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Scala and Spark for Big Data Analytics

You're reading from   Scala and Spark for Big Data Analytics Explore the concepts of functional programming, data streaming, and machine learning

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Product type Paperback
Published in Jul 2017
Publisher Packt
ISBN-13 9781785280849
Length 796 pages
Edition 1st Edition
Languages
Concepts
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Authors (2):
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Sridhar Alla Sridhar Alla
Author Profile Icon Sridhar Alla
Sridhar Alla
Md. Rezaul Karim Md. Rezaul Karim
Author Profile Icon Md. Rezaul Karim
Md. Rezaul Karim
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Toc

Table of Contents (19) Chapters Close

Preface 1. Introduction to Scala 2. Object-Oriented Scala FREE CHAPTER 3. Functional Programming Concepts 4. Collection APIs 5. Tackle Big Data – Spark Comes to the Party 6. Start Working with Spark – REPL and RDDs 7. Special RDD Operations 8. Introduce a Little Structure - Spark SQL 9. Stream Me Up, Scotty - Spark Streaming 10. Everything is Connected - GraphX 11. Learning Machine Learning - Spark MLlib and Spark ML 12. My Name is Bayes, Naive Bayes 13. Time to Put Some Order - Cluster Your Data with Spark MLlib 14. Text Analytics Using Spark ML 15. Spark Tuning 16. Time to Go to ClusterLand - Deploying Spark on a Cluster 17. Testing and Debugging Spark 18. PySpark and SparkR

Packages and package objects

Just like Java, a package is a special container or object which contains/defines a set of objects, classes, and even packages. Every Scala file has the following automatically imported:

  • java.lang._
  • scala._
  • scala.Predef._

The following is an example for basic imports:

// import only one member of a package
import java.io.File
// Import all members in a specific package
import java.io._
// Import many members in a single import statement
import java.io.{File, IOException, FileNotFoundException}
// Import many members in a multiple import statement
import java.io.File
import java.io.FileNotFoundException
import java.io.IOException

You can even rename a member while importing, and that's to avoid a collision between packages that have the same member name. This method is also called class alias:

import java.util.{List => UtilList}
import java.awt.{List...
You have been reading a chapter from
Scala and Spark for Big Data Analytics
Published in: Jul 2017
Publisher: Packt
ISBN-13: 9781785280849
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