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Spark Cookbook

You're reading from   Spark Cookbook With over 60 recipes on Spark, covering Spark Core, Spark SQL, Spark Streaming, MLlib, and GraphX libraries this is the perfect Spark book to always have by your side

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Product type Paperback
Published in Jul 2015
Publisher
ISBN-13 9781783987061
Length 226 pages
Edition 1st Edition
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Author (1):
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Rishi Yadav Rishi Yadav
Author Profile Icon Rishi Yadav
Rishi Yadav
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Toc

Table of Contents (14) Chapters Close

Preface 1. Getting Started with Apache Spark 2. Developing Applications with Spark FREE CHAPTER 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...
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Spark Cookbook
Published in: Jul 2015
Publisher:
ISBN-13: 9781783987061
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