total descendants:: total children::1 3 ❤️ |
Freshman Haskell programmer fac n = if n == 0 then 1 else n * fac (n-1) Sophomore Haskell programmer, at MIT (studied Scheme as a freshman) fac = ((n) -> (if ((==) n 0) then 1 else ((*) n (fac ((-) n 1))))) Junior Haskell programmer (beginning Peano player) fac 0 = 1 fac (n+1) = (n+1) * fac n Another junior Haskell programmer (read that n+k patterns are “a disgusting part of Haskell” [1] and joined the “Ban n+k patterns”-movement [2]) fac 0 = 1 fac n = n * fac (n-1) Senior Haskell programmer (voted for Nixon Buchanan Bush — “leans right”) fac n = foldr (*) 1 [1..n] Another senior Haskell programmer (voted for McGovern Biafra Nader — “leans left”) fac n = foldl (*) 1 [1..n] Yet another senior Haskell programmer (leaned so far right he came back left again!) -- using foldr to simulate foldl fac n = foldr (x g n -> g (x*n)) id [1..n] 1 Memoizing Haskell programmer (takes Ginkgo Biloba daily) facs = scanl (*) 1 [1..] fac n = facs !! n Pointless (ahem) “Points-free” Haskell programmer (studied at Oxford) fac = foldr (*) 1 . enumFromTo 1 Iterative Haskell programmer (former Pascal programmer) fac n = result (for init next done) where init = (0,1) next (i,m) = (i+1, m * (i+1)) done (i,_) = i==n result (_,m) = m for i n d = until d n i Iterative one-liner Haskell programmer (former APL and C programmer) fac n = snd (until ((>n) . fst) ((i,m) -> (i+1, i*m)) (1,1)) Accumulating Haskell programmer (building up to a quick climax) facAcc a 0 = a facAcc a n = facAcc (n*a) (n-1) fac = facAcc 1 Continuation-passing Haskell programmer (raised RABBITS in early years, then moved to New Jersey) facCps k 0 = k 1 facCps k n = facCps (k . (n *)) (n-1) fac = facCps id Boy Scout Haskell programmer (likes tying knots; always “reverent,” he belongs to the Church of the Least Fixed-Point [8]) y f = f (y f) fac = y (f n -> if (n==0) then 1 else n * f (n-1)) Combinatory Haskell programmer (eschews variables, if not obfuscation; all this currying’s just a phase, though it seldom hinders) s f g x = f x (g x) k x y = x b f g x = f (g x) c f g x = f x g y f = f (y f) cond p f g x = if p x then f x else g x fac = y (b (cond ((==) 0) (k 1)) (b (s (*)) (c b pred))) List-encoding Haskell programmer (prefers to count in unary) arb = () -- "undefined" is also a good RHS, as is "arb" :) listenc n = replicate n arb listprj f = length . f . listenc listprod xs ys = [ i (x,y) | x<-xs, y<-ys ] where i _ = arb facl [] = listenc 1 facl n@(_:pred) = listprod n (facl pred) fac = listprj facl Interpretive Haskell programmer (never “met a language” he didn't like) -- a dynamically-typed term language data Term = Occ Var | Use Prim | Lit Integer | App Term Term | Abs Var Term | Rec Var Term type Var = String type Prim = String -- a domain of values, including functions data Value = Num Integer | Bool Bool | Fun (Value -> Value) instance Show Value where show (Num n) = show n show (Bool b) = show b show (Fun _) = "" prjFun (Fun f) = f prjFun _ = error "bad function value" prjNum (Num n) = n prjNum _ = error "bad numeric value" prjBool (Bool b) = b prjBool _ = error "bad boolean value" binOp inj f = Fun (i -> (Fun (j -> inj (f (prjNum i) (prjNum j))))) -- environments mapping variables to values type Env = [(Var, Value)] getval x env = case lookup x env of Just v -> v Nothing -> error ("no value for " ++ x) -- an environment-based evaluation function eval env (Occ x) = getval x env eval env (Use c) = getval c prims eval env (Lit k) = Num k eval env (App m n) = prjFun (eval env m) (eval env n) eval env (Abs x m) = Fun (v -> eval ((x,v) : env) m) eval env (Rec x m) = f where f = eval ((x,f) : env) m -- a (fixed) "environment" of language primitives times = binOp Num (*) minus = binOp Num (-) equal = binOp Bool (==) cond = Fun (b -> Fun (x -> Fun (y -> if (prjBool b) then x else y))) prims = [ ("*", times), ("-", minus), ("==", equal), ("if", cond) ] -- a term representing factorial and a "wrapper" for evaluation facTerm = Rec "f" (Abs "n" (App (App (App (Use "if") (App (App (Use "==") (Occ "n")) (Lit 0))) (Lit 1)) (App (App (Use "*") (Occ "n")) (App (Occ "f") (App (App (Use "-") (Occ "n")) (Lit 1)))))) fac n = prjNum (eval [] (App facTerm (Lit n))) Static Haskell programmer (he does it with class, he’s got that fundep Jones! After Thomas Hallgren’s “Fun with Functional Dependencies” [7]) -- static Peano constructors and numerals data Zero data Succ n type One = Succ Zero type Two = Succ One type Three = Succ Two type Four = Succ Three -- dynamic representatives for static Peanos zero = undefined :: Zero one = undefined :: One two = undefined :: Two three = undefined :: Three four = undefined :: Four -- addition, a la Prolog class Add a b c | a b -> c where add :: a -> b -> c instance Add Zero b b instance Add a b c => Add (Succ a) b (Succ c) -- multiplication, a la Prolog class Mul a b c | a b -> c where mul :: a -> b -> c instance Mul Zero b Zero instance (Mul a b c, Add b c d) => Mul (Succ a) b d -- factorial, a la Prolog class Fac a b | a -> b where fac :: a -> b instance Fac Zero One instance (Fac n k, Mul (Succ n) k m) => Fac (Succ n) m -- try, for "instance" (sorry): -- -- :t fac four Beginning graduate Haskell programmer (graduate education tends to liberate one from petty concerns about, e.g., the efficiency of hardware-based integers) -- the natural numbers, a la Peano data Nat = Zero | Succ Nat -- iteration and some applications iter z s Zero = z iter z s (Succ n) = s (iter z s n) plus n = iter n Succ mult n = iter Zero (plus n) -- primitive recursion primrec z s Zero = z primrec z s (Succ n) = s n (primrec z s n) -- two versions of factorial fac = snd . iter (one, one) ((a,b) -> (Succ a, mult a b)) fac' = primrec one (mult . Succ) -- for convenience and testing (try e.g. "fac five") int = iter 0 (1+) instance Show Nat where show = show . int (zero : one : two : three : four : five : _) = iterate Succ Zero Origamist Haskell programmer (always starts out with the “basic Bird fold”) -- (curried, list) fold and an application fold c n [] = n fold c n (x:xs) = c x (fold c n xs) prod = fold (*) 1 -- (curried, boolean-based, list) unfold and an application unfold p f g x = if p x then [] else f x : unfold p f g (g x) downfrom = unfold (==0) id pred -- hylomorphisms, as-is or "unfolded" (ouch! sorry ...) refold c n p f g = fold c n . unfold p f g refold' c n p f g x = if p x then n else c (f x) (refold' c n p f g (g x)) -- several versions of factorial, all (extensionally) equivalent fac = prod . downfrom fac' = refold (*) 1 (==0) id pred fac'' = refold' (*) 1 (==0) id pred Cartesianally-inclined Haskell programmer (prefers Greek food, avoids the spicy Indian stuff; inspired by Lex Augusteijn’s “Sorting Morphisms” [3]) -- (product-based, list) catamorphisms and an application cata (n,c) [] = n cata (n,c) (x:xs) = c (x, cata (n,c) xs) mult = uncurry (*) prod = cata (1, mult) -- (co-product-based, list) anamorphisms and an application ana f = either (const []) (cons . pair (id, ana f)) . f cons = uncurry (:) downfrom = ana uncount uncount 0 = Left () uncount n = Right (n, n-1) -- two variations on list hylomorphisms hylo f g = cata g . ana f hylo' f (n,c) = either (const n) (c . pair (id, hylo' f (c,n))) . f pair (f,g) (x,y) = (f x, g y) -- several versions of factorial, all (extensionally) equivalent fac = prod . downfrom fac' = hylo uncount (1, mult) fac'' = hylo' uncount (1, mult) Ph.D. Haskell programmer (ate so many bananas that his eyes bugged out, now he needs new lenses!) -- explicit type recursion based on functors newtype Mu f = Mu (f (Mu f)) deriving Show in x = Mu x out (Mu x) = x -- cata- and ana-morphisms, now for *arbitrary* (regular) base functors cata phi = phi . fmap (cata phi) . out ana psi = in . fmap (ana psi) . psi -- base functor and data type for natural numbers, -- using a curried elimination operator data N b = Zero | Succ b deriving Show instance Functor N where fmap f = nelim Zero (Succ . f) nelim z s Zero = z nelim z s (Succ n) = s n type Nat = Mu N -- conversion to internal numbers, conveniences and applications int = cata (nelim 0 (1+)) instance Show Nat where show = show . int zero = in Zero suck = in . Succ -- pardon my "French" (Prelude conflict) plus n = cata (nelim n suck ) mult n = cata (nelim zero (plus n)) -- base functor and data type for lists data L a b = Nil | Cons a b deriving Show instance Functor (L a) where fmap f = lelim Nil (a b -> Cons a (f b)) lelim n c Nil = n lelim n c (Cons a b) = c a b type List a = Mu (L a) -- conversion to internal lists, conveniences and applications list = cata (lelim [] (:)) instance Show a => Show (List a) where show = show . list prod = cata (lelim (suck zero) mult) upto = ana (nelim Nil (diag (Cons . suck)) . out) diag f x = f x x fac = prod . upto Post-doc Haskell programmer (from Uustalu, Vene and Pardo’s “Recursion Schemes from Comonads” [4]) -- explicit type recursion with functors and catamorphisms newtype Mu f = In (f (Mu f)) unIn (In x) = x cata phi = phi . fmap (cata phi) . unIn -- base functor and data type for natural numbers, -- using locally-defined "eliminators" data N c = Z | S c instance Functor N where fmap g Z = Z fmap g (S x) = S (g x) type Nat = Mu N zero = In Z suck n = In (S n) add m = cata phi where phi Z = m phi (S f) = suck f mult m = cata phi where phi Z = zero phi (S f) = add m f -- explicit products and their functorial action data Prod e c = Pair c e outl (Pair x y) = x outr (Pair x y) = y fork f g x = Pair (f x) (g x) instance Functor (Prod e) where fmap g = fork (g . outl) outr -- comonads, the categorical "opposite" of monads class Functor n => Comonad n where extr :: n a -> a dupl :: n a -> n (n a) instance Comonad (Prod e) where extr = outl dupl = fork id outr -- generalized catamorphisms, zygomorphisms and paramorphisms gcata :: (Functor f, Comonad n) => (forall a. f (n a) -> n (f a)) -> (f (n c) -> c) -> Mu f -> c gcata dist phi = extr . cata (fmap phi . dist . fmap dupl) zygo chi = gcata (fork (fmap outl) (chi . fmap outr)) para :: Functor f => (f (Prod (Mu f) c) -> c) -> Mu f -> c para = zygo In -- factorial, the *hard* way! fac = para phi where phi Z = suck zero phi (S (Pair f n)) = mult f (suck n) -- for convenience and testing int = cata phi where phi Z = 0 phi (S f) = 1 + f instance Show (Mu N) where show = show . int Tenured professor (teaching Haskell to freshmen) fac n = product [1..n] |
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