Convert between DFA and NFA
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3 changed files with 160 additions and 31 deletions
92
src/Rextra/Automaton.hs
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92
src/Rextra/Automaton.hs
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module Rextra.Automaton
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( dfaToNfa
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, nfaToDfa
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) where
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import Control.Monad.Trans.State
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import Data.List
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import qualified Data.Map.Strict as Map
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import Data.Maybe
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import qualified Data.Set as Set
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import Data.Tuple
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import qualified Rextra.Dfa as Dfa
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import qualified Rextra.Nfa as Nfa
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{-
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- Converting a DFA to a NFA
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-}
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fromMonoidalList :: (Monoid m, Ord k) => [(k, m)] -> Map.Map k m
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fromMonoidalList = foldl' insertMonoidal Map.empty
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where
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insertMonoidal :: (Monoid m, Ord k) => Map.Map k m -> (k, m) -> Map.Map k m
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insertMonoidal map (k, m) = Map.insertWith mappend k m map
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groupByFirst :: (Ord a, Ord b) => [(a, b)] -> [(a, Set.Set b)]
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groupByFirst pairs =
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let prepared = map (\(a, b) -> (a, Set.singleton b)) pairs
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in Map.assocs $ fromMonoidalList prepared
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dfaStateToNfaState :: (Ord s, Ord t) => Dfa.State s t -> Nfa.State s t
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dfaStateToNfaState s =
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let transitionMap = Dfa.transitions s
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specialTokens = Map.keysSet transitionMap
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defaultTransition = (Nfa.AllExcept specialTokens, Dfa.defaultTransition s)
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otherTransitions = map (\(tSet, s) -> (Nfa.Only tSet, s))
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. map swap
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. groupByFirst
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. map swap
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$ Map.assocs transitionMap
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in defaultTransition : otherTransitions
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dfaToNfa :: (Ord s, Ord t) => Dfa.Dfa s t -> Nfa.Nfa s t
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dfaToNfa dfa =
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let stateMap = Dfa.stateMap dfa
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exitingStates = map fst . filter (\(s, state) -> Dfa.accepting state) $ Map.assocs stateMap
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nfaStateMap = Map.map dfaStateToNfaState stateMap
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-- The NFA was created from a valid DFA, so it will be valid too.
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in fromJust $ Nfa.nfa nfaStateMap (Dfa.entryState dfa) (Set.fromList exitingStates)
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{-
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- Converting a NFA to a DFA
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-}
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allSpecialTokens :: (Ord t) => [Nfa.State s t] -> Set.Set t
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allSpecialTokens = foldMap (foldMap (Nfa.specialTokens . fst))
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allNextStates :: (Ord s) => Dfa.State s t -> Set.Set s
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allNextStates s =
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let nextStates = Map.elems $ Dfa.transitions s
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in Set.fromList (Dfa.defaultTransition s : nextStates)
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ndStateToDfaState :: (Ord s, Ord t) => Nfa.Nfa s t -> Nfa.NdState s -> Dfa.State (Nfa.NdState s) t
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ndStateToDfaState nfa ns =
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let specialTokens = allSpecialTokens $ Nfa.getNdState nfa ns
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in Dfa.State { Dfa.transitions = Map.fromSet (Nfa.transition nfa ns) specialTokens
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, Dfa.defaultTransition = Nfa.defaultTransition nfa ns
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, Dfa.accepting = Nfa.accepting nfa ns
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}
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type Visited s = Set.Set (Nfa.NdState s)
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exploreState :: (Ord s, Ord t)
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=> Nfa.Nfa s t
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-> Nfa.NdState s
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-> State (Visited s) (Dfa.StateMap (Nfa.NdState s) t)
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exploreState nfa ns = do
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visitedStates <- get
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if ns `Set.member` visitedStates
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then pure Map.empty
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else do
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modify (Set.insert ns) -- Adding this state to the visited states
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let dfaState = ndStateToDfaState nfa ns
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ownStateMap = Map.singleton ns dfaState
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nextStates = Set.toList $ allNextStates dfaState
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otherStateMaps <- mapM (exploreState nfa) nextStates
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pure $ Map.unions (ownStateMap : otherStateMaps)
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dfaStateMap :: (Ord s, Ord t) => Nfa.Nfa s t -> Dfa.StateMap (Nfa.NdState s) t
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dfaStateMap nfa = evalState (exploreState nfa (Nfa.entryNdState nfa)) Set.empty
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nfaToDfa :: (Ord s, Ord t) => Nfa.Nfa s t -> Dfa.Dfa (Nfa.NdState s) t
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nfaToDfa nfa = fromJust $ Dfa.dfa (dfaStateMap nfa) (Nfa.entryNdState nfa)
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@ -1,5 +1,6 @@
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module Rextra.Dfa
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( Dfa
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, StateMap
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, dfa
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, dfa'
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, stateMap
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@ -19,8 +20,10 @@ data State s t = State
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, accepting :: Bool
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} deriving (Show)
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type StateMap s t = Map.Map s (State s t)
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data Dfa s t = Dfa
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{ stateMap :: Map.Map s (State s t)
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{ stateMap :: StateMap s t
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, entryState :: s
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} deriving (Show)
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@ -36,7 +39,7 @@ integrityCheck dfa =
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referencedStates = Set.fromList $ concat [[entryState dfa], transitionStates, defaultTransitionStates]
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in referencedStates `Set.isSubsetOf` Map.keysSet (stateMap dfa)
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dfa :: (Ord s) => Map.Map s (State s t) -> s -> Maybe (Dfa s t)
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dfa :: (Ord s) => StateMap s t -> s -> Maybe (Dfa s t)
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dfa stateMap entryState =
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let myDfa = Dfa{stateMap=stateMap, entryState=entryState}
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in if integrityCheck myDfa then Just myDfa else Nothing
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@ -5,15 +5,21 @@ module Rextra.Nfa (
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-- ** Constructing
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, nfa
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, nfa'
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-- ** Using
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-- ** Properties
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, stateMap
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, entryState
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, exitStates
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-- ** Executing
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, NdState
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, entryNdState
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, getNdState
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, accepting
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, transition
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, defaultTransition
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, execute
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-- ** Transitions
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-- *** Transition conditions
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, TransitionCondition(..)
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, specialStates
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, specialTokens
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, accepts
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) where
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@ -21,6 +27,27 @@ import Data.List
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import qualified Data.Map.Strict as Map
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import qualified Data.Set as Set
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{-
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- Types
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-}
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-- | A type representing a nondeterministic finite automaton.
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--
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-- It has one entry state and any number of exit states, which can be
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-- interpreted as accepting states when the NFA is run.
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data Nfa s t = Nfa
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{ stateMap :: Map.Map s (State s t)
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, entryState :: s
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, exitStates :: Set.Set s
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} deriving (Show)
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getState :: (Ord s) => Nfa s t -> s -> State s t
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getState nfa s = stateMap nfa Map.! s
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-- | A state consists of the transitions to other states, and the
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-- conditions under which those transitions happen.
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type State s t = [(TransitionCondition t, s)]
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-- | This condition determines which tokens a state transition applies to.
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--
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-- This representation is based on the assumption that there can be an
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@ -32,33 +59,19 @@ data TransitionCondition t
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| AllExcept (Set.Set t)
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deriving (Show)
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-- | The states which are treated differently from the default by the
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-- | The tokens which are treated differently from the default by the
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-- 'TransitionCondition'.
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specialStates :: TransitionCondition t -> Set.Set t
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specialStates (Only s) = s
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specialStates (AllExcept s) = s
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specialTokens :: TransitionCondition t -> Set.Set t
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specialTokens (Only tSet) = tSet
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specialTokens (AllExcept tSet) = tSet
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-- | Whether the condition holds true for a token.
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accepts :: (Ord t) => TransitionCondition t -> t -> Bool
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accepts (Only s) t = Set.member t s
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accepts (AllExcept s) t = Set.notMember t s
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-- | A state consists of the transitions to other states, and the
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-- conditions under which those transitions happen.
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type State s t = [(TransitionCondition t, s)]
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-- | A type representing a nondeterministic finite automaton.
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--
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-- It has one entry state and any number of exit states, which can be
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-- interpreted as accepting states when the NFA is run.
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data Nfa s t = Nfa
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{ stateMap :: Map.Map s (State s t)
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, entryState :: s
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, exitStates :: Set.Set s
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} deriving (Show)
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{-
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- Constructing a NFA
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- Constructing an NFA
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-}
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integrityCheck :: (Ord s) => Nfa s t -> Bool
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@ -93,8 +106,19 @@ nfa' states entryState exitStates = nfa (Map.fromList states) entryState (Set.fr
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- "Executing" a NFA
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-}
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getState :: (Ord s) => Nfa s t -> s -> State s t
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getState nfa s = stateMap nfa Map.! s
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-- | The nondeterministic (nd) current state of an NFA.
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--
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-- This type is used when executing a NFA.
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type NdState s = Set.Set s
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entryNdState :: Nfa s t -> NdState s
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entryNdState = Set.singleton . entryState
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getNdState :: (Ord s) => Nfa s t -> NdState s -> [State s t]
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getNdState nfa ns = map (getState nfa) $ Set.toList ns
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accepting :: (Ord s) => Nfa s t -> NdState s -> Bool
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accepting nfa ns = not $ Set.disjoint ns (exitStates nfa)
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-- | Starting from a state, find all the states that it can transition to with token @t@.
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nextStates :: (Ord s, Ord t) => State s t -> t -> Set.Set s
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@ -109,11 +133,21 @@ nextStates state t = Set.fromList . map snd . filter (\(cond, _) -> cond `accept
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-- __Warning__: This function does /not/ check whether the states
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-- actually exist in the automaton, and it crashes if an invalid state
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-- is used.
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transition :: (Ord s, Ord t) => Nfa s t -> Set.Set s -> t -> Set.Set s
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transition nfa ss t = foldMap (\s -> nextStates (getState nfa s) t) ss
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transition :: (Ord s, Ord t) => Nfa s t -> NdState s -> t -> NdState s
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transition nfa ns t = foldMap (\s -> nextStates s t) $ getNdState nfa ns
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defaultTransition :: (Ord s) => Nfa s t -> NdState s -> NdState s
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defaultTransition nfa ns = Set.fromList
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. map snd
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. filter (isAllExcept . fst)
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. concat
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$ getNdState nfa ns
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where
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isAllExcept :: TransitionCondition t -> Bool
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isAllExcept (AllExcept _) = True
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isAllExcept _ = False
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execute :: (Ord s, Ord t) => Nfa s t -> [t] -> Bool
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execute nfa tokens =
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let entryStates = Set.singleton $ entryState nfa
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finalStates = foldl' (transition nfa) entryStates tokens
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in not $ Set.disjoint finalStates (exitStates nfa)
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let finalNdState = foldl' (transition nfa) (entryNdState nfa) tokens
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in accepting nfa finalNdState
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