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Learning Hadoop 2

You're reading from   Learning Hadoop 2 Design and implement data processing, lifecycle management, and analytic workflows with the cutting-edge toolbox of Hadoop 2

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Product type Paperback
Published in Feb 2015
Publisher Packt
ISBN-13 9781783285518
Length 382 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (13) Chapters Close

Preface 1. Introduction FREE CHAPTER 2. Storage 3. Processing – MapReduce and Beyond 4. Real-time Computation with Samza 5. Iterative Computation with Spark 6. Data Analysis with Apache Pig 7. Hadoop and SQL 8. Data Lifecycle Management 9. Making Development Easier 10. Running a Hadoop Cluster 11. Where to Go Next Index

Summary


In its early days, Hadoop was sometimes erroneously seen as the latest supposed relational database killer. Over time, it has become more apparent that the more sensible approach is to view it as a complement to RDBMS technologies and that, in fact, the RDBMS community has developed tools such as SQL that are also valuable in the Hadoop world.

HiveQL is an implementation of SQL on Hadoop and was the primary focus of this chapter. In regard to HiveQL and its implementations, we covered the following topics:

  • How HiveQL provides a logical model atop data stored in HDFS in contrast to relational databases where the table structure is enforced in advance

  • How HiveQL supports many standard SQL data types and commands including joins and views

  • The ETL-like features offered by HiveQL, including the ability to import data into tables and optimize the table structure through partitioning and similar mechanisms

  • How HiveQL offers the ability to extend its core set of operators with user-defined code...

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