Book Image

Scala Programming Projects

By : Mikael Valot, Nicolas Jorand
Book Image

Scala Programming Projects

By: Mikael Valot, Nicolas Jorand

Overview of this book

Scala Programming Projects is a comprehensive project-based introduction for those who are new to Scala. Complete with step-by-step instructions and easy-to-follow tutorials that demonstrate best practices when building applications, this Scala book will have you building real-world projects in no time. Starting with the fundamentals of software development, you’ll begin with simple projects, such as developing a financial independence calculator, and then advance to more complex projects, such as a building a shopping application and a Bitcoin transaction analyzer. You’ll explore a variety of Scala features, including its OOP and FP capabilities, and learn how to write concise, reactive, and concurrent applications in a type-safe manner. You’ll also understand how to use libraries such as Akka and Play. Furthermore, you’ll be able to integrate your Scala apps with Kafka, Spark, and Zeppelin, along with deploying applications on a cloud platform. By the end of the book, you’ll have a firm foundation in Java programming that’ll enable you to solve a variety of real-world problems, and you’ll have built impressive projects to add to your professional portfolio.
Table of Contents (18 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Understanding type classes


A type class represents a group of types that share a common behavior. A type class is to a type what a class is to an object. As with traditional classes, a type class can define methods. These methods can be invoked on all types that belong to the type class.

Type classes were introduced in the Haskell programming language. However, thanks to the power of implicits, we can also use them in Scala. In Scala, type classes are not built-in language constructs (like they are in Haskell) and, as a result, we need to write a bit of boilerplate code to define them.

In Scala, we declare a type class by using trait, which accepts a type parameter. For instance, let's define a Combine type class that allows for combining two objects into one, as follows:

trait Combine[A] {
def combine(x: A, y: A): A
}

Then, we can define two type class instances for Combine, as follows:

  • One for Int, which will add the two arguments
  • One for String, which will concatenate them

The code definition...