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Spark Cookbook

You're reading from  Spark Cookbook

Product type Book
Published in Jul 2015
Publisher
ISBN-13 9781783987061
Pages 226 pages
Edition 1st Edition
Languages
Author (1):
Rishi Yadav Rishi Yadav
Profile icon Rishi Yadav
Toc

Table of Contents (19) Chapters close

Spark Cookbook
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
1. Getting Started with Apache Spark 2. Developing Applications with Spark 3. External Data Sources 4. Spark SQL 5. Spark Streaming 6. Getting Started with Machine Learning Using MLlib 7. Supervised Learning with MLlib – Regression 8. Supervised Learning with MLlib – Classification 9. Unsupervised Learning with MLlib 10. Recommender Systems 11. Graph Processing Using GraphX 12. Optimizations and Performance Tuning Index

Developing Spark applications in Eclipse with Maven


Maven as a build tool has become the de-facto standard over the years. It's not surprising if we look little deeper into the promise Maven brings. Maven has two primary features and they are:

  • Convention over configuration: Build tools prior to Maven gave developers freedom about where to put source files, where to put test files, where to put compiled files, and so on. Maven takes away that freedom. With this freedom, all the confusion about locations also goes. In Maven, there is a specific directory structure for everything. The following table shows a few of the most common locations:

    /src/main/scala

    Source code in Scala

    /src/main/java

    Source code in Java

    /src/main/resources

    Resources to be used by source code such as configuration files

    /src/test/scala

    Test code in Scala

    /src/test/java

    Test code in Java

    /src/test/resources

    Resources to be used by test code such as configuration files

  • Declarative dependency management: In Maven...

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