On Nov 15, 2010, at 9:43 AM, Ling Yang wrote:

Specifically: There are some DSLs that can be largely expressed as monads,
that inherently play nicely with expressions on non-monadic values.

This, to me, is a big hint that applicative functors could be useful.  Every monad is an applicative functor.  Given a monad instance for F, you can do:

instance Applicative F where
  pure  = return
(<*>) = ap

 <$> is an alias of fmap.  <*> can be interpreted as a kind of "lifting" product operator (Examine the types as you learn it.  The notation will become transparent once you "get it").  So you write expressions like:

data F a = F a  -- We'll assume F is instantiated as a monad
data Foo = Foo Int Int Int

foo :: F Foo
foo = Foo <$> monad_action_that_returns_an_int_for_your_first_argument
   <*> monad_action_that_returns_an_int_for_your_second_argument
          <*> monad_action_that_etc



Your test

test = liftM2 (+) (coin 0.5) (coin 0.5)

translates to:

test = (+) <$> (coin 0.5) 
  <*> (coin 0.5)

You can't really express a test in 5 arguments (I think there's no liftM5...) but it's easy with <$> and <*>:

test = Five <$> one
            <*> two
            <*> three
            <*> four
            <*> five