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Apache Spark 2.x Cookbook

You're reading from  Apache Spark 2.x Cookbook

Product type Book
Published in May 2017
Publisher
ISBN-13 9781787127265
Pages 294 pages
Edition 1st Edition
Languages
Author (1):
Rishi Yadav Rishi Yadav
Profile icon Rishi Yadav

Table of Contents (19) Chapters

Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
Getting Started with Apache Spark Developing Applications with Spark Spark SQL Working with External Data Sources Spark Streaming Getting Started with Machine Learning Supervised Learning with MLlib — Regression Supervised Learning with MLlib — Classification Unsupervised Learning Recommendations Using Collaborative Filtering Graph Processing Using GraphX and GraphFrames Optimizations and Performance Tuning

Developing a Spark applications in Eclipse with SBT


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 the pom.xml file 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 the build.sbt file, 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 the settings in SBT, as follows:

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

Every change in the settings field 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...
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