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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 FREE CHAPTER 2. Get Ready for Scalding 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

Summary

In this chapter, we used the same dataset to present two completely different use cases. For each use case, we explored the data and then designed and implemented data-processing applications in Scalding. We also looked at how an abstract pipelining language (Scalding) is translated in MapReduce phases.

We also introduced techniques such as bucketing and windowed calculations through a solution to a problem. The expressiveness of the language allows us to implement even complex use cases with ease.

In the following chapter, we will present some design patterns that will enable us to develop more modular and testable code.

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