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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

Scala build tools


There are many build tools we can use to compile and build Scala or Scalding applications. They provide support for mixed Java/Scala projects, dependency management and useful plugins.

We can use Simple Build Tool (sbt) that allows incremental compilation and is itself implemented in Scala, or Maven, which is popular among developers, is mature, and provides a large range of plugins.

There are other build tools, such as Gradle and buildr, that support Scala, but in this book, we will use Maven and a number of plugins for project dependencies and assembly descriptors due to its high compatibility with continuous integration systems and most developers being familiar with this tool.

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