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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 SBT


Simple Build Tool (SBT) is a build tool made especially for Scala-based development. SBT follows Maven-based naming conventions and declarative dependency management.

SBT provides the following enhancements over Maven:

  • Dependencies are in the form of key-value pairs in the build.sbt file as opposed to pom.xml in Maven

  • It provides a shell that makes it very handy to perform build operations

  • For simple projects without dependencies, you do not even need the build.sbt file

In build.sbt, the first line is the project definition:

lazy val root = (project in file("."))

Each project has an immutable map of key-value pairs. This map is changed by settings in SBT like so:

lazy val root = (project in file("."))
  settings(
    name := "wordcount"
  )

Every change in the settings leads to a new map, as it's an immutable map.

How to do it...

Here's how we go about adding the sbteclipse plugin:

  1. Add this to the global plugin file:

    $ mkdir /home/hduser/.sbt/0.13/plugins...
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