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

Using ValidatedNel


In this chapter, we have seen how we can model the possibility of an optional value with Option and the possibility of an error with Either. We demonstrated how these types can replace exceptions while guaranteeing referential transparency.

We also saw how we can combine several Option or Either types using flatMap. This works well when we have to check for optional values or errors sequentially—call function1; if there is no error, call function2; if there is no error, call function3. If any of these functions return an error, we return that error and stop the call chain, as shown in the following code:

def sequentialErrorHandling(x: String): Either[MyError, String] =
  for {
    a <- function1(x)
    b <- function2(a)
    c <- function3(b)
  } yield c

However, in some situations, we would want to call several functions in parallel and return all the errors that might have occurred. For instance, when you enter some personal details to purchase a product from an...