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Prasanna Kumar Sathyanarayanan - Reactive Programming with Scala and Akka

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Prasanna Kumar Sathyanarayanan Reactive Programming with Scala and Akka

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Harness reactive programming to build scalable and fault-tolerant distributed systems using Scala and Akka

About This Book
  • Use the concepts of reactive programming to build distributed systems running on multiple nodes
  • Get to grips with the full range of Akka features including the upcoming and cutting edge experimental modules
  • A comprehensive coverage of the principles of FRP with real-world use cases to solve scalability issues
Who This Book Is For

If you are a developer who is passionate about building fault-tolerant, scalable distributed applications using Scala and Akka, then this book will give you a jump start. You should be familiar with Scala, but no prior knowledge of Akka and reactive programming is required.

What You Will Learn
  • Explore functional programming using Scala
  • Design an asynchronous, non-blocking shopping cart application using Futures
  • Understand the Akka actor model and the relationship between actors and threads
  • Use the Actor Supervision feature to build a fault tolerant and resilient application
  • Create your own distributed system framework using an Akka cluster
  • Take a look under the hood to gain perspective on the Akka engine
  • See a comprehensive case study of a key value store with concurrent reads and writes
  • Model a finite state machine using state-driven actors
In Detail

Todays web-based applications need to scale quickly to tackle the demands of modern users. Reactive programming is the solution developed to ensure the fault tolerant and robust scaling that is essential for professional applications. Reactive programming in Scala and Akka provides a great platform to develop low latency resilient, concurrent Internet scale applications on the Java Virtual Machine.

This comprehensive guide will help you get to grips with the concepts of reactive programming in order to build a robust distributed system in Scala and Akka. Written in two parts, you will first take a walkthrough of the reactive, asynchronous, and functional concepts in Scala before focusing on Akka and getting to grips with the details of real-world use cases.

Begin with an introduction into functional reactive programming, before moving on to writing asynchronous application with non-blocking constructs in Scala. Get familiar with the concept of actor-based concurrency using Akka, and features such as Akka remoting, routing, and persistence capabilities to build distributed applications. Learn to scale applications using a multi-node Akka cluster and unit test Akka actors and get to grips with state machines and how to implement state-driven actors using Akka. Finally, put your skills to the test with a case study where you will concurrently and asynchronously store and retrieve data from a key value store. By progressively working through the Akka concepts, you will not only be able to write your own distributed system, but also appreciate the hidden complexity within the Akka ecosystem.

Style and approach

This comprehensive guide walks you through the basics of reactive programming in Scala and Akka, explaining some of the most frequently used constructs to the most advanced features, and taking you through building a full-blown distributed system with the help of real-world examples.

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Reactive Programming with Scala and Akka

Reactive Programming with Scala and Akka

Copyright 2016 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

First published: February 2016

Production reference: 1230216

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78398-434-3

www.packtpub.com

Credits

Authors

Prasanna Kumar Sathyanarayanan

Suraj Atreya

Reviewers

Jan Borgelin

Daniel Dietrich

Jonathan Lermitage

Commissioning Editor

Kunal Parikh

Acquisition Editors

Nikhil Karkal

Sonali Vernekar

Content Development Editor

Arun Nadar

Technical Editor

Deepti Tuscano

Copy Editor

Vikrant Phadke

Project Coordinator

Nikhil Nair

Proofreader

Safis Editing

Indexer

Tejal Daruwale Soni

Production Coordinator

Melwyn Dsa

Cover Work

Melwyn Dsa

About the Authors

Prasanna Kumar Sathyanarayanan is a Scala and distributed systems enthusiast living in Bangalore and has more than 10 years of experience.

In his daily job, he designs and writes concurrent code with Scala and Akka to implement big data systems.

He is a BTech graduate from Anna University. His interests include distributed systems, data engineering, functional programming, and machine learning.

Prasanna likes to contribute to open source projects. In his leisure time, he likes long rides on his bicycle and nature photography. He posts blogs at blog.prassee.me.

Suraj Atreya holds a master's degree in computer science from the University of Edinburgh and has more than 7 years of industry experience. He has written software ranging from low-level 8-bit wireless sensor networks to systems scaling hundreds of nodes within a distributed system environment.

Fascinated by the early Pentium-1 computer that his mother presented him, he started learning LOGO and BASIC. Later, he grew up writing C and C++. His interests include functional programming, distributed systems, and designing data pipelines.

Suraj currently works for Glassbeam and loves using Scala and Akka for day-to-day data hacking. He has contributed to NeverWinterDP, a piece of open source data pipeline software. He text-mines in his free time and experiments with Haskell. He writes blogs at surajatreyac.github.io.

About the Reviewers

Jan Borgelin has over 15 years of professional software development experience. He currently works as a CTO at Greitco, a consultancy based in Finland. Greitco specializes in development of reactive web applications using modern technologies such as Scala, Play Framework, and Akka.

Daniel Dietrich is a software developer living in Kiel, Germany. He has worked for different companies, mostly in the financial sector. He has participated in many IT projects as a developer, technical lead, and project manager.

Daniel wrote the book Instant Play Framework Starter . He is involved in open source projects and has a passion for functional programming with Java and Scala. You can contact him at @danieldietrich on Twitter.

Daniel is the creator of Javaslang, a functional library for Java 8+. You can find it at http://www.javaslang.io/ and read about it at http://blog.javaslang.io/. Or you can get actual information by following @_Javaslang on Twitter.

Jonathan Lermitage is a full-stack developer at the Press' Innov. He has several years of Java development expertise, focused mainly on JVM-based programming languages such as Scala and Groovy.

His professional interests are center data analysis, crawlers, and high-performance graph-oriented databases. He also contributes to the NetBeans ecosystem as an official plugin verifier, NetCAT member, and plugin developer.

Jonathan worked as a technical reviewer on Instant NetBeans IDE How-to , a book written by Atul Palandurkar.

Living with a computing fanatic is not easy every day, so I thank my parents, friends, and my marvelous girlfriend for all their patience and encouragements.

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Preface

Modern Internet applications not only have a need to scale quickly, but also need to do so in a fault-tolerant and robust manner. Akka provides a great toolkit for developing low-latency, resilient, and concurrent Internet scale applications on the JVM.

This book offers a comprehensive coverage of a large number of feature sets in Akka, with carefully crafted examples for developers who are beginners and experts alike.

Dedicated chapters are provided so that you can jump-start your Scala and functional programming skills. By progressively working through the basics of Akka, you will not only be able to write your own distributed system, but also appreciate the hidden complexity within the Akka ecosystem.

What this book covers

, Introducing Reactive Programming , discusses the driving principles of reactive programming with an example and related methods of building a reactive application.

, Functional Reactive Programming in Scala , is where you learn how to think in a new paradigm called reactive programming, built using functional programming constructs.

, Asynchronous Programming in Scala , helps you identify the need for asynchronous behavior in your application, and explores Futures to an extent that will help you write an asynchronous non-blocking web crawler.

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