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<!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 completes Hadoop's storage layer to enable fast analytics on fast data" /> <meta name="author" content="Cloudera" /> <title>Apache Kudu - Blog</title> <!-- Bootstrap core CSS --> <link rel="stylesheet" href="/css/bootstrap.min.css"/> <!-- Custom styles for this template --> <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="/css/font-awesome.min.css" /> <link rel="alternate" type="application/atom+xml" title="RSS Feed for Apache Kudu blog" href="/feed.xml" /> </head> <body> <div class="kudu-site container-fluid"> <!-- Static navbar --> <nav class="navbar navbar-default"> <div class="container-fluid"> <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/apachekudu_logo_0716_80px.png" srcset="/img/apachekudu_logo_0716_80px.png 1x, /img/apachekudu_logo_0716_160px.png 2x" alt="Apache Kudu"/></a> </div> <div id="navbar" class="collapse navbar-collapse"> <ul class="nav navbar-nav navbar-right"> <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/">Releases</a> </li> <li class="active"> <a href="/blog/">Blog</a> </li> <!-- NOTE: this dropdown menu does not appear on Mobile, so don't add anything here that doesn't also appear elsewhere on the site. --> <li class="dropdown"> <a href="/community.html" role="button" aria-haspopup="true" aria-expanded="false">Community <span class="caret"></span></a> <ul class="dropdown-menu"> <li class="dropdown-header">GET IN TOUCH</li> <li><a class="icon email" href="/community.html">Mailing Lists</a></li> <li><a class="icon slack" href="https://join.slack.com/t/getkudu/shared_invite/zt-244b4zvki-hB1q9IbAk6CqHNMZHvUALA">Slack Channel</a></li> <li role="separator" class="divider"></li> <li><a href="/community.html#meetups-user-groups-and-conference-presentations">Events and Meetups</a></li> <li><a href="/committers.html">Project Committers</a></li> <li><a href="/ecosystem.html">Ecosystem</a></li> <!--<li><a href="/roadmap.html">Roadmap</a></li>--> <li><a href="/community.html#contributions">How to Contribute</a></li> <li role="separator" class="divider"></li> <li class="dropdown-header">DEVELOPER RESOURCES</li> <li><a class="icon github" href="https://github.com/apache/incubator-kudu">GitHub</a></li> <li><a class="icon gerrit" href="http://gerrit.cloudera.org:8080/#/q/status:open+project:kudu">Gerrit Code Review</a></li> <li><a class="icon jira" href="https://issues.apache.org/jira/browse/KUDU">JIRA Issue Tracker</a></li> <li role="separator" class="divider"></li> <li class="dropdown-header">SOCIAL MEDIA</li> <li><a class="icon twitter" href="https://twitter.com/ApacheKudu">Twitter</a></li> <li><a href="https://www.reddit.com/r/kudu/">Reddit</a></li> <li role="separator" class="divider"></li> <li class="dropdown-header">APACHE SOFTWARE FOUNDATION</li> <li><a href="https://www.apache.org/security/" target="_blank">Security</a></li> <li><a href="https://www.apache.org/foundation/sponsorship.html" target="_blank">Sponsorship</a></li> <li><a href="https://www.apache.org/foundation/thanks.html" target="_blank">Thanks</a></li> <li><a href="https://www.apache.org/licenses/" target="_blank">License</a></li> </ul> </li> <li > <a href="/faq.html">FAQ</a> </li> </ul><!-- /.nav --> </div><!-- /#navbar --> </div><!-- /.container-fluid --> </nav> <div class="row header"> <div class="col-lg-12"> <h2><a href="/blog">Apache Kudu Blog</a></h2> </div> </div> <div class="row-fluid"> <div class="col-lg-9"> <!-- Articles --> <article> <header> <h1 class="entry-title"><a href="/2019/04/22/fine-grained-authorization-with-apache-kudu-and-impala.html">Fine-Grained Authorization with Apache Kudu and Impala</a></h1> <p class="meta">Posted 22 Apr 2019 by Grant Henke</p> </header> <div class="entry-content"> <p>Note: This is a cross-post from the Cloudera Engineering Blog <a href="https://blog.cloudera.com/blog/2019/04/fine-grained-authorization-with-apache-kudu-and-impala/">Fine-Grained Authorization with Apache Kudu and Impala</a></p> <p>Apache Impala supports fine-grained authorization via Apache Sentry on all of the tables it manages including Apache Kudu tables. Given Impala is a very common way to access the data stored in Kudu, this capability allows users deploying Impala and Kudu to fully secure the Kudu data in multi-tenant clusters even though Kudu does not yet have native fine-grained authorization of its own. This solution works because Kudu natively supports coarse-grained (all or nothing) authorization which enables blocking all access to Kudu directly except for the impala user and an optional whitelist of other trusted users. This post will describe how to use Apache Impala’s fine-grained authorization support along with Apache Kudu’s coarse-grained authorization to achieve a secure multi-tenant deployment.</p> </div> <div class="read-full"> <a class="btn btn-info" href="/2019/04/22/fine-grained-authorization-with-apache-kudu-and-impala.html">Read full post...</a> </div> </article> <!-- Articles --> <article> <header> <h1 class="entry-title"><a href="/2019/03/19/testing-apache-kudu-applications-on-the-jvm.html">Testing Apache Kudu Applications on the JVM</a></h1> <p class="meta">Posted 19 Mar 2019 by Grant Henke & Mike Percy</p> </header> <div class="entry-content"> <p>Note: This is a cross-post from the Cloudera Engineering Blog <a href="https://blog.cloudera.com/blog/2019/03/testing-apache-kudu-applications-on-the-jvm/">Testing Apache Kudu Applications on the JVM</a></p> <p>Although the Kudu server is written in C++ for performance and efficiency, developers can write client applications in C++, Java, or Python. To make it easier for Java developers to create reliable client applications, we’ve added new utilities in Kudu 1.9.0 that allow you to write tests using a Kudu cluster without needing to build Kudu yourself, without any knowledge of C++, and without any complicated coordination around starting and stopping Kudu clusters for each test. This post describes how the new testing utilities work and how you can use them in your application tests.</p> </div> <div class="read-full"> <a class="btn btn-info" href="/2019/03/19/testing-apache-kudu-applications-on-the-jvm.html">Read full post...</a> </div> </article> <!-- Articles --> <article> <header> <h1 class="entry-title"><a href="/2019/03/15/apache-kudu-1-9-0-release.html">Apache Kudu 1.9.0 Released</a></h1> <p class="meta">Posted 15 Mar 2019 by Andrew Wong</p> </header> <div class="entry-content"> <p>The Apache Kudu team is happy to announce the release of Kudu 1.9.0!</p> <p>The new release adds several new features and improvements, including the following:</p> </div> <div class="read-full"> <a class="btn btn-info" href="/2019/03/15/apache-kudu-1-9-0-release.html">Read full post...</a> </div> </article> <!-- Articles --> <article> <header> <h1 class="entry-title"><a href="/2019/03/05/transparent-hierarchical-storage-management-with-apache-kudu-and-impala.html">Transparent Hierarchical Storage Management with Apache Kudu and Impala</a></h1> <p class="meta">Posted 05 Mar 2019 by Grant Henke</p> </header> <div class="entry-content"> <p>Note: This is a cross-post from the Cloudera Engineering Blog <a href="https://blog.cloudera.com/blog/2019/03/transparent-hierarchical-storage-management-with-apache-kudu-and-impala/">Transparent Hierarchical Storage Management with Apache Kudu and Impala</a></p> <p>When picking a storage option for an application it is common to pick a single storage option which has the most applicable features to your use case. For mutability and real-time analytics workloads you may want to use Apache Kudu, but for massive scalability at a low cost you may want to use HDFS. For that reason, there is a need for a solution that allows you to leverage the best features of multiple storage options. This post describes the sliding window pattern using Apache Impala with data stored in Apache Kudu and Apache HDFS. With this pattern you get all of the benefits of multiple storage layers in a way that is transparent to users.</p> </div> <div class="read-full"> <a class="btn btn-info" href="/2019/03/05/transparent-hierarchical-storage-management-with-apache-kudu-and-impala.html">Read full post...</a> </div> </article> <!-- Articles --> <article> <header> <h1 class="entry-title"><a href="/2018/12/11/call-for-posts.html">Call for Posts</a></h1> <p class="meta">Posted 11 Dec 2018 by Attila Bukor</p> </header> <div class="entry-content"> <p>Most of the posts in the Kudu blog have been written by the project’s committers and are either technical or news-like in nature. We’d like to hear how you’re using Kudu in production, in testing, or in your hobby project and we’d like to share it with the world!</p> </div> <div class="read-full"> <a class="btn btn-info" href="/2018/12/11/call-for-posts.html">Read full post...</a> </div> </article> <!-- Pagination links --> <nav> <hr/> <ul class="pager"> <li class="previous"><a href="/blog/page/3"><span aria-hidden="true">&larr;</span> Newer posts</a></li> <li class="next"><a href="/blog/page/5">Older posts <span aria-hidden="true">&rarr;</span></a></li> </ul> </nav> </div> <div class="col-lg-3 recent-posts"> <h3>Recent posts</h3> <ul> <li> <a href="/2024/11/13/apache-kudu-1-17-1-release.html">Apache Kudu 1.17.1 Released</a> </li> <li> <a href="/2024/03/07/introducing-auto-incrementing-column.html">Introducing Auto-incrementing Column in Kudu</a> </li> <li> <a href="/2023/09/07/apache-kudu-1-17-0-released.html">Apache Kudu 1.17.0 Released</a> </li> <li> <a href="/2022/06/17/apache-kudu-1-16-0-released.html">Apache Kudu 1.16.0 Released</a> </li> <li> <a href="/2021/06/22/apache-kudu-1-15-0-released.html">Apache Kudu 1.15.0 Released</a> </li> <li> <a href="/2021/01/28/apache-kudu-1-14-0-release.html">Apache Kudu 1.14.0 Released</a> </li> <li> <a href="/2021/01/15/bloom-filter-predicate.html">Optimized joins & filtering with Bloom filter predicate in Kudu</a> </li> <li> <a href="/2020/09/21/apache-kudu-1-13-0-release.html">Apache Kudu 1.13.0 released</a> </li> <li> <a href="/2020/08/11/fine-grained-authz-ranger.html">Fine-Grained Authorization with Apache Kudu and Apache Ranger</a> </li> <li> <a href="/2020/07/30/building-near-real-time-big-data-lake.html">Building Near Real-time Big Data Lake</a> </li> <li> <a href="/2020/05/18/apache-kudu-1-12-0-release.html">Apache Kudu 1.12.0 released</a> </li> <li> <a href="/2019/11/20/apache-kudu-1-11-1-release.html">Apache Kudu 1.11.1 released</a> </li> <li> <a href="/2019/11/20/apache-kudu-1-10-1-release.html">Apache Kudu 1.10.1 released</a> </li> <li> <a href="/2019/07/09/apache-kudu-1-10-0-release.html">Apache Kudu 1.10.0 Released</a> </li> <li> <a href="/2019/04/30/location-awareness.html">Location Awareness in Kudu</a> </li> </ul> </div> </div> <footer class="footer"> <div class="row"> <div class="col-md-9"> <p class="small"> Copyright &copy; 2023 The Apache Software Foundation. </p> <p class="small"> Apache Kudu, Kudu, Apache, the Apache feather logo, and the Apache Kudu project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. </p> </div> <div class="col-md-3"> <a class="pull-right" href="https://www.apache.org/events/current-event.html"> <img src="https://www.apache.org/events/current-event-234x60.png"/> </a> </div> </div> </footer> </div> <script src="/js/jquery.min.js"></script> <script> // Try to detect touch-screen devices. 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