It has classes

    • the_river_cass [she/her]
      ·
      4 years ago

      I'll attempt a more thorough explanation, let me know if this makes any sense.

      so I've got a type that represents some operations I want to provide:

      data Op = Plus Int Int | Mul Int Int
      

      I can turn that into a Functor by swapping the concrete values for a type variable:

      data Op a = Plus a a | Mul a a
      

      I'm doing this because I want to be able to compose these operations together - I should be able to freely sequence them however I like. so I can pass Op values in for a and nest them as deep as I like. I can also write an interpreter for Op values by breaking it down by cases and doing the obvious thing:

      eval :: OP Int ->Int
      eval (Plus a b) = a + b
      eval (Mul a b) = a * b
      

      I give that type the obvious, dumb Functor instance, nothing special (exercise left for the reader). then, I can pass Op to a function (liftFree) that turns it into a monad:

      liftFree :: Functor f => f a -> Free f a
      

      (I'm going to skip the actual definition of Free as it's just a type out of the standard library)

      so I can use liftFree to turn the basic operations on Op (Plus and Mul) into monadic operations that are allowed to use do-notation:

      plus :: a -> a -> Free Op a
      plus a b = liftFree (Plus a b) 
      mul :: a -> a -> Free Op a
      mul a b = lift Free (Mul a b) 
      calculation :: Free Op Int
      calculation = do
          a <- plus 2 3
          b <- mul a 5
          plus a b
      

      foldFree then allows me to pass it an interpreter function that evaluates my Op and turn it back into a regular value (like the obvious one I mentioned previously).

      foldFree :: Functor f => (f r -> r) -> Free f r -> r
      (foldFree eval calculation) :: Int
      

      BUT because I can pass any interpreter I want, I've decoupled evaluation from the definition of the actions I'd like to take. so I could, instead of using an interpreter that calculated the final value, pass in one that pretty-printed it instead, or does a dry-run, etc..

      prettyPrint :: Op String -> String
      foldFree prettyPrint (fmap show calculation) 
      

      so I can define actions that do a bunch of crazy IO stuff when called with a regular interpreter and run them instead with an interpreter that just sequences the operations and their arguments such that I can unit test that code without doing a bunch of mocking, etc.

      I use a version of this trick wherever I can get away with it, even where I can't actually give a monad instance (like rust), because the decoupling alone is super powerful.