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2015</h1> - </div> - <p class="post-meta"> - - - - <strong>Author:</strong> Tomer Shiran (Founder, PMC Member and Committer, Apache Drill)<br /> - - -</p> - </header> - <div class="addthis_sharing_toolbox"></div> - - <article class="post-content"> - <script type="text/javascript" src="//addthisevent.com/libs/1.5.8/ate.min.js"></script> - -<p><a href="/drill/blog/2015/07/23/drill-tutorial-at-nosql-now-2015/" title="Add to Calendar" class="addthisevent"> - Add to Calendar - <span class="_start">08-20-2015 13:00:00</span> - <span class="_end">08-20-2014 16:15:00</span> - <span class="_zonecode">6</span> - <span class="_summary">Drill Tutorial at NoSQL Now! 2015</span> - <span class="_description">NoSQL Now! 2015 is hosting a 3-hour tutorial on Apache Drill. Drill committers Tomer Shiran and Jacques Nadeau will demonstrate how to analyze NoSQL data with SQL queries and standard BI tools.</span> - <span class="_location">San Jose Convention Center, 150 West San Carlos St, San Jose, CA 95113 USA</span> - <span class="_organizer">Tomer Shiran</span> - <span class="_organizer_email">tshiran\@apache.org</span> - <span class="_all_day_event">false</span> - <span class="_date_format">MM-DD-YYYY</span> -</a></p> - -<p>NoSQL Now! 2015 will be hosting a <a href="http://nosql2015.dataversity.net/sessionPop.cfm?confid=90&proposalid=7727";>3-hour tutorial</a> on Apache Drill. Jacques Nadeau and I will provide a deep dive on Drill and demonstrate how to analyze NoSQL data with SQL queries and standard BI tools. 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This release addresses <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12332042&projectId=12313820";>217 JIRAs</a> on top of the 1.1 release. Highlights include:</p> - -<h2 id="relational-database-support">Relational Database Support</h2> - -<p>Drill now includes a JDBC storage plugin for querying relational databases (RDBMSs). Users can run SQL queries that join data between non-relational datastores (eg, MongoDB, HBase, HDFS, S3) and relational databases (eg, MySQL, Oracle). For example, a single query can join log files in HDFS with a users table in MySQL. Drill automatically pushes execution (projections, filters, partial joins, etc.) down into the RDBMS whenever possible.</p> - -<h2 id="new-window-functions">New Window Functions</h2> - -<p>The 1.2 release adds additional window functions: <code>NTILE</code>, <code>FIRST_VALUE</code>, <code>LAST_VALUE</code>, <code>LEAD</code> and <code>LAG</code>. Drill now supports <a href="/docs/sql-window-functions-introduction/">15 different window functions</a>:</p> - -<ul> -<li>Value Functions: <code>FIRST_VALUE</code>, <code>LAST_VALUE</code>, <code>LEAD</code>, <code>LAG</code></li> -<li>Aggregate Functions: <code>AVG</code>, <code>COUNT</code>, <code>MAX</code>, <code>MIN</code>, <code>SUM</code></li> -<li>Ranking Functions: <code>CUME_DIST</code>, <code>DENSE_RANK</code>, <code>NTILE</code>, <code>PERCENT_RANK</code>, <code>RANK</code>, <code>ROW_NUMBER</code></li> -</ul> - -<p>In addition to supporting new window functions, Drill 1.2 adds support for multiple window functions in a single query. A query can contain multiple window functions that slice up the data in different ways by means of different <code>OVER</code> clauses, but they all act on the same collection of rows.</p> - -<h2 id="parquet-metadata-caching">Parquet Metadata Caching</h2> - -<p>When running a query against a directory tree with Parquet files, Drill scans the directory and reads the footers of the files during the planning phase. This allows Drill to prune partitions and optimize query execution for data locality. However, this process can be time consuming for directory trees with thousands of files. Drill 1.2 includes <a href="/docs/optimizing-parquet-reading/">a new feature</a> that caches the metadata information so that subsequent queries don't need to scan all the files. The cache is automatically maintained based on the directory timestamps.</p> - -<h2 id="performance-improvements-on-hbase-and-hive-tables">Performance Improvements on HBase and Hive Tables</h2> - -<p>Drill 1.2 introduces a faster read path for HBase and Hive tables. When querying Hive tables backed by Parquet files, Drill now uses a high-performance Parquet reader rather than the Hive SerDe.</p> - -<h2 id="drop-table-for-files-and-directories"><code>DROP TABLE</code> for Files and Directories</h2> - -<p>Drill 1.2 allows users to drop file- and directory-based tables with a SQL command (<code>DROP TABLE</code>).</p> - -<h2 id="enhanced-mongodb-integration">Enhanced MongoDB Integration</h2> - -<p>Drill 1.2 supports extended JSON types, addressing previous issues with queries on MongoDB collections. </p> - -<h2 id="many-more-fixes">Many More Fixes</h2> - -<p>Drill 1.2 includes hundreds of <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12332042&projectId=12313820";>other fixes and enhancements</a>.</p> - -<p>Download the <a href="https://drill.apache.org/download/";>Drill 1.2 release</a> now and let us know your thoughts.</p> - -<p>Drill On! -Jacques Nadeau</p> - - </article> - <div id="disqus_thread"></div> - <script type="text/javascript"> - /* * * CONFIGURATION VARIABLES: EDIT BEFORE PASTING INTO YOUR WEBPAGE * * */ - var disqus_shortname = 'drill'; // required: replace example with your forum shortname - - /* * * DON'T EDIT BELOW THIS LINE * * */ - (function() { - var dsq = document.createElement('script'); dsq.type = 'text/javascript'; dsq.async = true; - dsq.src = '//' + disqus_shortname + '.disqus.com/embed.js'; - (document.getElementsByTagName('head')[0] || document.getElementsByTagName('body')[0]).appendChild(dsq); - })(); - </script> - <noscript>Please enable JavaScript to view the <a href="http://disqus.com/?ref_noscript";>comments powered by Disqus.</a></noscript> - -</div> -<script type="text/javascript" src="//s7.addthis.com/js/300/addthis_widget.js#pubid=ra-548b2caa33765e8d" async="async"></script> - - </div> - <p class="push"></p> -<div id="footer" class="mw"> -<div class="wrapper"> -Copyright © 2012-2014 The Apache Software Foundation, licensed under the Apache License, Version 2.0.<br> -Apache and the Apache feather logo are trademarks of The Apache Software Foundation. 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title="apachedrill on twitter" target="_blank"><img src="/drill/images/twitter_32_26_white.png" alt="twitter logo" align="center"></a> </li> - <li class='search-bar'> - <form id="drill-search-form"> - <input type="text" placeholder="Search Apache Drill" id="drill-search-term" /> - <button type="submit"> - <i class="fa fa-search"></i> - </button> - </form> - </li> - <li class="d"> - <a href="/drill/download/"> - <i class="fa fa-cloud-download"></i> Download - </a> - </li> -</ul> -</div> - - <link href="/drill/css/content.css" rel="stylesheet" type="text/css"> - -<div class="post int_text"> - <header class="post-header"> - <div class="int_title"> - <h1 class="post-title">Drill 1.3 Released</h1> - </div> - <p class="post-meta"> - - - - <strong>Author:</strong> Jacques Nadeau (PMC Chair and Committer, Apache Drill)<br /> - -<strong>Date:</strong> Nov 23, 2015 -</p> - </header> - <div class="addthis_sharing_toolbox"></div> - - <article class="post-content"> - <p>Today I'm happy to announce the availability of the Drill 1.3 release. This release addresses <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12313820&version=12332946";>58 JIRAs</a> on top of the 1.2 release. Highlights include:</p> - -<h2 id="enhanced-amazon-s3-support">Enhanced Amazon S3 Support</h2> - -<p>Drill 1.3 utilizes a new library, called s3a, for reading data from S3. The s3a library includes improvements over the previous s3n library, such as higher performance and the ability to read large files (over 5GB).</p> - -<p>In addition to the new s3a library, Drill 1.3 makes it easier to set up your AWS credentials. Simply edit the file <code>conf/core-site.xml</code> in the Drill install directory. For more information, check out the <a href="/docs/s3-storage-plugin/">step-by-step instructions</a> in the documentation.</p> - -<h2 id="heterogeneous-types">Heterogeneous Types</h2> - -<p>Drill 1.3 includes support for mixed-type columns, often found in systems like MongoDB and file formats like JSON. For example, Drill can now columns that evolve from one data type to another over time.</p> - -<p>Drill 1.3 provides a collection of functions that enable you to test the data type of a value. For example, if you have a column that has both lists (arrays) and numbers, you can use the following query to extract the first element from the array values:</p> - -<p><code>SELECT 1 + CASE WHEN is_list(a) THEN a[0] ELSE a END FROM table;</code></p> - -<h2 id="text-file-headers">Text File Headers</h2> - -<p>Drill is now able to parse the header row in a text file (CSV, TSV, etc.). Prior to Drill 1.3, data had to be accessed through the <code>columns</code> array:</p> -<div class="highlight"><pre><code class="language-text" data-lang="text">SELECT columns[0], columns[1] FROM dfs.`/path/to/users.csv` -</code></pre></div> -<p>With Drill 1.3, you can use the actual column names in the CSV file:</p> -<div class="highlight"><pre><code class="language-text" data-lang="text">SELECT name, address FROM dfs.`/path/to/users.csv` -</code></pre></div> -<p>Enabling header parsing is as simple as setting the <code>extractHeader</code> parameter in the storage plugin configuration for the desired file extensions. For more information, check out <a href="/docs/text-files-csv-tsv-psv/">the documentation</a>.</p> - -<h2 id="sequence-files">Sequence Files</h2> - -<p>Drill now <a href="/docs/querying-sequence-files/">supports sequence files</a>, a format commonly used in the Hadoop ecosystem. A sequence file contains a series of keys and values, and querying it with Drill is as easy as querying any other self-describing format:</p> -<div class="highlight"><pre><code class="language-text" data-lang="text">SELECT * -FROM dfs.tmp.`simple.seq` -LIMIT 1; -+--------------+---------------+ -| binary_key | binary_value | -+--------------+---------------+ -| [B@70828f46 | [B@b8c765f | -+--------------+---------------+ -</code></pre></div> -<p>Drill's <code>CONVERT_FROM</code> function makes it easy to decode the binary values:</p> -<div class="highlight"><pre><code class="language-text" data-lang="text">SELECT CONVERT_FROM(binary_key, 'UTF8'), CONVERT_FROM(binary_value, 'UTF8') -FROM dfs.tmp.`simple.seq` -LIMIT 1 -; -+-----------+-------------+ -| EXPR$0 | EXPR$1 | -+-----------+-------------+ -| key0 | value0 | -+-----------+-------------+ -</code></pre></div> -<h2 id="many-more-fixes">Many More Fixes</h2> - -<p>Drill 1.3 includes many other improvements, including enhancements related to querying Hive tables, MongoDB collections and Avro files. Check out the complete list of <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12313820&version=12332946";>fixes and enhancements</a> for more information.</p> - -<p>Download the <a href="https://drill.apache.org/download/";>Drill 1.3 release</a> now and let us know your thoughts.</p> - -<p>Drill On! -Jacques Nadeau</p> - - </article> - <div id="disqus_thread"></div> - <script type="text/javascript"> - /* * * CONFIGURATION VARIABLES: EDIT BEFORE PASTING INTO YOUR WEBPAGE * * */ - var disqus_shortname = 'drill'; // required: replace example with your forum shortname - - /* * * DON'T EDIT BELOW THIS LINE * * */ - (function() { - var dsq = document.createElement('script'); dsq.type = 'text/javascript'; dsq.async = true; - dsq.src = '//' + disqus_shortname + '.disqus.com/embed.js'; - (document.getElementsByTagName('head')[0] || document.getElementsByTagName('body')[0]).appendChild(dsq); - })(); - </script> - <noscript>Please enable JavaScript to view the <a href="http://disqus.com/?ref_noscript";>comments powered by Disqus.</a></noscript> - -</div> -<script type="text/javascript" src="//s7.addthis.com/js/300/addthis_widget.js#pubid=ra-548b2caa33765e8d" async="async"></script> - - </div> - <p class="push"></p> -<div id="footer" class="mw"> -<div class="wrapper"> -Copyright © 2012-2014 The Apache Software Foundation, licensed under the Apache License, Version 2.0.<br> -Apache and the Apache feather logo are trademarks of The Apache Software Foundation. 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Users can now query Hadoop sequence files and text delimited files with headers. In addition, this release provides significant performance and usability improvements for working with Amazon S3. Drill 1.3 also adds support for heterogeneous types, enabling queries on datasets with columns that have more than one data type (commonly seen in JSON files, MongoDB collections, etc.).</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/10/16/drill-1.2-released/">Drill 1.2 Released</a><br/> -<span class="post-date">Posted on Oct 16, 2015 -by Jacques Nadeau</span> -<br/>Drill 1.2 has been released. This release includes a new JDBC storage plugin for querying relational databases, as well as new window functions such as `NTILE`, `FIRST_VALUE`, `LAST_VALUE`, `LEAD` and `LAG`. This release addresses 210 JIRAs, including performance, stability and documentation enhancements.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/07/23/drill-tutorial-at-nosql-now-2015/">Drill Tutorial at NoSQL Now! 2015</a><br/> -<span class="post-date">Posted on Jul 23, 2015 -by Tomer Shiran</span> -<br/>Attend the 3-hour Drill tutorial at the NoSQL Now! 2015 conference to learn more about Apache Drill.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/07/05/drill-1.1-released/">Drill 1.1 Released</a><br/> -<span class="post-date">Posted on Jul 5, 2015 -by Jacques Nadeau</span> -<br/>Drill 1.1 has been released, providing window functions, automatic partitioning, improved MongoDB support and more. This release addresses 162 JIRAs.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/05/19/the-apache-software-foundation-announces-apache-drill-1.0/">The Apache Software Foundation Announces Apache Drill 1.0</a><br/> -<span class="post-date">Posted on May 19, 2015 -by Tomer Shiran</span> -<br/>The Apache Software Foundation announced today the availability of Apache Drill 1.0, the schema-free SQL query engine for Apache Hadoop, NoSQL and cloud storage.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/05/19/drill-1.0-released/">Drill 1.0 Released</a><br/> -<span class="post-date">Posted on May 19, 2015 -by Tomer Shiran, Jacques Nadeau</span> -<br/>Drill 1.0 has been released, representing a major milestone for the Drill community. Drill in now production-ready, making it easier than ever to explore and analyze data in non-relational datastores.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/05/04/drill-0.9-released/">Drill 0.9 Released</a><br/> -<span class="post-date">Posted on May 4, 2015 -by Tomer Shiran, Jacques Nadeau</span> -<br/>The community has just released Drill 0.9, which includes 199 resolved JIRAs and numerous enhancements.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/04/30/apache-parquet-graudates-to-a-top-level-project/">Apache Parquet Graduates to a Top-Level Project</a><br/> -<span class="post-date">Posted on Apr 30, 2015 -by Tomer Shiran</span> -<br/>The Apache Parquet project has graduated to a top-level project (TLP) at the Apache Software Foundation.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/03/31/drill-0.8-released/">Drill 0.8 Released</a><br/> -<span class="post-date">Posted on Mar 31, 2015 -by Tomer Shiran, Jacques Nadeau</span> -<br/>The community has just released Drill 0.8, which includes 243 resolved JIRAs and numerous enhancements.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/03/23/microstrategy-announces-drill-support/">MicroStrategy Announces Drill Support</a><br/> -<span class="post-date">Posted on Mar 23, 2015 -by Tomer Shiran</span> -<br/>MicroStrategy announced that it is now certified with Apache Drill, providing a first-class BI experience for Hadoop and NoSQL databases.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2015/01/27/schema-free-json-data-infrastructure/">Schema-free JSON Data Infrastructure</a><br/> -<span class="post-date">Posted on Jan 27, 2015 -by Tomer Shiran</span> -<br/>JSON has emerged as the de-facto standard data exchange format. Data infrastructure technologies such as Apache Drill, MongoDB and Elasticsearch are embracing JSON as their native data models, bringing game-changing ease-of-use and agility to developers and analysts.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/12/23/drill-0.7-released/">Drill 0.7 Released</a><br/> -<span class="post-date">Posted on Dec 23, 2014 -by Jacques Nadeau</span> -<br/>The community has just released Drill 0.7, which includes 228 resolved JIRAs and numerous enhancements.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/12/16/whats-coming-in-2015/">What's Coming in 2015?</a><br/> -<span class="post-date">Posted on Dec 16, 2014 -by Tomer Shiran</span> -<br/>Drill is now a top-level project, and the community is expanding rapidly. Find out more about some of the new features planned for 2015.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/12/11/apache-drill-qa-panelist-spotlight/">Apache Drill Q&A Panelist Spotlight</a><br/> -<span class="post-date">Posted on Dec 11, 2014 -by Tomer Shiran</span> -<br/>Join us on Twitter for a live Q&A on Wednesday, December 17.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/12/09/running-sql-queries-on-amazon-s3/">Running SQL Queries on Amazon S3</a><br/> -<span class="post-date">Posted on Dec 9, 2014 -by Nick Amato</span> -<br/>Drill enables you to run SQL queries directly on data in S3. There's no need to ingest the data into a managed cluster or transform the data. This is a step-by-step tutorial on how to use Drill with S3.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/12/02/drill-top-level-project/">Apache Drill Graduates to a Top-Level Project</a><br/> -<span class="post-date">Posted on Dec 2, 2014 -by Tomer Shiran</span> -<br/>Drill has graduated to a Top-Level Project at Apache. This marks a significant accomplishment for the Drill community, which now includes dozens of developers working at a variety of companies.</p> -<!-- previously: site.posts --> -<p><a class="post-link" href="/drill/blog/2014/11/19/sql-on-mongodb/">SQL on MongoDB</a><br/> -<span class="post-date">Posted on Nov 19, 2014 -by Anil Kumar Batchu, Kamesh Bhallamudi</span> -<br/>The MongoDB storage plugin for Drill enables analytical queries on MongoDB databases. Drill's schema-free JSON data model is a natural fit for MongoDB's data model.</p> - -<p class="info">Want to contribute a blog post? Check out the source for some of the <a href="https://github.com/apache/drill/tree/gh-pages/blog/_posts";>existing posts</a> to see how it's done. When you're ready, email your Markdown file to <a href="mailto:d...@drill.apache.org";>d...@drill.apache.org</a>.</p> -<h1>Third-Party Articles</h1> -<!-- previously: site.posts --> -<p><a class="post-link" href="https://www.mapr.com/blog/how-turn-raw-data-yelp-insights-minutes-apache-drill";>How to Turn Raw Data from Yelp into Insights in Minutes with Apache Drill</a> (Nov 13, 2014)<br/></p> -<!-- previously: site.posts --> -<p><a class="post-link" href="https://www.mapr.com/blog/how-use-sql-hadoop-drill-rest-json-nosql-and-hbase-simple-rest-client";>How to Use SQL, Hadoop, Drill, REST, JSON, NoSQL, and HBase in a Simple REST Client</a> (Jan 6, 2015)<br/></p> -</div> - - </div> - <p class="push"></p> -<div id="footer" class="mw"> -<div class="wrapper"> -Copyright © 2012-2014 The Apache Software Foundation, licensed under the Apache License, Version 2.0.<br> -Apache and the Apache feather logo are trademarks of The Apache Software Foundation. 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