From a920b9ff1376660aa80faa91f0e3decc3a8121c5 Mon Sep 17 00:00:00 2001 From: Sanchayan Maity Date: Mon, 15 Apr 2024 23:17:57 +0530 Subject: [PATCH] Presentation on Haskell applicative --- applicative/Makefile | 11 ++ applicative/applicative-slideshow.pdf | Bin 0 -> 232824 bytes applicative/applicative.md | 193 ++++++++++++++++++++++++++ applicative/applicative.pdf | Bin 0 -> 209727 bytes applicative/style.tex | 1 + 5 files changed, 205 insertions(+) create mode 100644 applicative/Makefile create mode 100644 applicative/applicative-slideshow.pdf create mode 100644 applicative/applicative.md create mode 100644 applicative/applicative.pdf create mode 100644 applicative/style.tex diff --git a/applicative/Makefile b/applicative/Makefile new file mode 100644 index 0000000..9371581 --- /dev/null +++ b/applicative/Makefile @@ -0,0 +1,11 @@ +all: + make slide slideshow + +slide: + pandoc -t beamer --include-in-header=./style.tex applicative.md -f markdown-implicit_figures -V colorlinks=true -V linkcolor=blue -V urlcolor=red -o applicative.pdf + +slideshow: + pandoc -t beamer --include-in-header=./style.tex applicative.md -f markdown-implicit_figures -V colorlinks=true -V linkcolor=blue -V urlcolor=red -i -o applicative-slideshow.pdf + +view: + zathura --mode=presentation applicative.pdf & diff --git a/applicative/applicative-slideshow.pdf b/applicative/applicative-slideshow.pdf new file mode 100644 index 0000000000000000000000000000000000000000..fd49b90c97dae14e68084ae379b926c9a02e8729 GIT binary patch literal 232824 zcmd431zZ*1w?2Fh-Q6JF-HoJ3gS3Rw-6bMOBOo1uGzcgmC5<30oze}0lu9EY@Xk4a z`iFlS2c4NX-9h}M+b8UH%h_Zf+eN9O9lf10XrFt8%VOXfYQ#`%h<)y!P>^%!P?Per*VdaPUY#8_-J( zv;&>Lx_|>PEF28{kr%dU$78D#ZlPe+i zsFty}M06pOH35@8j0=D-tWHIs!UsRqt@;(g;@&kHc zTFZnkHo8fj(}0tIY#LY>;aR)`lx2_})cV-Topp=bvbwPM6&?;Ljx|qFLfU7oht@H* z4gL41+`}qUZr*%w_)QN%ig=s z;Z50kcu{df`mVQ!u!srJL#lVQb=lk@TQN`29H86(h=Keg#8xQ}UC!pG=2QkCc zxx-RZ;Qs!!4P?zMGT-ML@3vqzAhF0t^B%y>XOvy?EJ10OAP{8m~BWa 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Applicative + +# Functor[^1][^2] + +```haskell +class Functor f where + fmap :: (a -> b) -> f a -> f b + (<$) :: a -> f b -> f a +``` + +Functors Laws + +- Must preserve identity + +```haskell +fmap id = id +``` + +- Must preserve composition of morphism + +```haskell +fmap (f . g) == fmap f . fmap g +``` + +[^1]: [Category Design Pattern](https://www.haskellforall.com/2012/08/the-category-design-pattern.html) +[^2]: [Functor Design Pattern](https://www.haskellforall.com/2012/09/the-functor-design-pattern.html) + +# Higher order kinds[^3] + +- For something to be a functor, it has to be a first order kind. + +[^3]: [Haskell's Kind System](https://diogocastro.com/blog/2018/10/17/haskells-kind-system-a-primer/) + +# Applicative + +```haskell +class Functor f => Applicative (f :: TYPE -> TYPE) where + pure :: a -> f a + (<*>) :: f (a -> b) -> f a -> f b +``` + +```haskell +(<$>) :: Functor f => (a -> b) -> f a -> f b +(<*>) :: Applicative f => f (a -> b) -> f a -> f b +``` + +```haskell +fmap f x = pure f <*> x +``` + +# Examples + +```haskell +pure (+1) <*> [1..3] +[2, 3, 4] + +[(*2), (*3)] <*> [4, 5] +[8,10,12,15] + +("Woo", (+1)) <*> (" Hoo!", 0) +("Woo Hoo!", 1) + +(Sum 2, (+1)) <*> (Sum 0, 0) +(Sum {getSum = 2}, 1) + +(Product 3, (+9)) <*> (Product 2, 8) +(Product {getProduct = 6}, 17) + +(,) <$> [1, 2] <*> [3, 4] +[(1,3),(1,4),(2,3),(2,4)] +``` + +# Lifting + +- Seeing Functor as unary lifting and Applicative as n-ary lifting + +```haskell +liftA0 :: Applicative f => (a) -> (f a) +liftA1 :: Functor f => (a -> b) -> (f a -> f b) +liftA2 :: Applicative f => (a -> b -> c) -> (f a -> f b -> f c) +liftA3 :: Applicative f => (a -> b -> c -> d) -> (f a -> f b -> f c -> f d) +liftA4 :: Applicative f => .. +``` + +Where `liftA0 = pure` and `liftA1 = fmap`. + +# Monoidal functors + +- Remember Monoid? + +```haskell +class Monoid m where + mempty :: m + mappend :: m -> m -> m +``` + +```haskell +($) :: (a -> b) -> a -> b +(<$>) :: (a -> b) -> f a -> f b +(<*>) :: f (a -> b) -> f a -> f b + +mappend :: f f f +($) :: (a -> b) -> a -> b +<*> :: f (a -> b) -> f a -> f b + +instance Monoid a => Applicative ((,) a) where + pure x = (mempty, x) + (u, f) <*> (v, x) = (u `mappend` v, f x) +``` + +# Function apply + +- Applying a function to an `effectful` argument + +```haskell +(<$>) :: Functor m => (a -> b) -> m a -> m b +(<*>) :: Applicative m => m (a -> b) -> m a -> m b +(=<<) :: Monad m => (a -> m b) -> m a -> m b +``` + +# Contrasts with monad + +- No data dependency between `f a` and `f b` +- Result of `f a` can't possibly influence the behaviour of `f b` +- That needs something like `a -> f b` + + +# Applicative laws + +```haskell +-- Identity +pure id <*> v = v + +-- Composition +pure (.) <*> u <*> v <*> w = u <*> (v <*> w) + +-- Homomorphism +pure f <*> pure x = pure (f x) + +-- Interchange +u <*> pure y = pure ($ y) <*> u +``` + +# Applicative vs monads + +- Applicative + * Effects + * Batching and aggregation + * Concurrency/Independent + - Parsing context free grammar + - Exploring all branches of computation (see `Alternative`) + +- Monads + * Effects + * Composition + * Sequence/Dependent + - Parsing context sensitive grammar + - Branching on previous results + +# Weaker but better + +- Weaker than monads but thus also more common +- Lends itself to optimisation (See Facebook's [Haxl](https://hackage.haskell.org/package/haxl) project) +- Always opt for the least powerful mechanism to get things done +- No dependency issues or branching? just use applicative + +# Resources + +- [Applicative Programming with Effects](https://www.staff.city.ac.uk/~ross/papers/Applicative.html) +- [optparse-applicative](https://hackage.haskell.org/package/optparse-applicative) +- [Control Applicative](https://hackage.haskell.org/package/base-4.19.1.0/docs/Control-Applicative.html) + +# Questions + +- Reach out on + * Email: sanchayan@sanchayanmaity.net + * Mastodon: [sanchayanmaity.com](https://sanchayanmaity.com/@sanchayan) + * Telegram: [t.me/SanchayanMaity](https://t.me/SanchayanMaity) + * Blog: [sanchayanmaity.net](https://sanchayanmaity.net/) diff --git a/applicative/applicative.pdf b/applicative/applicative.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b55e4bfe03bcb8d7017eecd28295a1af06827d8e GIT binary patch literal 209727 zcmd431zZ*1w?2Fh-Q6JF-HoJ3gS3Rw-6bMOBOo1uGzcgmC5<30oze}0lu9EY@Xk4a z`iFlS2c4NX-9h}M+b8UH%h_Zf+eN9O9lf10XrFt8%VOXfYQ#`%h<)y!P>^%!P?Per*VdaPUY#8_-J( zv;&>Lx_|>PEF28{kr%dU$78D#ZlPe+i zsFty}M06pOH35@8j0=D-tWHIs!UsRqt@;(g;@&kHc zTFZnkHo8fj(}0tIY#LY>;aR)`lx2_})cV-Topp=bvbwPM6&?;Ljx|qFLfU7oht@H* z4gL41+`}qUZr*%w_)QN%ig=s z;Z50kcu{df`mVQ!u!srJL#lVQb=lk@TQN`29H86(h=Keg#8xQ}UC!pG=2QkCc zxx-RZ;Qs!!4P?zMGT-ML@3vqzAhF0t^B%y>XOvy?EJ10OAP{8m~BWa zvYo>v=xqj%1j>v1TAMK=SC;mNNN$LQdu{uRLVRbK$YI&S{rYx^cC7!Wox?u~2|5DI z>zDT?s=BBya{tFjd#-4D|7OUke-M+NmVhxv8TM()xd?`K5eB}48q_eJqqztQ@&nFbo|x<(0vwxOgZwK(Z<`y0I@;Ii3Ls>SA%`FYHVDX84(&iQKi~w` 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