SCALA: 2015

In this post I would like to present an example of Typeclass in Scala and compare it with the equivalent Haskell syntax.

The purpose of this article is to prove that Scala inherits lots of the elements and syntax from FP languages such as Haskell and is not just a Java++ with a nicer lambda expressions.

In this exercise we would like to implement a simple method:

Scala

def totalPrice[P:Priceable](ps:List[P]):Double // Scala

Haskell

totalPrice :: Priceable p => [p] -> Double -- Haskell

In order to compile the method we need to give a definition for Priceable. We want Priceable to be a Typeclass, all the priceable entities must provide a method to extract the price as Double.

Scala:

trait Priceable[-A] {
  def extractPrice(a:A):Double
}

Haskell:

class Priceable a where
  extractPrice :: a -> Double

Now that we have defined the Typeclass we can go back to our original method and provide the implementation:

Scala

package object exercise {
  def totalPrice[P:Priceable](ps:List[P]):Double = 
              ps.map(implicitly[Priceable[P]].extractPrice).reduce(_+_)
}

Haskell

totalPrice ps = foldr1 (+) (map extractPrice ps)

Finally we can create our entity Book:

Scala

case class Book(title:String, author:String, price:Double)

Haskell

data Book = Book { title::String, author::String, price::Double }

and make it member of Priceable:

Scala

object Book {
  implicit val bookPriceable = new Priceable[Book] {
    def extractPrice(book:Book):Double = book.price
  }
}

Haskell

instance Priceable Book where
  extractPrice book = price book

Now lets create few books and use the priceTotal function:

Scala

val book1 = Book("The Fellowship of the Ring", "J. R. R. Tolkien", 31.45)
val book2 = Book("The Da Vinci Code", "Dan Brown", 22.55)
val book3 = Book("Timeline", "Michael Crichton", 21.50)

val books = List(book1, book2, book3)

totalPrice(books) // res0 = 75.50

Haskell

book1 = Book "The Fellowship of the Ring" "J. R. R. Tolkien" 31.45
book2 = Book "The Da Vinci Code" "Dan Brown" 22.55
book3 = Book "Timeline" "Michael Crichton" 21.50

books = [book1, book2, book3]

totalPrice books -- res0 = 75.50

In Scala we can also wrap the List[P:Priceable] into an implicit class to have a more (.) oriented notation:

implicit class PriceableOp[P:Priceable](ps:List[P]) {
  lazy val totalPrice = exercise.totalPrice(ps)
}

So now in is possible to write:

val book1 = Book("The Fellowship of the Ring", "J. R. R. Tolkien", 31.45)
val book2 = Book("The Da Vinci Code", "Dan Brown", 22.55)
val book3 = Book("Timeline", "Michael Crichton", 21.50)

val books = List(book1, book2, book3)

val result = books.totalPrice

If you want to learn more about the usage of implicit in Scala, here is a post of method extension strategy via implicit:

http://patricknoir.blogspot.com.es/2014/12/method-extension-in-scala-with-implicit.html

Pages

Sunday, 18 October 2015

Typeclass in Scala and Haskell

Wednesday, 14 October 2015

Big Data in Action