{-# LANGUAGE TypeSynonymInstances, FlexibleInstances #-} module Warshall where {- construct a graph from constraints x + n <= y becomes x ---(-n)---> y x <= n + y becomes x ---(+n)---> y the default edge (= no edge is) labelled with infinity building the graph involves keeping track of the node names. We do this in a finite map, assigning consecutive numbers to nodes. -} import Control.Monad.State import Data.Maybe -- fromJust import Data.Array import Data.Map (Map) import qualified Data.Map as Map import qualified Data.List as List import Debug.Trace import Util traceSolve msg a = a -- trace msg a traceSolveM msg = return () -- traceM msg {- traceSolve msg a = trace msg a traceSolveM msg = traceM msg -} -- semi rings ---------------------------------------------------- class SemiRing a where oplus :: a -> a -> a otimes :: a -> a -> a ozero :: a -- neutral for oplus, dominant for otimes oone :: a -- neutral for otimes type Matrix a = Array (Int,Int) a -- assuming a square matrix warshall :: SemiRing a => Matrix a -> Matrix a warshall a0 = loop r a0 where b@((r,c),(r',c')) = bounds a0 -- assuming r == c and r' == c' loop k a | k <= r' = loop (k+1) (array b [ ((i,j), (a!(i,j)) `oplus` ((a!(i,k)) `otimes` (a!(k,j)))) | i <- [r..r'], j <- [c..c'] ]) | otherwise = a -- edge weight in the graph, forming a semi ring data Weight = Finite Int | Infinite deriving (Eq) inc :: Weight -> Int -> Weight inc Infinite n = Infinite inc (Finite k) n = Finite (k + n) instance Show Weight where show (Finite i) = show i show Infinite = "." instance Ord Weight where a <= Infinite = True Infinite <= b = False Finite a <= Finite b = a <= b instance SemiRing Weight where oplus = min otimes Infinite _ = Infinite otimes _ Infinite = Infinite otimes (Finite a) (Finite b) = Finite (a + b) ozero = Infinite oone = Finite 0 -- constraints --------------------------------------------------- -- nodes of the graph are either -- * flexible variables (with identifiers drawn from Int), -- * rigid variables (also identified by Ints), or -- * constants (like 0, infinity, or anything between) data Node rigid = Rigid rigid | Flex FlexId deriving (Eq, Ord) instance Show rigid => Show (Node rigid) where show (Flex i) = "?" ++ show i show (Rigid r) = show r data Rigid = RConst Weight | RVar RigidId deriving (Eq, Ord) instance Show Rigid where show (RVar i) = "v" ++ show i show (RConst Infinite) = "#" show (RConst (Finite n)) = show n type NodeId = Int type RigidId = Int type FlexId = Int type Scope = RigidId -> Bool -- which rigid variables a flex may be instatiated to infinite (RConst Infinite) = True infinite _ = False -- isBelow r w r' -- checks, if r and r' are connected by w (meaning w not infinite) -- wether r + w <= r' -- precondition: not the same rigid variable isBelow :: Rigid -> Weight -> Rigid -> Bool isBelow _ Infinite _ = True isBelow _ n (RConst Infinite) = True -- isBelow (RConst Infinite) n (RConst (Finite _)) = False isBelow (RConst (Finite i)) (Finite n) (RConst (Finite j)) = i + n <= j isBelow _ _ _ = False -- rigid variables are not related -- a constraint is an edge in the graph data Constrnt edgeLabel rigid flexScope = NewFlex FlexId flexScope | Arc (Node rigid) edgeLabel (Node rigid) -- Arc v1 k v2 at least one of v1,v2 is a VMeta (Flex), -- the other a VMeta or a VGen (Rigid) -- if k <= 0 this means $^(-k) v1 <= v2 -- otherwise v1 <= $^k v3 type Constraint = Constrnt Weight Rigid Scope arc :: Node Rigid -> Int -> Node Rigid -> Constraint arc a k b = Arc a (Finite k) b instance Show Constraint where show (NewFlex i s) = "SizeMeta(?" ++ show i ++ ")" show (Arc v1 (Finite k) v2) | k == 0 = show v1 ++ "<=" ++ show v2 | k < 0 = show v1 ++ "+" ++ show (-k) ++ "<=" ++ show v2 | otherwise = show v1 ++ "<=" ++ show v2 ++ "+" ++ show k type Constraints = [Constraint] emptyConstraints = [] -- graph (matrix) ------------------------------------------------ data Graph edgeLabel rigid flexScope = Graph { flexScope :: Map FlexId flexScope -- scope for each flexible var , nodeMap :: Map (Node rigid) NodeId -- node labels to node numbers , intMap :: Map NodeId (Node rigid) -- node numbers to node labels , nextNode :: NodeId -- number of nodes (n) , graph :: NodeId -> NodeId -> edgeLabel -- the edges (restrict to [0..n[) } -- the empty graph: no nodes, edges are all undefined (infinity weight) initGraph :: SemiRing edgeLabel => Graph edgeLabel rigid flexScope initGraph = Graph Map.empty Map.empty Map.empty 0 (\ x y -> ozero) -- the Graph Monad, for constructing a graph iteratively type GM edgeLabel rigid flexScope = State (Graph edgeLabel rigid flexScope) addFlex :: FlexId -> flexScope -> GM edgeLabel rigid flexScope () addFlex x scope = do st <- get put $ st { flexScope = Map.insert x scope (flexScope st) } -- i <- addNode n returns number of node n. if not present, it is added first addNode :: (Eq rigid, Ord rigid) => (Node rigid) -> GM edgeLabel rigid flexScope Int addNode n = do st <- get case Map.lookup n (nodeMap st) of Just i -> return i Nothing -> do let i = nextNode st put $ st { nodeMap = Map.insert n i (nodeMap st) , intMap = Map.insert i n (intMap st) , nextNode = i + 1 } return i -- addEdge n1 k n2 -- improves the weight of egde n1->n2 to be at most k -- also adds nodes if not yet present addEdge :: (Eq rigid, Ord rigid, SemiRing edgeLabel) => (Node rigid) -> edgeLabel -> (Node rigid) -> GM edgeLabel rigid flexScope () addEdge n1 k n2 = do i1 <- addNode n1 i2 <- addNode n2 st <- get let graph' x y = if (x,y) == (i1,i2) then k `oplus` (graph st) x y else graph st x y put $ st { graph = graph' } addConstraint :: (Eq rigid, Ord rigid, SemiRing edgeLabel) => Constrnt edgeLabel rigid flexScope -> GM edgeLabel rigid flexScope () addConstraint (NewFlex x scope) = do addFlex x scope addEdge (Flex x) oone (Flex x) -- add dummy edge to make sure each meta variable -- is in the matrix and gets solved addConstraint (Arc n1 k n2) = addEdge n1 k n2 buildGraph :: (Eq rigid, Ord rigid, SemiRing edgeLabel) => [Constrnt edgeLabel rigid flexScope] -> Graph edgeLabel rigid flexScope buildGraph cs = execState (mapM_ addConstraint cs) initGraph mkMatrix :: Int -> (Int -> Int -> a) -> Matrix a mkMatrix n g = array ((0,0),(n-1,n-1)) [ ((i,j), g i j) | i <- [0..n-1], j <- [0..n-1]] -- displaying matrices with row and column labels -------------------- -- a matrix with row descriptions in b and column descriptions in c data LegendMatrix a b c = LegendMatrix { matrix :: Matrix a , rowdescr :: Int -> b , coldescr :: Int -> c } instance (Show a, Show b, Show c) => Show (LegendMatrix a b c) where show (LegendMatrix m rd cd) = -- first show column description let ((r,c),(r',c')) = bounds m in foldr (\ j s -> "\t" ++ show (cd j) ++ s) "" [c .. c'] ++ -- then output rows foldr (\ i s -> "\n" ++ show (rd i) ++ foldr (\ j t -> "\t" ++ show (m!(i,j)) ++ t) (s) [c .. c']) "" [r .. r'] -- solving the constraints ------------------------------------------- -- a solution assigns to each flexible variable a size expression -- which is either a constant or a v + n for a rigid variable v type Solution = Map Int MaxExpr emptySolution :: Solution emptySolution = Map.empty extendSolution :: Solution -> Int -> SizeExpr -> Solution extendSolution subst k v = Map.insertWith (++) k [v] subst type MaxExpr = [SizeExpr] -- newtype MaxExpr = MaxExpr { sizeExprs :: [SizeExpr] } deriving (Show) data SizeExpr = SizeVar Int Int -- e.g. x + 5 | SizeConst Weight -- a number or infinity instance Show SizeExpr where show (SizeVar n 0) = show (Rigid (RVar n)) show (SizeVar n k) = show (Rigid (RVar n)) ++ "+" ++ show k show (SizeConst (Finite i)) = show i show (SizeConst Infinite) = "#" -- sizeRigid r n returns the size expression corresponding to r + n sizeRigid :: Rigid -> Int -> SizeExpr sizeRigid (RConst k) n = SizeConst (inc k n) sizeRigid (RVar i) n = SizeVar i n {- apply :: SizeExpr -> Solution -> SizeExpr apply e@(SizeExpr (Rigid _) _) phi = e apply e@(SizeExpr (Flex x) i) phi = case Map.lookup x phi of Nothing -> e Just (SizeExpr v j) -> SizeExpr v (i + j) after :: Solution -> Solution -> Solution after psi phi = Map.map (\ e -> e `apply` phi) psi -} {- solve :: Constraints -> Maybe Solution solve cs = if any (\ x -> x < Finite 0) d then Nothing else Map. where gr = buildGraph cs n = nextNode gr m = mkMatrix n (graph gr) m' = warshall m d = [ m!(i,i) | i <- [0 .. (n-1)] ] ns = keys (nodeMap gr) -} {- compute solution a solution CANNOT exist if v < v for a rigid variable v v <= v' for rigid variables v,v' x < v for a flexible variable x and a rigid variable v thus, for each flexible x, only one of the following cases is possible r+n <= x+m <= infty for a unique rigid r (meaning r --(m-n)--> x) x <= r+n for a unique rigid r (meaning x --(n)--> r) we are looking for the least values for flexible variables that solve the constraints. Algorithm while flexible variables and rigid rows left find a rigid variable row i for all flexible columns j if i --n--> j with n<=0 (meaning i+n <= j) then j = i + n while flexible variables j left search the row j for entry i if j --n--> i with n >= 0 (meaning j <= i + n) then j = i -} solve :: Constraints -> Maybe Solution solve cs = traceSolve (show lm0) $ traceSolve (show lm) $ traceSolve (show cs) $ let solution = if solvable then loop1 rigids emptySolution else Nothing in traceSolve ("solution = " ++ show solution) $ solution where -- compute the graph and its transitive closure m gr = buildGraph cs n = nextNode gr -- number of nodes m0 = mkMatrix n (graph gr) m = warshall m0 -- tracing only: build output version of transitive graph legend i = fromJust $ Map.lookup i (intMap gr) -- trace only lm0 = LegendMatrix m0 legend legend -- trace only lm = LegendMatrix m legend legend -- trace only -- compute the sets of flexible and rigid node numbers ns = Map.keys (nodeMap gr) -- a set of flexible variables flexs = foldl (\ l k -> case k of (Flex i) -> i : l (Rigid _) -> l) [] ns -- a set of rigid variables rigids = foldl (\ l k -> case k of (Flex _) -> l (Rigid i) -> i : l) [] ns -- rigid matrix indices rInds = foldl (\ l r -> let Just i = Map.lookup (Rigid r) (nodeMap gr) in i : l) [] rigids -- check whether there is a solution -- d = [ m!(i,i) | i <- [0 .. (n-1)] ] -- diagonal -- a rigid variable might not be less than it self, so no -.. on the -- rigid part of the diagonal solvable = all (\ x -> x >= oone) [ m!(i,i) | i <- rInds ] && -- a rigid variable might not be bounded below by infinity or -- bounded above by a constant -- it might not be related to another rigid variable all (\ (r, r') -> r == r' || let Just row = (Map.lookup (Rigid r) (nodeMap gr)) Just col = (Map.lookup (Rigid r') (nodeMap gr)) edge = m!(row,col) in isBelow r edge r' ) [ (r,r') | r <- rigids, r' <- rigids ] && -- a flexible variable might not be strictly below a rigid variable all (\ (x, v) -> let Just row = (Map.lookup (Flex x) (nodeMap gr)) Just col = (Map.lookup (Rigid (RVar v)) (nodeMap gr)) edge = m!(row,col) in edge >= Finite 0) [ (x,v) | x <- flexs, (RVar v) <- rigids ] inScope :: FlexId -> Rigid -> Bool inScope x (RConst _) = True inScope x (RVar v) = case Map.lookup x (flexScope gr) of Just scope -> scope v Nothing -> error $ "Warshall.inScope panic: flexible " ++ show x ++ " does not carry scope info when assigning it rigid variable " ++ show v {- loop1 while flexible variables and rigid rows left find a rigid variable row i for all flexible columns j if i --n--> j with n<=0 (meaning i + n <= j) then add i + n to the solution of j -} loop1 :: [Rigid] -> Solution -> Maybe Solution loop1 (r:rgds) subst = loop1 rgds subst' where row = fromJust $ Map.lookup (Rigid r) (nodeMap gr) subst' = foldl (\ sub f -> let col = fromJust $ Map.lookup (Flex f) (nodeMap gr) in case (True -- inScope f r -- SEEMS WRONG TO IGNORE THINGS NOT IN SCOPE , m!(row,col)) of -- Finite z | z <= 0 -> (True, Finite z) -> let trunc z | z >= 0 = 0 | otherwise = -z in extendSolution sub f (sizeRigid r (trunc z)) _ -> sub ) subst flexs loop1 [] subst = case flexs List.\\ (Map.keys subst) of [] -> Just subst flexs' -> loop2 flexs' subst {- loop2 while flexible variables j left search the row j for entry i if j --n--> i with n >= 0 (meaning j <= i + n) then j = i -} loop2 :: [FlexId] -> Solution -> Maybe Solution loop2 [] subst = Just subst loop2 (f:flxs) subst = loop3 0 subst where row = fromJust $ Map.lookup (Flex f) (nodeMap gr) loop3 col subst | col >= n = -- default to infinity loop2 flxs (extendSolution subst f (SizeConst Infinite)) loop3 col subst = case Map.lookup col (intMap gr) of Just (Rigid r) | not (infinite r) -> case (True -- inScope f r ,m!(row,col)) of (True, Finite z) | z >= 0 -> loop2 flxs (extendSolution subst f (sizeRigid r z)) (_, Infinite) -> loop3 (col+1) subst _ -> Nothing _ -> loop3 (col+1) subst