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May 7, 2013

Cloudera Development Kit (CDK)…

Filed under: Cloudera,Hadoop,MapReduce — Patrick Durusau @ 4:01 pm

Cloudera Development Kit (CDK): Hadoop Application Development Made Easier by Eric Sammer & Tom White.

From the post:

At Cloudera, we have the privilege of helping thousands of developers learn Apache Hadoop, as well as build and deploy systems and applications on top of Hadoop. While we (and many of you) believe that platform is fast becoming a staple system in the data center, we’re also acutely aware of its complexities. In fact, this is the entire motivation behind Cloudera Manager: to make the Hadoop platform easy for operations staff to deploy and manage.

So, we’ve made Hadoop much easier to “consume” for admins and other operators — but what about for developers, whether working for ISVs, SIs, or users? Until now, they’ve largely been on their own.

That’s why we’re really excited to announce the Cloudera Developer Kit (CDK), a new open source project designed to help developers get up and running to build applications on CDH, Cloudera’s open source distribution including Hadoop, faster and easier than before. The CDK is a collection of libraries, tools, examples, and documentation engineered to simplify the most common tasks when working with the platform. Just like CDH, the CDK is 100% free, open source, and licensed under the same permissive Apache License v2, so you can use the code any way you choose in your existing commercial code base or open source project.

The CDK lives on GitHub where users can freely browse, download, fork, and contribute back to the source. Community contributions are not only welcome but strongly encouraged. Since most Java developers use tools such as Maven (or tools that are compatible with Maven repositories), artifacts are also available from the Cloudera Maven Repository for easy project integration.

The CDK is a collection of libraries, tools, examples, and docs engineered to simplify common tasks.

What’s In There Today

Our goal is to release a number of CDK modules over time. The first module that can be found in the current release is the CDK Data module; a set of APIs to drastically simplify working with datasets in Hadoop filesystems such as HDFS and the local filesystem. The Data module handles automatic serialization and deserialization of Java POJOs as well as Avro Records, automatic compression, file and directory layout and management, automatic partitioning based on configurable functions, and a metadata provider plugin interface to integrate with centralized metadata management systems (including HCatalog). All Data APIs are fully documented with javadoc. A reference guide is available to walk you through the important parts of the module, as well. Additionally, a set of examples is provided to help you see the APIs in action immediately.

Here’s to hoping that vendor support as shown for Hadoop, Lucene/Solr, R, (who am I missing?), continues and spreads to other areas of software development.

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