---------------------------------------------------------------------- -- | -- Module : GF.Speech.CFG -- -- Context-free grammar representation and manipulation. ---------------------------------------------------------------------- module GF.Speech.CFG where import GF.Data.Utilities import PGF.CId import GF.Infra.Option import GF.Data.Relation import Control.Monad import Control.Monad.State (State, get, put, evalState) import qualified Data.ByteString.Char8 as BS 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 type Token = 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)) -- | 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)