structure DfaGen = struct datatype regex = CHAR_LITERAL of {char: char, position: int} | CONCAT of {l: regex, r: regex, leftMaxState: int, rightMaxState: int} | ALTERNATION of {l: regex, r: regex, leftMaxState: int, rightMaxState: int} | ZERO_OR_ONE of regex | ZERO_OR_MORE of regex | ONE_OR_MORE of regex | GROUP of regex | WILDCARD of int structure Set = struct datatype 'a set = BRANCH of 'a set * int * 'a * 'a set | LEAF fun insertOrReplace (newKey, newVal, tree) = case tree of BRANCH (l, curKey, curVal, r) => if newKey > curKey then let val r = insertOrReplace (newKey, newVal, r) in BRANCH (l, curKey, curVal, r) end else if newKey < curKey then let val l = insertOrReplace (newKey, newVal, l) in BRANCH (l, curKey, curVal, r) end else BRANCH (l, newKey, newVal, r) | LEAF => BRANCH (LEAF, newKey, newVal, LEAF) fun getOrDefault (findKey, tree, default) = case tree of BRANCH (l, curKey, curVal, r) => if findKey > curKey then getOrDefault (findKey, r, default) else if findKey < curKey then getOrDefault (findKey, l, default) else curVal | LEAF => default fun helpToList (tree, acc) = case tree of BRANCH (l, curKey, curVal, r) => let val acc = helpToList (r, acc) val acc = (curKey, curVal) :: acc in helpToList (l, acc) end | LEAF => acc fun toList tree = helpToList (tree, []) fun helpKeysToList (tree, acc) = case tree of BRANCH (l, curKey, _, r) => let val acc = helpKeysToList (r, acc) val acc = curKey :: acc in helpKeysToList (l, acc) end | LEAF => acc fun keysToList tree = helpKeysToList (tree, []) fun map (f, tree) = case tree of BRANCH (l, key, value, r) => let val r = map (f, r) val l = map (f, l) val value = f value in BRANCH (l, key, value, r) end | LEAF => LEAF fun foldl (f, tree, acc) = case tree of BRANCH (l, k, v, r) => let val acc = foldl (f, l, acc) val acc = f (v, acc) in foldl (f, r, acc) end | LEAF => acc end structure ParseDfa = struct (* parsing through precedence climbing algorithm. *) val postfixLevel = 1 val concatLevel = 2 val altLevel = 3 local fun loop (pos, str, openParens, closeParens) = if pos = String.size str then NONE else case String.sub (str, pos) of #"(" => loop (pos + 1, str, openParens + 1, closeParens) | #")" => if closeParens + 1 = openParens then SOME pos else loop (pos + 1, str, openParens, closeParens + 1) | _ => loop (pos + 1, str, openParens, closeParens) in fun getRightParenIdx (pos, str) = loop (pos, str, 1, 0) end fun computeAtom (pos, str, stateNum) = if pos = String.size str then NONE else case String.sub (str, pos) of #"(" => (case getRightParenIdx (pos + 1, str) of SOME groupEndIdx => let val substr = String.substring (str, pos + 1, groupEndIdx - pos - 1) in case parse (substr, stateNum) of SOME (rhs, stateNum) => SOME (groupEndIdx + 1, rhs, stateNum) | NONE => NONE end | NONE => NONE) | #")" => NONE | #"?" => NONE | #"*" => NONE | #"+" => NONE | #"." => SOME (pos + 1, WILDCARD (stateNum + 1), stateNum + 1) | chr => let val chr = CHAR_LITERAL {char = chr, position = stateNum + 1} in SOME (pos + 1, chr, stateNum + 1) end and climb (pos, str, lhs, level, stateNum) : (int * regex * int) option = if pos = String.size str then SOME (pos, lhs, stateNum) else case String.sub (str, pos) of #"|" => if level < altLevel then SOME (pos, lhs, stateNum) else if pos + 1 < String.size str then let val chr = String.sub (str, pos + 1) val chr = CHAR_LITERAL {char = chr, position = stateNum + 1} in case climb (pos + 2, str, chr, altLevel, stateNum + 1) of SOME (pos, rhs, rightStateNum) => let val result = ALTERNATION { l = lhs , r = rhs , leftMaxState = stateNum , rightMaxState = rightStateNum } in SOME (pos, result, rightStateNum) end | NONE => NONE end else NONE | #"?" => if level < postfixLevel then SOME (pos, lhs, stateNum) else let val lhs = ZERO_OR_ONE lhs in climb (pos + 1, str, lhs, postfixLevel, stateNum) end | #"*" => if level < postfixLevel then SOME (pos, lhs, stateNum) else let val lhs = ZERO_OR_MORE lhs in climb (pos + 1, str, lhs, postfixLevel, stateNum) end | #"+" => if level < postfixLevel then SOME (pos, lhs, stateNum) else let val lhs = ONE_OR_MORE lhs in climb (pos + 1, str, lhs, postfixLevel, stateNum) end | chr => if level < concatLevel then SOME (pos, lhs, stateNum) else case computeAtom (pos, str, stateNum) of SOME (nextPos, curAtom, atomStateNum) => (case climb (nextPos, str, curAtom, concatLevel, atomStateNum) of SOME (pos, rhs, rightStateNum) => let val result = CONCAT { l = lhs , r = rhs , leftMaxState = stateNum , rightMaxState = rightStateNum } in SOME (pos, result, rightStateNum) end | NONE => NONE) | NONE => NONE and loop (pos, str, ast, stateNum) = if pos = String.size str then SOME (ast, stateNum) else case climb (pos, str, ast, altLevel, stateNum) of SOME (pos, ast, stateNum) => loop (pos, str, ast, stateNum) | NONE => NONE and parse (str, stateNum) = if String.size str > 0 then case computeAtom (0, str, stateNum) of SOME (nextPos, lhs, stateNum) => loop (nextPos, str, lhs, stateNum) | NONE => NONE else NONE end structure ToDfa = struct fun isNullable tree = case tree of CHAR_LITERAL _ => false | WILDCARD _ => false | CONCAT {l, r, ...} => isNullable l andalso isNullable r | ALTERNATION {l, r, ...} => isNullable l orelse isNullable r | ZERO_OR_ONE _ => true | ZERO_OR_MORE _ => true | ONE_OR_MORE regex => isNullable regex | GROUP regex => isNullable regex fun firstpos (tree, acc) = case tree of CHAR_LITERAL {position, ...} => position :: acc | WILDCARD i => i :: acc | CONCAT {l, r, ...} => if isNullable l then let val acc = firstpos (l, acc) in firstpos (r, acc) end else firstpos (l, acc) | ALTERNATION {l, r, ...} => let val acc = firstpos (l, acc) in firstpos (r, acc) end | ZERO_OR_ONE regex => firstpos (regex, acc) | ZERO_OR_MORE regex => firstpos (regex, acc) | ONE_OR_MORE regex => firstpos (regex, acc) | GROUP regex => firstpos (regex, acc) fun lastpos (tree, acc) = case tree of CHAR_LITERAL {position, ...} => position :: acc | WILDCARD i => i :: acc | CONCAT {l, r, ...} => if isNullable r then let val acc = lastpos (l, acc) in lastpos (r, acc) end else lastpos (l, acc) | ALTERNATION {l, r, ...} => let val acc = lastpos (l, acc) in lastpos (r, acc) end | ZERO_OR_ONE regex => lastpos (regex, acc) | ZERO_OR_MORE regex => lastpos (regex, acc) | ONE_OR_MORE regex => lastpos (regex, acc) | GROUP regex => lastpos (regex, acc) fun followpos (char, regex, acc) = case regex of CONCAT {r, ...} => firstpos (r, acc) | ZERO_OR_MORE r => firstpos (r, acc) | ZERO_OR_ONE r => firstpos (r, acc) | ONE_OR_MORE r => firstpos (r, acc) | _ => acc (* Does two things: * 1. Descends to the leaf matching 'pos'. * 2. If the character at 'pos' matches the current character, * calls followpos at the appropriate nodes. * In the end, we get a list of positions to follow. *) fun getFollowsForPositionAndChar (regex: regex, pos, curChr) = case regex of CHAR_LITERAL {char, position = _} => if Char.ord char = curChr then {sawConcat = false, follows = [], charIsMatch = true} else {sawConcat = false, follows = [], charIsMatch = false} | WILDCARD _ => {sawConcat = false, follows = [], charIsMatch = true} | ALTERNATION {l, r, leftMaxState, rightMaxState} => let val nodeToFollow = if pos <= leftMaxState then l else r in getFollowsForPositionAndChar (nodeToFollow, pos, curChr) end | GROUP regex => getFollowsForPositionAndChar (regex, pos, curChr) | CONCAT {l, r, leftMaxState, ...} => let val nodeToFollow = if pos <= leftMaxState then l else r val result = getFollowsForPositionAndChar (nodeToFollow, pos, curChr) val {sawConcat, follows, charIsMatch} = result in if charIsMatch then if sawConcat then (* saw concat, so we got follow pos already *) result else (* get followpos *) let val fp = followpos (curChr, regex, follows) in {sawConcat = true, follows = fp, charIsMatch = true} end else (* char does not match, so don't get followpos *) result end | ZERO_OR_ONE child => getFollowsForPositionAndCharLoop (pos, regex, child, curChr) | ZERO_OR_MORE child => getFollowsForPositionAndCharLoop (pos, regex, child, curChr) | ONE_OR_MORE child => getFollowsForPositionAndCharLoop (pos, regex, child, curChr) and getFollowsForPositionAndCharLoop (pos, regex, child, curChr) = let val result = getFollowsForPositionAndChar (child, pos, curChr) val {sawConcat, follows, charIsMatch} = result in if charIsMatch then if sawConcat then result else let val fp = followpos (curChr, regex, follows) in {sawConcat = false, follows = fp, charIsMatch = true} end else result end fun getFollowPositionsFromList (lst: int list, regex, char, followSet) = case lst of hd :: tl => let val fpList = getFollowsForPositionAndChar (regex, hd, char) val followSet = List.foldl (fn (fp, followSet) => Set.insertOrReplace (fp, (), followSet)) followSet (#follows fpList) in getFollowPositionsFromList (tl, regex, char, followSet) end | [] => Set.keysToList followSet fun appendIfNew (pos, dstates, newStates) = if pos = Vector.length dstates then let val record = {transitions = newStates, marked = false} in Vector.concat [dstates, Vector.fromList [record]] end else let val {transitions: int list, marked = _} = Vector.sub (dstates, pos) in if transitions = newStates then dstates else appendIfNew (pos + 1, dstates, newStates) end fun getUnmarkedTransitionsIfExists (pos, dstates) = if pos = Vector.length dstates then NONE else let val record = Vector.sub (dstates, pos) in if #marked record then getUnmarkedTransitionsIfExists (pos + 1, dstates) else SOME (pos, #transitions record) end type dtran = int list Set.set fun convertChar (char, regex, dstates, dtran: dtran vector, curStates, curStatesIdx, setForCurStates) = if char < 0 then let (* append setForCurStates which was accumulated in this function * to the end of dtran. *) val dtran = Vector.concat [dtran, Vector.fromList [setForCurStates]] in (dstates, dtran) end else let (* get union of all follow positions *) val u = getFollowPositionsFromList (curStates, regex, char, Set.LEAF) in case u of [] => (* no follow positions from here, so don't add to dstates *) convertChar (char - 1, regex, dstates, dtran, curStates, curStatesIdx, setForCurStates) | _ => let (* add follow positions to dstates if they are not already inside * and if follow is not empty *) val dstates = appendIfNew (0, dstates, u) (* update dtran to include transitions for char. *) val setForCurStates = Set.insertOrReplace (char, u, setForCurStates) in convertChar (char - 1, regex, dstates, dtran, curStates, curStatesIdx, setForCurStates) end end fun convertLoop (regex, dstates, dtran) = case getUnmarkedTransitionsIfExists (0, dstates) of SOME (unmarkedIdx, unamarkedTransition) => let (* mark transition *) val dstates = let val newMark = {marked = true, transitions = unamarkedTransition} in Vector.update (dstates, unmarkedIdx, newMark) end val (dstates, dtran) = convertChar (255, regex, dstates, dtran, unamarkedTransition, unmarkedIdx, Set.LEAF) in convertLoop (regex, dstates, dtran) end | NONE => (dstates, dtran) fun convert regex = let val first = List.rev (firstpos (regex, [])) val dstates = Vector.fromList [{transitions = first, marked = false}] in convertLoop (regex, dstates, Vector.fromList []) end end fun fromString str = case ParseDfa.parse (str, 0) of SOME (ast, _) => ToDfa.convert ast | NONE => (Vector.fromList [], Vector.fromList []) end val (ds, dt) = DfaGen.fromString "(a|b)*abb#"