警告:微积分。我并不打算完全认真地回答这个问题,因为它更像是一个大锤胡桃夹子。但这是我随身携带的大锤,那为什么不做一些运动呢?除了这可能比提问者想知道的要多,对此我深表歉意。这是试图挖掘已经提出的明智答案背后的更深层次的结构。
可微函子类至少提供以下部分。
class (Functor f, Functor (D f)) => Diff (f :: * -> *) where
type D f :: * -> *
up :: (I :*: D f) :-> f
down :: f :-> (f :.: (I :*: D f))
我想我最好解开其中的一些定义。它们是组合函子的基本工具包。这东西
type (f :-> g) = forall a. f a -> g a
容器操作的多态函数类型的缩写。
这里是容器的常量、标识、组成、总和和乘积。
newtype K a x = K a deriving (Functor, Foldable, Traversable, Show)
newtype I x = I x deriving (Functor, Foldable, Traversable, Show)
newtype (f :.: g) x = C {unC :: f (g x)} deriving (Functor, Foldable, Traversable, Show)
data (f :+: g) x = L (f x) | R (g x) deriving (Functor, Foldable, Traversable, Show)
data (f :*: g) x = f x :*: g x deriving (Functor, Foldable, Traversable, Show)
D 通过通常的微积分规则计算函子的导数。它告诉我们如何为一个元素表示一个单孔上下文。让我们再次阅读这些操作的类型。
up :: (I :*: D f) :-> f
说我们可以从一对 one 元素和f 中该元素的上下文组成一个完整的f。它是“向上”,因为我们在一个层次结构中向上导航,关注整体而不是一个元素。
down :: f :-> (f :.: (I :*: D f))
同时,我们可以用 its 上下文将每个元素装饰在一个可微的函子结构中,计算“向下”到特定元素的所有方法。
我将把基本组件的Diff 实例留到这个答案的末尾。对于我们得到的列表
instance Diff [] where
type D [] = [] :*: []
up (I x :*: (xs :*: ys)) = xs ++ x : ys
down [] = C []
down (x : xs) = C ((I x :*: ([] :*: xs)) :
fmap (id *:* ((x :) *:* id)) (unC (down xs)))
在哪里
(*:*) :: (f a -> f' a) -> (g a -> g' a) -> (f :*: g) a -> (f' :*: g') a
(ff' *:* gg') (f :*: g) = ff' f :*: gg' g
例如,
> unC (down [0,1,2])
[I 0 :*: ([] :*: [1,2]),I 1 :*: ([0] :*: [2]),I 2 :*: ([0,1] :*: [])]
依次挑选出每个在上下文中的元素。
如果f 也是Foldable,我们得到一个广义的!! 运算符...
getN :: (Diff f, Foldable f) => f x -> Int -> (I :*: D f) x
getN f n = foldMap (: []) (unC (down f)) !! n
...额外的好处是我们可以获取元素的上下文以及元素本身。
> getN "abcd" 2
I 'c' :*: ("ab" :*: "d")
> getN ((I "a" :*: I "b") :*: (I "c" :*: I "d")) 2
I "c" :*: R ((I "a" :*: I "b") :*: L (K () :*: I "d"))
如果我们想要一个函子提供两个元素的交换,它最好是两次可微的,它的导数最好也是可折叠的。来了。
swapN :: (Diff f, Diff (D f), Foldable f, Foldable (D f)) =>
Int -> Int -> f x -> f x
swapN i j f = case compare i j of
{ LT -> go i j ; EQ -> f ; GT -> go j i } where
go i j = up (I y :*: up (I x :*: f'')) where
I x :*: f' = getN f i -- grab the left thing
I y :*: f'' = getN f' (j - 1) -- grab the right thing
现在可以很容易地取出两个元素并以相反的方式将它们重新插入。如果我们对位置进行编号,我们只需要注意移除元素重新编号位置的方式。
> swapN 1 3 "abcde"
"adcbe"
> swapN 1 2 ((I "a" :*: I "b") :*: (I "c" :*: I "d"))
(I "a" :*: I "c") :*: (I "b" :*: I "d")
与以往一样,您无需深入挖掘有趣的编辑操作即可找到一些不同的工作结构。
为了完整性。以下是上述涉及的其他实例。
instance Diff (K a) where -- constants have zero derivative
type D (K a) = K Void
up (_ :*: K z) = absurd z
down (K a) = C (K a)
instance Diff I where -- identity has unit derivative
type D I = K ()
up (I x :*: K ()) = I x
down (I x) = C (I (I x :*: K ()))
instance (Diff f, Diff g) => Diff (f :+: g) where -- commute with +
type D (f :+: g) = D f :+: D g
up (I x :*: L f') = L (up (I x :*: f'))
up (I x :*: R g') = R (up (I x :*: g'))
down (L f) = C (L (fmap (id *:* L) (unC (down f))))
down (R g) = C (R (fmap (id *:* R) (unC (down g))))
instance (Diff f, Diff g) => Diff (f :*: g) where -- product rule
type D (f :*: g) = (D f :*: g) :+: (f :*: D g)
up (I x :*: (L (f' :*: g))) = up (I x :*: f') :*: g
up (I x :*: (R (f :*: g'))) = f :*: up (I x :*: g')
down (f :*: g) = C (fmap (id *:* (L . (:*: g))) (unC (down f))
:*: fmap (id *:* (R . (f :*:))) (unC (down g)))
instance (Diff f, Diff g) => Diff (f :.: g) where -- chain rule
type D (f :.: g) = (D f :.: g) :*: D g
up (I x :*: (C f'g :*: g')) = C (up (I (up (I x :*: g')) :*: f'g))
down (C fg) = C (C (fmap inner (unC (down fg)))) where
inner (I g :*: f'g) = fmap wrap (unC (down g)) where
wrap (I x :*: g') = I x :*: (C f'g :*: g')