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Learning Scala Programming

You're reading from   Learning Scala Programming Object-oriented programming meets functional reactive to create Scalable and Concurrent programs

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Product type Paperback
Published in Jan 2018
Publisher Packt
ISBN-13 9781788392822
Length 426 pages
Edition 1st Edition
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Author (1):
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Vikash Sharma Vikash Sharma
Author Profile Icon Vikash Sharma
Vikash Sharma
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Table of Contents (16) Chapters Close

1. Getting Started with Scala Programming FREE CHAPTER 2. Building Blocks of Scala 3. Shaping our Scala Program 4. Giving Meaning to Programs with Functions 5. Getting Familiar with Scala Collections 6. Object-Oriented Scala Basics 7. Next Steps in Object-Oriented Scala 8. More on Functions 9. Using Powerful Functional Constructs 10. Advanced Functional Programming 11. Working with Implicits and Exceptions 12. Introduction to Akka 13. Concurrent Programming in Scala 14. Programming with Reactive Extensions 15. Testing in Scala 16. Other Books You May Enjoy

Parallel collections in Scala


It's obvious that if the number of elements in a collection is very large, then you would want to minimize the time it takes to manipulate the collection data. That's where breaking down the tasks and executing them parallel is an option, and a good one. Scala provides parallelism in the form of parallel collections, which works like a charm in scenarios where we have to deal with a big chunk of data. The good thing is that our  par method can easily convert a normal sequential collection to its parallel counterpart implicitly, and the map,fold, and filter methods work great with parallel collections as well.

Understanding the architecture of parallel collections, or how these work on JVM, is out of the scope of this book. We'll keep our discussion limited to concrete implementations of parallel collections, and how we can use them in Scala. If you're into understanding parallel collections, Scala's documentation gives a brief overview at http://docs.scala-lang...

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