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.