---------------------------------------------------------------------- -- | -- Module : GF.Grammar.CFG -- -- Context-free grammar representation and manipulation. ---------------------------------------------------------------------- module GF.Grammar.CFG(Cat,Token, module GF.Grammar.CFG) where import GF.Data.Utilities import PGF2(Fun,Cat) import PGF2.Transactions(Token) import GF.Data.Relation import Data.Map (Map) import qualified Data.Map as Map import Data.List import Data.Set (Set) import qualified Data.Set as Set -- -- * Types -- data Symbol c t = NonTerminal c | Terminal t deriving (Eq, Ord, Show) data Rule c t = Rule { ruleLhs :: c, ruleRhs :: [Symbol c t], ruleName :: CFTerm } deriving (Eq, Ord, Show) data Grammar c t = Grammar { cfgStartCat :: c, cfgExternalCats :: Set c, cfgRules :: Map c (Set (Rule c t)) } deriving (Eq, Ord, Show) data CFTerm = CFObj Fun [CFTerm] -- ^ an abstract syntax function with arguments | CFAbs Int CFTerm -- ^ A lambda abstraction. The Int is the variable id. | CFApp CFTerm CFTerm -- ^ Application | CFRes Int -- ^ The result of the n:th (0-based) non-terminal | CFVar Int -- ^ A lambda-bound variable | CFMeta Fun -- ^ A metavariable deriving (Eq, Ord, Show) type CFSymbol = Symbol Cat Token type CFRule = Rule Cat Token type CFG = Grammar Cat Token type Param = Int type ParamCFSymbol = Symbol (Cat,[Param]) Token type ParamCFRule = Rule (Cat,[Param]) Token type ParamCFG = Grammar (Cat,[Param]) Token -- -- * Grammar filtering -- -- | Removes all directly and indirectly cyclic productions. -- FIXME: this may be too aggressive, only one production -- needs to be removed to break a given cycle. But which -- one should we pick? -- FIXME: Does not (yet) remove productions which are cyclic -- because of empty productions. removeCycles :: (Ord c,Ord t) => Grammar c t -> Grammar c t removeCycles = onRules f where f rs = filter (not . isCycle) rs where alias = transitiveClosure $ mkRel [(c,c') | Rule c [NonTerminal c'] _ <- rs] isCycle (Rule c [NonTerminal c'] _) = isRelatedTo alias c' c isCycle _ = False -- | Better bottom-up filter that also removes categories which contain no finite -- strings. bottomUpFilter :: (Ord c,Ord t) => Grammar c t -> Grammar c t bottomUpFilter gr = fix grow (gr { cfgRules = Map.empty }) where grow g = g `unionCFG` filterCFG (all (okSym g) . ruleRhs) gr okSym g = symbol (`elem` allCats g) (const True) -- | Removes categories which are not reachable from any external category. topDownFilter :: (Ord c,Ord t) => Grammar c t -> Grammar c t topDownFilter cfg = filterCFGCats (`Set.member` keep) cfg where rhsCats = [ (ruleLhs r, c') | r <- allRules cfg, c' <- filterCats (ruleRhs r) ] uses = reflexiveClosure_ (allCats cfg) $ transitiveClosure $ mkRel rhsCats keep = Set.unions $ map (allRelated uses) $ Set.toList $ cfgExternalCats cfg -- | Merges categories with identical right-hand-sides. -- FIXME: handle probabilities mergeIdentical :: CFG -> CFG mergeIdentical g = onRules (map subst) g where -- maps categories to their replacement m = Map.fromList [(y,concat (intersperse "+" xs)) | (_,xs) <- buildMultiMap [(rulesKey rs,c) | (c,rs) <- Map.toList (cfgRules g)], y <- xs] -- build data to compare for each category: a set of name,rhs pairs rulesKey = Set.map (\ (Rule _ r n) -> (n,r)) subst (Rule c r n) = Rule (substCat c) (map (mapSymbol substCat id) r) n substCat c = Map.findWithDefault (error $ "mergeIdentical: " ++ c) c m -- | Keeps only the start category as an external category. purgeExternalCats :: Grammar c t -> Grammar c t purgeExternalCats cfg = cfg { cfgExternalCats = Set.singleton (cfgStartCat cfg) } -- -- * Removing left recursion -- -- The LC_LR algorithm from -- http://research.microsoft.com/users/bobmoore/naacl2k-proc-rev.pdf removeLeftRecursion :: CFG -> CFG removeLeftRecursion gr = gr { cfgRules = groupProds $ concat [scheme1, scheme2, scheme3, scheme4] } where scheme1 = [Rule a [x,NonTerminal a_x] n' | a <- retainedLeftRecursive, x <- properLeftCornersOf a, not (isLeftRecursive x), let a_x = mkCat (NonTerminal a) x, -- this is an extension of LC_LR to avoid generating -- A-X categories for which there are no productions: a_x `Set.member` newCats, let n' = symbol (\_ -> CFApp (CFRes 1) (CFRes 0)) (\_ -> CFRes 0) x] scheme2 = [Rule a_x (beta++[NonTerminal a_b]) n' | a <- retainedLeftRecursive, b@(NonTerminal b') <- properLeftCornersOf a, isLeftRecursive b, Rule _ (x:beta) n <- catRules gr b', let a_x = mkCat (NonTerminal a) x, let a_b = mkCat (NonTerminal a) b, let i = length $ filterCats beta, let n' = symbol (\_ -> CFAbs 1 (CFApp (CFRes i) (shiftTerm n))) (\_ -> CFApp (CFRes i) n) x] scheme3 = [Rule a_x beta n' | a <- retainedLeftRecursive, x <- properLeftCornersOf a, Rule _ (x':beta) n <- catRules gr a, x == x', let a_x = mkCat (NonTerminal a) x, let n' = symbol (\_ -> CFAbs 1 (shiftTerm n)) (\_ -> n) x] scheme4 = catSetRules gr $ Set.fromList $ filter (not . isLeftRecursive . NonTerminal) cats newCats = Set.fromList (map ruleLhs (scheme2 ++ scheme3)) shiftTerm :: CFTerm -> CFTerm shiftTerm (CFObj f ts) = CFObj f (map shiftTerm ts) shiftTerm (CFRes 0) = CFVar 1 shiftTerm (CFRes n) = CFRes (n-1) shiftTerm t = t -- note: the rest don't occur in the original grammar cats = allCats gr -- rules = allRules gr directLeftCorner = mkRel [(NonTerminal c,t) | Rule c (t:_) _ <- allRules gr] -- leftCorner = reflexiveClosure_ (map NonTerminal cats) $ transitiveClosure directLeftCorner properLeftCorner = transitiveClosure directLeftCorner properLeftCornersOf = Set.toList . allRelated properLeftCorner . NonTerminal -- isProperLeftCornerOf = flip (isRelatedTo properLeftCorner) leftRecursive = reflexiveElements properLeftCorner isLeftRecursive = (`Set.member` leftRecursive) retained = cfgStartCat gr `Set.insert` Set.fromList [a | r <- allRules (filterCFGCats (not . isLeftRecursive . NonTerminal) gr), NonTerminal a <- ruleRhs r] -- isRetained = (`Set.member` retained) retainedLeftRecursive = filter (isLeftRecursive . NonTerminal) $ Set.toList retained mkCat :: CFSymbol -> CFSymbol -> Cat mkCat x y = showSymbol x ++ "-" ++ showSymbol y where showSymbol = symbol id show -- | Get the sets of mutually recursive non-terminals for a grammar. mutRecCats :: Ord c => Bool -- ^ If true, all categories will be in some set. -- If false, only recursive categories will be included. -> Grammar c t -> [Set c] mutRecCats incAll g = equivalenceClasses $ refl $ symmetricSubrelation $ transitiveClosure r where r = mkRel [(c,c') | Rule c ss _ <- allRules g, NonTerminal c' <- ss] refl = if incAll then reflexiveClosure_ (allCats g) else reflexiveSubrelation -- -- * Approximate context-free grammars with regular grammars. -- makeSimpleRegular :: CFG -> CFG makeSimpleRegular = makeRegular . topDownFilter . bottomUpFilter . removeCycles -- Use the transformation algorithm from \"Regular Approximation of Context-free -- Grammars through Approximation\", Mohri and Nederhof, 2000 -- to create an over-generating regular grammar for a context-free -- grammar makeRegular :: CFG -> CFG makeRegular g = g { cfgRules = groupProds $ concatMap trSet (mutRecCats True g) } where trSet cs | allXLinear cs rs = rs | otherwise = concatMap handleCat (Set.toList cs) where rs = catSetRules g cs handleCat c = [Rule c' [] (mkCFTerm (c++"-empty"))] -- introduce A' -> e ++ concatMap (makeRightLinearRules c) (catRules g c) where c' = newCat c makeRightLinearRules b' (Rule c ss n) = case ys of [] -> newRule b' (xs ++ [NonTerminal (newCat c)]) n -- no non-terminals left (NonTerminal b:zs) -> newRule b' (xs ++ [NonTerminal b]) n ++ makeRightLinearRules (newCat b) (Rule c zs n) where (xs,ys) = break (`catElem` cs) ss -- don't add rules on the form A -> A newRule c rhs n | rhs == [NonTerminal c] = [] | otherwise = [Rule c rhs n] newCat c = c ++ "$" -- -- * CFG Utilities -- mkCFG :: (Ord c,Ord t) => c -> Set c -> [Rule c t] -> Grammar c t mkCFG start ext rs = Grammar { cfgStartCat = start, cfgExternalCats = ext, cfgRules = groupProds rs } groupProds :: (Ord c,Ord t) => [Rule c t] -> Map c (Set (Rule c t)) groupProds = Map.fromListWith Set.union . map (\r -> (ruleLhs r,Set.singleton r)) uniqueFuns :: [Rule c t] -> [Rule c t] uniqueFuns = snd . mapAccumL uniqueFun Set.empty where uniqueFun funs (Rule cat items (CFObj fun args)) = (Set.insert fun' funs,Rule cat items (CFObj fun' args)) where fun' = head [fun'|suffix<-"":map show ([2..]::[Int]), let fun'=fun++suffix, not (fun' `Set.member` funs)] -- | Gets all rules in a CFG. allRules :: Grammar c t -> [Rule c t] allRules = concatMap Set.toList . Map.elems . cfgRules -- | Gets all rules in a CFG, grouped by their LHS categories. allRulesGrouped :: Grammar c t -> [(c,[Rule c t])] allRulesGrouped = Map.toList . Map.map Set.toList . cfgRules -- | Gets all categories which have rules. allCats :: Grammar c t -> [c] allCats = Map.keys . cfgRules -- | Gets all categories which have rules or occur in a RHS. allCats' :: (Ord c,Ord t) => Grammar c t -> [c] allCats' cfg = Set.toList (Map.keysSet (cfgRules cfg) `Set.union` Set.fromList [c | rs <- Map.elems (cfgRules cfg), r <- Set.toList rs, NonTerminal c <- ruleRhs r]) -- | Gets all rules for the given category. catRules :: Ord c => Grammar c t -> c -> [Rule c t] catRules gr c = Set.toList $ Map.findWithDefault Set.empty c (cfgRules gr) -- | Gets all rules for categories in the given set. catSetRules :: CFG -> Set Cat -> [CFRule] catSetRules gr cs = allRules $ filterCFGCats (`Set.member` cs) gr mapCFGCats :: (Ord c,Ord c',Ord t) => (c -> c') -> Grammar c t -> Grammar c' t mapCFGCats f cfg = Grammar (f (cfgStartCat cfg)) (Set.map f (cfgExternalCats cfg)) (groupProds [Rule (f lhs) (map (mapSymbol f id) rhs) t | Rule lhs rhs t <- allRules cfg]) onRules :: (Ord c,Ord t) => ([Rule c t] -> [Rule c t]) -> Grammar c t -> Grammar c t onRules f cfg = cfg { cfgRules = groupProds $ f $ allRules cfg } -- | Clean up CFG after rules have been removed. cleanCFG :: Ord c => Grammar c t -> Grammar c t cleanCFG cfg = cfg{ cfgRules = Map.filter (not . Set.null) (cfgRules cfg) } -- | Combine two CFGs. unionCFG :: (Ord c,Ord t) => Grammar c t -> Grammar c t -> Grammar c t unionCFG x y = x { cfgRules = Map.unionWith Set.union (cfgRules x) (cfgRules y) } filterCFG :: (Rule c t -> Bool) -> Grammar c t -> Grammar c t filterCFG p cfg = cfg { cfgRules = Map.mapMaybe filterRules (cfgRules cfg) } where filterRules rules = let rules' = Set.filter p rules in if Set.null rules' then Nothing else Just rules' filterCFGCats :: (c -> Bool) -> Grammar c t -> Grammar c t filterCFGCats p cfg = cfg { cfgRules = Map.filterWithKey (\c _ -> p c) (cfgRules cfg) } countCats :: Ord c => Grammar c t -> Int countCats = Map.size . cfgRules . cleanCFG countRules :: Grammar c t -> Int countRules = length . allRules prCFG :: CFG -> String prCFG = prProductions . map prRule . allRules where prRule r = (ruleLhs r, unwords (map prSym (ruleRhs r))) prSym = symbol id (\t -> "\""++ t ++"\"") prProductions :: [(Cat,String)] -> String prProductions prods = unlines [rpad maxLHSWidth lhs ++ " ::= " ++ rhs | (lhs,rhs) <- prods] where maxLHSWidth = maximum $ 0:(map (length . fst) prods) rpad n s = s ++ replicate (n - length s) ' ' prCFTerm :: CFTerm -> String prCFTerm = pr 0 where pr p (CFObj f args) = paren p (f ++ " (" ++ concat (intersperse "," (map (pr 0) args)) ++ ")") pr p (CFAbs i t) = paren p ("\\x" ++ show i ++ ". " ++ pr 0 t) pr p (CFApp t1 t2) = paren p (pr 1 t1 ++ "(" ++ pr 0 t2 ++ ")") pr _ (CFRes i) = "$" ++ show i pr _ (CFVar i) = "x" ++ show i pr _ (CFMeta c) = "?" ++ c paren 0 x = x paren 1 x = "(" ++ x ++ ")" -- -- * CFRule Utilities -- ruleFun :: Rule c t -> Fun ruleFun (Rule _ _ t) = f t where f (CFObj n _) = n f (CFApp _ x) = f x f (CFAbs _ x) = f x f _ = "" -- | Check if any of the categories used on the right-hand side -- are in the given list of categories. anyUsedBy :: Eq c => [c] -> Rule c t -> Bool anyUsedBy cs (Rule _ ss _) = any (`elem` cs) (filterCats ss) mkCFTerm :: String -> CFTerm mkCFTerm n = CFObj n [] ruleIsNonRecursive :: Ord c => Set c -> Rule c t -> Bool ruleIsNonRecursive cs = noCatsInSet cs . ruleRhs -- | Check if all the rules are right-linear, or all the rules are -- left-linear, with respect to given categories. allXLinear :: Ord c => Set c -> [Rule c t] -> Bool allXLinear cs rs = all (isRightLinear cs) rs || all (isLeftLinear cs) rs -- | Checks if a context-free rule is right-linear. isRightLinear :: Ord c => Set c -- ^ The categories to consider -> Rule c t -- ^ The rule to check for right-linearity -> Bool isRightLinear cs = noCatsInSet cs . safeInit . ruleRhs -- | Checks if a context-free rule is left-linear. isLeftLinear :: Ord c => Set c -- ^ The categories to consider -> Rule c t -- ^ The rule to check for left-linearity -> Bool isLeftLinear cs = noCatsInSet cs . drop 1 . ruleRhs -- -- * Symbol utilities -- symbol :: (c -> a) -> (t -> a) -> Symbol c t -> a symbol fc ft (NonTerminal cat) = fc cat symbol fc ft (Terminal tok) = ft tok mapSymbol :: (c -> c') -> (t -> t') -> Symbol c t -> Symbol c' t' mapSymbol fc ft = symbol (NonTerminal . fc) (Terminal . ft) filterCats :: [Symbol c t] -> [c] filterCats syms = [ cat | NonTerminal cat <- syms ] filterToks :: [Symbol c t] -> [t] filterToks syms = [ tok | Terminal tok <- syms ] -- | Checks if a symbol is a non-terminal of one of the given categories. catElem :: Ord c => Symbol c t -> Set c -> Bool catElem s cs = symbol (`Set.member` cs) (const False) s noCatsInSet :: Ord c => Set c -> [Symbol c t] -> Bool noCatsInSet cs = not . any (`catElem` cs)