css/font-awesome.min.css" /> |
| |
| |
| <link rel="alternate" type="application/atom+xml" |
| title="RSS Feed for Apache Kudu blog" |
| href="/feed.xml" /> |
| |
| |
| <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries --> |
| <!--[if lt IE 9]> |
| <script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script> |
| <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> |
| <![endif]--> |
| </head> |
| <body> |
| <!-- Fork me on GitHub --> |
| <a class="fork-me-on-github" href="https://github.com/apache/incubator-kudu"><img src="//aral.github.io/fork-me-on-github-retina-ribbons/right-cerulean@2x.png" alt="Fork me on GitHub" /></a> |
| |
| <div class="kudu-site container-fluid"> |
| <!-- Static navbar --> |
| <nav class="container-fluid navbar-default"> |
| <div class="navbar-header"> |
| <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar"> |
| <span class="sr-only">Toggle navigation</span> |
| <span class="icon-bar"></span> |
| <span class="icon-bar"></span> |
| <span class="icon-bar"></span> |
| </button> |
| |
| <a class="logo" href="/"><img src="/img/logo_small.png" width="80" /></a> |
| |
| </div> |
| <div id="navbar" class="navbar-collapse collapse navbar-right"> |
| <ul class="nav navbar-nav"> |
| <li > |
| <a href="/">Home</a> |
| </li> |
| <li > |
| <a href="/overview.html">Overview</a> |
| </li> |
| <li > |
| <a href="/docs/">Documentation</a> |
| </li> |
| <li > |
| <a href="/releases/">Download</a> |
| </li> |
| <li class="active"> |
| <a href="/blog/">Blog</a> |
| </li> |
| <li > |
| <a href="/community.html">Community</a> |
| </li> |
| <li > |
| <a href="/faq.html">FAQ</a> |
| </li> |
| </ul> |
| </div><!--/.nav-collapse --> |
| </nav> |
| |
| <div class="row header"> |
| <div class="col-lg-12"> |
| <h2><a href="/blog">Apache Kudu (incubating) Blog</a></h2> |
| </div> |
| </div> |
| |
| <div class="row-fluid"> |
| <div class="col-lg-9"> |
| <article> |
| <header> |
| <h1 class="entry-title">Apache Kudu (incubating) Weekly Update April 25, 2016</h1> |
| <p class="meta">Posted 25 Apr 2016 by Todd Lipcon</p> |
| </header> |
| <div class="entry-content"> |
| <p>Welcome to the sixth edition of the Kudu Weekly Update. This weekly blog post |
| covers ongoing development and news in the Apache Kudu (incubating) project.</p> |
| |
| <!--more--> |
| |
| <p>If you find this post useful, please let us know by emailing the |
| <a href="mailto:user@kudu.incubator.apache.org">kudu-user mailing list</a> or |
| tweeting at <a href="https://twitter.com/ApacheKudu">@ApacheKudu</a>. Similarly, if you’re |
| aware of some Kudu news we missed, let us know so we can cover it in |
| a future post.</p> |
| |
| <h2 id="development-discussions-and-code-in-progress">Development discussions and code in progress</h2> |
| |
| <ul> |
| <li> |
| <p>Chris George continued to iterate on his |
| <a href="http://gerrit.cloudera.org:8080/#/c/2848/">improved Spark DataSource implementation for Kudu</a>. |
| Chris reports that basic functionality like pushing down predicates |
| is now working properly, and the main work remaining is around |
| writing automated tests.</p> |
| </li> |
| <li> |
| <p>Dan Burkert finished the implementation of the Scan Token API described |
| in previous weeks’ blog posts. Both |
| <a href="http://gerrit.cloudera.org:8080/#/c/2592/">Java</a> and |
| <a href="http://gerrit.cloudera.org:8080/#/c/2757/">C++</a> implementations |
| were committed this past week, and will be available in the upcoming |
| 0.9.0 release.</p> |
| </li> |
| <li> |
| <p>Todd Lipcon committed a five-patch series implementing many of the |
| ideas listed in <a href="https://issues.apache.org/jira/browse/KUDU-1410">KUDU-1410</a>. |
| This new set of improvements will make it easier for operators and |
| developers to diagnose performance issues and timeouts in Kudu clusters.</p> |
| |
| <p>Look out for an upcoming blog post about this new feature.</p> |
| </li> |
| <li> |
| <p>Mike Percy has spent the last couple of weeks working on |
| <a href="https://issues.apache.org/jira/browse/KUDU-1377">KUDU-1377</a>, a subtle |
| issue where various types of disk drive errors or system |
| crashes could cause the Kudu tablet server to be unable to properly |
| recover. This week he committed the |
| <a href="http://gerrit.cloudera.org:8080/#/c/2595/">final patch</a> in this series |
| which should prevent the issue in the future.</p> |
| </li> |
| <li> |
| <p>For the last couple of months, Binglin Chang has been working on and off |
| on a new <a href="https://issues.apache.org/jira/browse/KUDU-1235">Get API</a> for |
| Kudu. The purpose of this new API is to provide an optimized path for |
| looking up a single row.</p> |
| |
| <p>Binglin has been working with Todd on analyzing where CPU time is spent |
| in these code paths, and in initial prototypes has achieved a significant |
| speedup on single-server tests: up to around 90K random reads per |
| second compared to a starting point of around 35K with the current |
| Scan API.</p> |
| </li> |
| <li> |
| <p>Currently, Kudu provides the ability to read at any arbitrary point in the past. |
| Some would consider this a feature, and others would consider it a bug – |
| namely, Kudu never reclaims space from deleted rows.</p> |
| |
| <p>Mike Percy posted an initial <a href="http://gerrit.cloudera.org:8080/#/c/2853/">design document</a> |
| for garbage collection deleted rows and past versions of updated rows.</p> |
| </li> |
| <li> |
| <p>Dan Burkert started working on the implementation of the |
| <a href="http://gerrit.cloudera.org:8080/#/c/2772/">non-covering range partitions</a> |
| feature that was first mentioned last week. A |
| <a href="http://gerrit.cloudera.org:8080/#/c/2806/">first patch</a> starts implementing |
| the master side of the feature.</p> |
| </li> |
| <li> |
| <p>Zhen Zhang posted an initial patch for <a href="https://issues.apache.org/jira/browse/KUDU-1415">KUDU-1415</a>, |
| a new feature that proposes to collect basic operation statistics in the Java client. |
| This would include things such as the number of operations, number of bytes read and |
| written, etc. Jean-Daniel Cryans has already provided a first pass review.</p> |
| </li> |
| </ul> |
| |
| <h2 id="on-the-kudu-blog">On the Kudu blog</h2> |
| |
| <ul> |
| <li>Dan Burkert wrote a post about <a href="http://kudu.apache.org/2016/04/19/kudu-0-8-0-predicate-improvements.html">improvements to predicate handling in |
| Kudu 0.8</a>.</li> |
| </ul> |
| |
| </div> |
| </article> |
| |
| |
| </div> |
| <div class="col-lg-3 recent-posts"> |
| <h3>Recent posts</h3> |
| <ul> |
| |
| <li> <a href="/2016/07/18/weekly-update.html">Apache Kudu (incubating) Weekly Update July 18, 2016</a> </li> |
| |
| <li> <a href="/2016/07/11/weekly-update.html">Apache Kudu (incubating) Weekly Update July 11, 2016</a> </li> |
| |
| <li> <a href="/2016/07/01/apache-kudu-0-9-1-released.html">Apache Kudu (incubating) 0.9.1 released</a> </li> |
| |
| <li> <a href="/2016/06/27/weekly-update.html">Apache Kudu (incubating) Weekly Update June 27, 2016</a> </li> |
| |
| <li> <a href="/2016/06/24/multi-master-1-0-0.html">Master fault tolerance in Kudu 1.0</a> </li> |
| |
| <li> <a href="/2016/06/21/weekly-update.html">Apache Kudu (incubating) Weekly Update June 21, 2016</a> </li> |
| |
| <li> <a href="/2016/06/17/raft-consensus-single-node.html">Using Raft Consensus on a Single Node</a> </li> |
| |
| <li> <a href="/2016/06/13/weekly-update.html">Apache Kudu (incubating) Weekly Update June 13, 2016</a> </li> |
| |
| <li> <a href="/2016/06/10/apache-kudu-0-9-0-released.html">Apache Kudu (incubating) 0.9.0 released</a> </li> |
| |
| <li> <a href="/2016/06/06/weekly-update.html">Apache Kudu (incubating) Weekly Update June 6, 2016</a> </li> |
| |
| <li> <a href="/2016/06/02/no-default-partitioning.html">Default Partitioning Changes Coming in Kudu 0.9</a> </li> |
| |
| <li> <a href="/2016/06/01/weekly-update.html">Apache Kudu (incubating) Weekly Update June 1, 2016</a> </li> |
| |
| <li> <a href="/2016/05/23/weekly-update.html">Apache Kudu (incubating) Weekly Update May 23, 2016</a> </li> |
| |
| <li> <a href="/2016/05/16/weekly-update.html">Apache Kudu (incubating) Weekly Update May 16, 2016</a> </li> |
| |
| <li> <a href="/2016/05/09/weekly-update.html">Apache Kudu (incubating) Weekly Update May 9, 2016</a> </li> |
| |
| </ul> |
| </div> |
| </div> |
| |
| <footer class="footer"> |
| <p class="pull-left"> |
| <a href="http://incubator.apache.org"><img src="/img/apache-incubator.png" width="225" height="53" align="right"/></a> |
| </p> |
| <p class="small"> |
| Apache Kudu (incubating) is an effort undergoing incubation at the Apache Software |
| Foundation (ASF), sponsored by the Apache Incubator PMC. Incubation is |
| required of all newly accepted projects until a further review |
| indicates that the infrastructure, communications, and decision making |
| process have stabilized in a manner consistent with other successful |
| ASF projects. While incubation status is not necessarily a reflection |
| of the completeness or stability of the code, it does indicate that the |
| project has yet to be fully endorsed by the ASF. |
| |
| Copyright © 2016 The Apache Software Foundation. |
| </p> |
| </footer> |
| </div> |
| <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/1.11.3/jquery.min.js"></script> |
| <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min.js" |
| integrity="sha384-0mSbJDEHialfmuBBQP6A4Qrprq5OVfW37PRR3j5ELqxss1yVqOtnepnHVP9aJ7xS" |
| crossorigin="anonymous"></script> |
| <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-68448017-1', 'auto'); |
| ga('send', 'pageview'); |
| </script> |
| <script src="https://cdnjs.cloudflare.com/ajax/libs/anchor-js/3.1.0/anchor.js"></script> |
| <script> |
| anchors.options = { |
| placement: 'right', |
| visible: 'touch', |
| }; |
| anchors.add(); |
| </script> |
| </body> |
| </html> |
| |