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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 2. Storage FREE CHAPTER 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 this chapter, we introduced four tools to ease development on Hadoop. In particular, we covered:

  • How Hadoop streaming allows the writing of MapReduce jobs using dynamic languages

  • How Kite Data simplifies interfacing with heterogeneous data sources

  • How Apache Crunch provides a high-level abstraction to write pipelines of Spark and MapReduce jobs that implement common design patterns

  • How Morphlines allows us to declare chains of commands and data transformations that can then be embedded in any Java codebase

In Chapter 10, Running a Hadoop 2 Cluster, we will shift our focus from the domain of software development to system administration. We will discuss how to set up, manage, and scale a Hadoop cluster, while taking aspects such as monitoring and security into consideration.

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