Haskellify your Scala

Sep 10, 2012

After working with Scala daily for almost 3 years, I am still struggling to find the best practices for using it. Scala is a language of many choices and compromises: it does not do much to enforce a certain style.

One of the better guidelines was suggested by my colleagues, Pekka Enberg and Jussi Virtanen

Always consider what you would do in Haskell.

Let’s take an example.

Separate data and logic

In Haskell, the first step to solving any problem is to design the data types. That is followed by writing an appropriate set of referentially transparent functions, which transform that data model as necessary. A very clear separation of data and logic.

In imperative object-oriented programming, data and logic are more mixed. Classes contain data, but also provide the operations for manipulating that data.

How to apply the Haskell principle to Scala? One concrete example is that case classes should only contain data, while data manipulation functions live their own life in the companion object.

Here’s an example:

    case class Portfolio(positions: Map[Instrument, Quantity]) {
      def get(instrument: Instrument): Quantity = positions.getOrElse(instrument, 0L)

    object Portfolio {
      def add(a: Portfolio, b: Portfolio): Portfolio = {
        // whatever (sometimes complex) logic to add two portfolios
      def subtract(a: Portfolio, b: Portfolio): Portfolio = {
        // whatever (sometimes complex) logic to subtract two portfolios

Complex portfolio manipulation functions are not part of Portfolio case class, but part of the companion object instead. This provides a natural separation for data and logic. The example also contains one instance method, get, for the case class. There are two reasons for that. First, it is effectively part of the data model by defining the values for non-defined instruments. Second, it keeps the code using portfolios concise because get is called repeatedly for Portfolio objects all over the place.

To put this simply:

Do not write data manipulation logic to case classes

Following this convention establishes two things:

  • When writing code, it encourages to focus more on the data model
  • When reading and reviewing the code, the data model is more visible

While Haskell does not always have the right answers, keeping it as a role model certainly guides you towards more functional and data-oriented habits. Hence when writing scala, always imagine what you would do in Haskell. After that, use your judgement.


A software guy exploring (mostly) technical things.

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