---------------------------------------------------------------------- -- | -- Module : GF.Speech.CFG -- -- Context-free grammar representation and manipulation. ---------------------------------------------------------------------- module GF.Grammar.CFG where import GF.Data.Utilities import PGF --import GF.Infra.Option import GF.Data.Relation --import Control.Monad --import Control.Monad.State (State, get, put, evalState) import Data.Map (Map) import qualified Data.Map as Map import Data.List --import Data.Maybe (fromMaybe) --import Data.Monoid (mconcat) import Data.Set (Set) import qualified Data.Set as Set -- -- * Types -- type Cat = String data Symbol c t = NonTerminal c | Terminal t deriving (Eq, Ord, Show) type CFSymbol = Symbol Cat Token data CFRule = CFRule { lhsCat :: Cat, ruleRhs :: [CFSymbol], ruleName :: CFTerm } deriving (Eq, Ord, Show) data CFTerm = CFObj CId [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 CId -- ^ A metavariable deriving (Eq, Ord, Show) data CFG = CFG { cfgStartCat :: Cat, cfgExternalCats :: Set Cat, cfgRules :: Map Cat (Set CFRule) } deriving (Eq, Ord, Show) -- -- * 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 :: CFG -> CFG removeCycles = onRules f where f rs = filter (not . isCycle) rs where alias = transitiveClosure $ mkRel [(c,c') | CFRule c [NonTerminal c'] _ <- rs] isCycle (CFRule c [NonTerminal c'] _) = isRelatedTo alias c' c isCycle _ = False -- | Better bottom-up filter that also removes categories which contain no finite -- strings. bottomUpFilter :: CFG -> CFG 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 :: CFG -> CFG topDownFilter cfg = filterCFGCats (`Set.member` keep) cfg where rhsCats = [ (lhsCat 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 (\ (CFRule _ r n) -> (n,r)) subst (CFRule c r n) = CFRule (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 :: CFG -> CFG 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 = [CFRule 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 = [CFRule a_x (beta++[NonTerminal a_b]) n' | a <- retainedLeftRecursive, b@(NonTerminal b') <- properLeftCornersOf a, isLeftRecursive b, CFRule _ (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 = [CFRule a_x beta n' | a <- retainedLeftRecursive, x <- properLeftCornersOf a, CFRule _ (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 lhsCat (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) | CFRule 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 :: Bool -- ^ If true, all categories will be in some set. -- If false, only recursive categories will be included. -> CFG -> [Set Cat] mutRecCats incAll g = equivalenceClasses $ refl $ symmetricSubrelation $ transitiveClosure r where r = mkRel [(c,c') | CFRule 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 = [CFRule c' [] (mkCFTerm (c++"-empty"))] -- introduce A' -> e ++ concatMap (makeRightLinearRules c) (catRules g c) where c' = newCat c makeRightLinearRules b' (CFRule 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) (CFRule 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 = [CFRule c rhs n] newCat c = c ++ "$" -- -- * CFG Utilities -- mkCFG :: Cat -> Set Cat -> [CFRule] -> CFG mkCFG start ext rs = CFG { cfgStartCat = start, cfgExternalCats = ext, cfgRules = groupProds rs } groupProds :: [CFRule] -> Map Cat (Set CFRule) groupProds = Map.fromListWith Set.union . map (\r -> (lhsCat r,Set.singleton r)) uniqueFuns :: CFG -> CFG uniqueFuns cfg = CFG {cfgStartCat = cfgStartCat cfg ,cfgExternalCats = cfgExternalCats cfg ,cfgRules = Map.fromList (snd (mapAccumL uniqueFunSet Set.empty (Map.toList (cfgRules cfg)))) } where uniqueFunSet funs (cat,rules) = let (funs',rules') = mapAccumL uniqueFun funs (Set.toList rules) in (funs',(cat,Set.fromList rules')) uniqueFun funs (CFRule cat items (CFObj fun args)) = (Set.insert fun' funs,CFRule cat items (CFObj fun' args)) where fun' = head [fun'|suffix<-"":map show ([2..]::[Int]), let fun'=mkCId (showCId fun++suffix), not (fun' `Set.member` funs)] -- | Gets all rules in a CFG. allRules :: CFG -> [CFRule] allRules = concat . map Set.toList . Map.elems . cfgRules -- | Gets all rules in a CFG, grouped by their LHS categories. allRulesGrouped :: CFG -> [(Cat,[CFRule])] allRulesGrouped = Map.toList . Map.map Set.toList . cfgRules -- | Gets all categories which have rules. allCats :: CFG -> [Cat] allCats = Map.keys . cfgRules -- | Gets all categories which have rules or occur in a RHS. allCats' :: CFG -> [Cat] 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 :: CFG -> Cat -> [CFRule] 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 :: (Cat -> Cat) -> CFG -> CFG mapCFGCats f cfg = mkCFG (f (cfgStartCat cfg)) (Set.map f (cfgExternalCats cfg)) [CFRule (f lhs) (map (mapSymbol f id) rhs) t | CFRule lhs rhs t <- allRules cfg] onCFG :: (Map Cat (Set CFRule) -> Map Cat (Set CFRule)) -> CFG -> CFG onCFG f cfg = cfg { cfgRules = f (cfgRules cfg) } onRules :: ([CFRule] -> [CFRule]) -> CFG -> CFG onRules f cfg = cfg { cfgRules = groupProds $ f $ allRules cfg } -- | Clean up CFG after rules have been removed. cleanCFG :: CFG -> CFG cleanCFG = onCFG (Map.filter (not . Set.null)) -- | Combine two CFGs. unionCFG :: CFG -> CFG -> CFG unionCFG x y = onCFG (\rs -> Map.unionWith Set.union rs (cfgRules y)) x filterCFG :: (CFRule -> Bool) -> CFG -> CFG filterCFG p = cleanCFG . onCFG (Map.map (Set.filter p)) filterCFGCats :: (Cat -> Bool) -> CFG -> CFG filterCFGCats p = onCFG (Map.filterWithKey (\c _ -> p c)) countCats :: CFG -> Int countCats = Map.size . cfgRules . cleanCFG countRules :: CFG -> Int countRules = length . allRules prCFG :: CFG -> String prCFG = prProductions . map prRule . allRules where prRule r = (lhsCat 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 (showCId 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) = "?" ++ showCId c paren 0 x = x paren 1 x = "(" ++ x ++ ")" -- -- * CFRule Utilities -- ruleFun :: CFRule -> CId ruleFun (CFRule _ _ t) = f t where f (CFObj n _) = n f (CFApp _ x) = f x f (CFAbs _ x) = f x f _ = mkCId "" -- | Check if any of the categories used on the right-hand side -- are in the given list of categories. anyUsedBy :: [Cat] -> CFRule -> Bool anyUsedBy cs (CFRule _ ss _) = any (`elem` cs) (filterCats ss) mkCFTerm :: String -> CFTerm mkCFTerm n = CFObj (mkCId n) [] ruleIsNonRecursive :: Set Cat -> CFRule -> 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 :: Set Cat -> [CFRule] -> Bool allXLinear cs rs = all (isRightLinear cs) rs || all (isLeftLinear cs) rs -- | Checks if a context-free rule is right-linear. isRightLinear :: Set Cat -- ^ The categories to consider -> CFRule -- ^ The rule to check for right-linearity -> Bool isRightLinear cs = noCatsInSet cs . safeInit . ruleRhs -- | Checks if a context-free rule is left-linear. isLeftLinear :: Set Cat -- ^ The categories to consider -> CFRule -- ^ 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)