Haskell 笔记:Applicative

2018-11-18 Xie Jingyi 更多博文 » 博客 » GitHub »

Haskell

原文链接 https://hsfzxjy.github.io/haskell-applicative/
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Motivation

Functor solves the problem of mapping regular one-parameter functions into a sub-category, but that's not easy for functions with more than one parameters.

Let's consider a function with two parameters f :: a -> b -> c, which can also read as a -> (b -> c). Applying fmap on f, we will get fmap f :: m a -> m (b -> c). There's still some distance from what we want: f' :: m a -> m b -> m c. To get f', we need a transform from m (b -> c) to m b -> m c. Here we denote it as <*> :: m (b -> c) -> m b -> m c. We will later show that such transform is universal for functions with more parameters.

Now consider a function with three parameters f :: a -> b -> c -> d. We are going to transform it into a wrapped-value version, with the help of fmap and <*>.

f :: a -> b -> c -> d

(fmap f) :: m a -> m (b -> (c -> d))

\a_ b_ -> (fmap f a_) <*> b_
    :: m a -> m b -> m (c -> d)

\a_ b_ c_ -> ((fmap f a_) <*> b_) <*> c_
    :: m a -> m b -> m c -> (m d)

Here \a_ b_ c_ -> ((fmap f a_) <*> b_) <*> c_ is in the desired type. For most of the time, applying parameters directly is actually what we want, instead of the function itself, so the code could simply be written as ((fmap f a) <*> b) <*> c, where a, b and c are wrapped values. Parenthesis could be omitted if precedences are set properly, which leads to a neat and easy-to-read form:

f `fmap` a <*> b <*> c

In haskell, fmap has an infix name <$>. So finally we get: f <$> a <*> b <*> c.

Applicative

Haskell pre-defined a type class Applicative, which captures the pattern <*>. Any type that implements Applicative works well with <$> and <*>.

class Functor f => Applicative (f :: * -> *) where
  pure :: a -> f a
  (<*>) :: f (a -> b) -> f a -> f b
  GHC.Base.liftA2 :: (a -> b -> c) -> f a -> f b -> f c
  (*>) :: f a -> f b -> f b
  (<*) :: f a -> f b -> f a

Note that an Applicative is also a Functor. Apart from <*>, there are some other helper functions or operators in Applicative.

pure is equivalent to the default value constructor of f, e.g. (:[]) for List or Just for Maybe. This may be handful when lifting an unwrapped value to a wrapped one.

liftA2 transforms a binary operator to the corresponding version. The function exists as binary operators would be frequently passed among high-order functions.

*> takes two wrapped parameters and simply returns the second one, which sequence up two wrapped values. This is quite useful for Applicative with action semantics, such as IO. In fact, it's so useful that Haskell introduces a syntax sugar for it, known as the do-notation. Particularly:

do
    putStrLn "1"
    putStrLn "2"

is equivalent to

putStrLn "1" *> putStrLn "2"

<* is similar. Both will be reviewed while studying Monad.