mikrokosmos-0.5.0: source/Types.hs
module Types
( Type (Tvar, Arrow)
, typeinfer
, typeinference
, normalize
)
where
import Control.Monad
import Lambda
import qualified Data.Map as Map
-- | A type context is a map from deBruijn indices to types. Given
-- any lambda variable as a deBruijn index, it returns its type.
type Context = Map.Map Integer Type
-- | A type variable is an integer.
type Variable = Integer
-- | A type substitution is a function that can be applied to any type
-- to get a new one.
type Substitution = Type -> Type
-- | A type template is a free type variable or an arrow between two
-- types; that is, the function type.
data Type = Tvar Variable
| Arrow Type Type
| Times Type Type
| Union Type Type
| Unitty
| Bottom
deriving (Eq)
instance Show Type where
show (Tvar t) = typevariableNames !! (fromInteger t)
show (Arrow a b) = showparens a ++ " → " ++ show b
show (Times a b) = showparens a ++ " × " ++ showparens b
show (Union a b) = showparens a ++ " + " ++ showparens b
show (Unitty) = "⊤"
show (Bottom) = "⊥"
showparens :: Type -> String
showparens (Tvar t) = show (Tvar t)
showparens Unitty = show Unitty
showparens Bottom = show Bottom
showparens m = "(" ++ show m ++ ")"
-- | Creates the substitution given by the change of a variable for
-- the given type.
subs :: Variable -> Type -> Substitution
subs x typ (Tvar y)
| x == y = typ
| otherwise = Tvar y
subs x typ (Arrow a b) = Arrow (subs x typ a) (subs x typ b)
subs x typ (Times a b) = Times (subs x typ a) (subs x typ b)
subs x typ (Union a b) = Union (subs x typ a) (subs x typ b)
subs _ _ Unitty = Unitty
subs _ _ Bottom = Bottom
-- | Returns true if the given variable appears on the type.
occurs :: Variable -> Type -> Bool
occurs x (Tvar y) = x == y
occurs x (Arrow a b) = occurs x a || occurs x b
occurs x (Times a b) = occurs x a || occurs x b
occurs x (Union a b) = occurs x a || occurs x b
occurs _ (Unitty) = False
occurs _ (Bottom) = False
-- | Unifies two types with their most general unifier. Returns the substitution
-- that transforms any of the types into the unifier.
unify :: Type -> Type -> Maybe Substitution
unify (Tvar x) (Tvar y)
| x == y = Just id
| otherwise = Just (subs x (Tvar y))
unify (Tvar x) b
| occurs x b = Nothing
| otherwise = Just (subs x b)
unify a (Tvar y)
| occurs y a = Nothing
| otherwise = Just (subs y a)
unify (Arrow a b) (Arrow c d) = do
p <- unify b d
q <- unify (p a) (p c)
return (q . p)
unify (Times a b) (Times c d) = do
p <- unify b d
q <- unify (p a) (p c)
return (q . p)
unify (Union a b) (Union c d) = do
p <- unify b d
q <- unify (p a) (p c)
return (q . p)
unify Unitty Unitty = Just id
unify Bottom Bottom = Just id
unify _ _ = Nothing
-- | Apply a substitution to all the types on a type context.
applyctx :: Substitution -> Context -> Context
applyctx = Map.map
-- | The empty context.
emptyctx :: Context
emptyctx = Map.empty
-- | Increments all the indices of a given context. It is useful for
-- adapting the context to a new scope.
incrementindices :: Context -> Context
incrementindices = Map.mapKeys succ
-- | Type inference algorithm. Infers a type from a given context and expression
-- with a set of constraints represented by a unifier type. The result type must
-- be unifiable with this given type.
typeinfer :: [Variable] -- ^ List of fresh variables
-> Context -- ^ Type context
-> Exp -- ^ Lambda expression whose type has to be inferred
-> Type -- ^ Constraint
-> Maybe Substitution
typeinfer [] _ _ _ = Nothing
typeinfer [_] _ _ _ = Nothing
typeinfer _ ctx (Var n) b
| Map.member n ctx = do
var <- Map.lookup n ctx
unify var b
| otherwise = Nothing
typeinfer (x:vars) ctx (App p q) b = do
sigma <- typeinfer (evens vars) ctx p (Arrow (Tvar x) b)
tau <- typeinfer (odds vars) (applyctx sigma ctx) q (sigma (Tvar x))
return (tau . sigma)
where
odds [] = []
odds [_] = []
odds (_:e:xs) = e : odds xs
evens [] = []
evens [e] = [e]
evens (e:_:xs) = e : evens xs
typeinfer (a:x:vars) ctx (Lambda p) b = do
sigma <- unify b (Arrow (Tvar a) (Tvar x))
let nctx = applyctx sigma (Map.insert 1 (sigma $ Tvar a) (incrementindices ctx))
tau <- typeinfer vars nctx p (sigma $ Tvar x)
return (tau . sigma)
typeinfer (x:y:vars) ctx (Pair m n) a = do
sigma <- unify a (Times (Tvar x) (Tvar y))
tau <- typeinfer (evens vars) (applyctx sigma ctx) m (sigma (Tvar x))
rho <- typeinfer (odds vars) (applyctx (tau . sigma) ctx) n (tau (sigma (Tvar y)))
return (rho . tau . sigma)
where
odds [] = []
odds [_] = []
odds (_:e:xs) = e : odds xs
evens [] = []
evens [e] = [e]
evens (e:_:xs) = e : evens xs
typeinfer (y:vars) ctx (Pi1 m) a = typeinfer vars ctx m (Times a (Tvar y))
typeinfer (x:vars) ctx (Pi2 m) b = typeinfer vars ctx m (Times (Tvar x) b)
typeinfer (x:y:vars) ctx (Inl m) a = do
sigma <- unify a (Union (Tvar x) (Tvar y))
tau <- typeinfer vars (applyctx sigma ctx) m (sigma (Tvar x))
return (tau . sigma)
typeinfer (x:y:vars) ctx (Inr m) a = do
sigma <- unify a (Union (Tvar x) (Tvar y))
tau <- typeinfer vars (applyctx sigma ctx) m (sigma (Tvar y))
return (tau . sigma)
typeinfer (x:y:vars) ctx (Caseof m f g) a = do
sigma <- typeinfer (third1 vars) ctx f (Arrow (Tvar x) a)
tau <- typeinfer (third2 vars) (applyctx sigma ctx) g (Arrow (sigma $ Tvar y) (sigma a))
rho <- typeinfer (third3 vars) (applyctx (tau . sigma) ctx) m (Union (tau . sigma $ Tvar x) (tau . sigma $ Tvar y))
return (rho . tau . sigma)
where
third1 [] = []
third1 [_] = []
third1 [_,_] = []
third1 (_:_:e:xs) = e : third1 xs
third2 [] = []
third2 [_] = []
third2 [_,e] = [e]
third2 (_:e:_:xs) = e : third2 xs
third3 [] = []
third3 [e] = [e]
third3 [e,_] = [e]
third3 (e:_:_:xs) = e : third3 xs
typeinfer _ _ Unit a = unify Unitty a
typeinfer vars ctx (Abort m) _ = typeinfer vars ctx m Bottom
typeinfer vars ctx (Absurd m) a = do
sigma <- unify Bottom a
tau <- typeinfer vars (applyctx sigma ctx) m Bottom
return (tau . sigma)
-- | Type inference of a lambda expression.
typeinference :: Exp -> Maybe Type
typeinference e = normalize <$> (typeinfer variables emptyctx e (Tvar 0) <*> pure (Tvar 0))
-- | List of possible variable names.
typevariableNames :: [String]
typevariableNames = concatMap (`replicateM` ['A'..'Z']) [1..]
-- | Infinite list of variables.
variables :: [Variable]
variables = [1..]
-- | Substitutes a set of type variables on a type template for the smaller
-- possible ones.
normalizeTemplate :: Map.Map Integer Integer -> Integer -> Type -> (Map.Map Integer Integer, Integer)
normalizeTemplate sub n (Tvar m) = case Map.lookup m sub of
Just _ -> (sub, n)
Nothing -> (Map.insert m n sub, succ n)
normalizeTemplate sub n (Arrow a b) =
let (nsub, nn) = normalizeTemplate sub n a in normalizeTemplate nsub nn b
normalizeTemplate sub n (Times a b) =
let (nsub, nn) = normalizeTemplate sub n a in normalizeTemplate nsub nn b
normalizeTemplate sub n (Union a b) =
let (nsub, nn) = normalizeTemplate sub n a in normalizeTemplate nsub nn b
normalizeTemplate sub n Unitty = (sub, n)
normalizeTemplate sub n Bottom = (sub, n)
-- | Applies a set of variable substitutions to a type to normalize it.
applynormalization :: Map.Map Integer Integer -> Type -> Type
applynormalization sub (Tvar m) = case Map.lookup m sub of
Just n -> (Tvar n)
Nothing -> (Tvar m)
applynormalization sub (Arrow a b) = Arrow (applynormalization sub a) (applynormalization sub b)
applynormalization sub (Times a b) = Times (applynormalization sub a) (applynormalization sub b)
applynormalization sub (Union a b) = Union (applynormalization sub a) (applynormalization sub b)
applynormalization _ Unitty = Unitty
applynormalization _ Bottom = Bottom
-- | Normalizes a type, that is, substitutes the set of type variables for
-- the smaller possible ones.
normalize :: Type -> Type
normalize t = applynormalization (fst $ normalizeTemplate Map.empty 0 t) t