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

Covariance and contravariance


When an F type accepts a type parameter of A, we can add a+or-sign in front of the parameter declaration to indicate thevarianceofF on A:

  • F[+A] makes Fcovariant on A. This means that if B <:< A (where B extends A), then F[B] <:< F[A].
  • F[-A] makes Fcontravariant on A. If B <:< A, then F[A]  <:< F[B].
  • F[A] makes Finvariant on A. If B <:< A, then there is no relationship between F[A] and F[B].

InvariantDecoder

We are now going to explore this variance concept with an example. Let's start with a simple class hierarchy, as shown in the following code:

trait Animal
case class Cat(name: String) extends Animal
case class Dog(name: String) extends Animal

With this hierarchy, I can declare a variable of an Animal type and assign it to an instance of aCatorDog type. The following code will compile:

val animal1: Animal = Cat("Max")
val animal2: Animal = Dog("Dolly")
implicitly[Dog <:< Animal]

More generally, the assignment val a: A = b: B compiles...