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Programming MapReduce with Scalding

You're reading from   Programming MapReduce with Scalding A practical guide to designing, testing, and implementing complex MapReduce applications in Scala

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Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783287017
Length 148 pages
Edition 1st Edition
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Author (1):
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Antonios Chalkiopoulos Antonios Chalkiopoulos
Author Profile Icon Antonios Chalkiopoulos
Antonios Chalkiopoulos
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Table of Contents (11) Chapters Close

Preface 1. Introduction to MapReduce 2. Get Ready for Scalding FREE CHAPTER 3. Scalding by Example 4. Intermediate Examples 5. Scalding Design Patterns 6. Testing and TDD 7. Running Scalding in Production 8. Using External Data Stores 9. Matrix Calculations and Machine Learning Index

Chapter 6. Testing and TDD

Testing has always been a critical aspect of application development, and in recent years, its importance has been rising steadily. New design and development techniques such as Test-Driven Design (TDD) and Domain-Driven Design (DDD) put testing at the center of the development process.

MapReduce applications are not exempt from testing requirements. Given their specificities, they require even more exhaustive testing than other applications. In this chapter, we will discuss testing and aspects related to the development of MapReduce applications that affect the way applications can be tested.

The goal of this chapter is as follows:

  • Introducing testing in the context of MapReduce and its challenges
  • Presenting unit and functional testing
  • Presenting the test-driven development methodology
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