structure Nfa = 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 end structure ParseNfa = 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 firstposWithChar (tree, acc) = case tree of CHAR_LITERAL {position, char} => {position = position, char = Char.ord char, marked = false} :: acc | WILDCARD position => {position = position, char = ~1, marked = false} :: acc | CONCAT {l, r, ...} => if isNullable l then let val acc = firstposWithChar (l, acc) in firstposWithChar (r, acc) end else firstposWithChar (l, acc) | ALTERNATION {l, r, ...} => let val acc = firstposWithChar (l, acc) in firstposWithChar (r, acc) end | ZERO_OR_ONE regex => firstposWithChar (regex, acc) | ZERO_OR_MORE regex => firstposWithChar (regex, acc) | ONE_OR_MORE regex => firstposWithChar (regex, acc) | GROUP regex => firstposWithChar (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 fun insertIntsFromList (lst, acc) : unit Set.set = case lst of hd :: tl => let val acc = Set.insertOrReplace (hd, (), acc) in insertIntsFromList (tl, acc) end | [] => acc (* for help finding followpos of a particular node. * Get list of concat and loop nodes to pos. * Direct ancestor is at front of list, and furthest ancestor * is at end of list. * We are filtering until first concat because the concat node * represents the first transition, from which the pos can exit * its current state. * *) fun filterUntilFirstConcat (lst: regex list, acc: unit Set.set, char: int) : unit Set.set = case lst of hd :: tl => (case hd of CONCAT _ => let val fp: int list = followpos (char, hd, []) in insertIntsFromList (fp, acc) end | ZERO_OR_ONE _ => let val fp = followpos (char, hd, []) val acc = insertIntsFromList (fp, acc) in filterUntilFirstConcat (tl, acc, char) end | ZERO_OR_MORE _ => let val fp = followpos (char, hd, []) val acc = insertIntsFromList (fp, acc) in filterUntilFirstConcat (tl, acc, char) end | ONE_OR_MORE _ => let val fp = followpos (char, hd, []) val acc = insertIntsFromList (fp, acc) in filterUntilFirstConcat (tl, acc, char) end | _ => raise Fail "nfa.sml 310: should only have loops and concats \ \in list to filter") | [] => acc fun getConcatAndLoopsToPos (tree: regex, pos: int, acc: regex list, char) = case tree of CONCAT {l, r, leftMaxState, rightMaxState} => if pos <= leftMaxState then getConcatAndLoopsToPos (l, pos, tree :: acc, char) else getConcatAndLoopsToPos (r, pos, tree :: acc, char) | ZERO_OR_ONE r => getConcatAndLoopsToPos (r, pos, tree :: acc, char) | ZERO_OR_MORE r => getConcatAndLoopsToPos (r, pos, tree :: acc, char) | ONE_OR_MORE r => getConcatAndLoopsToPos (r, pos, tree :: acc, char) | ALTERNATION {l, r, leftMaxState, rightMaxState} => if pos <= leftMaxState then getConcatAndLoopsToPos (l, pos, acc, char) else getConcatAndLoopsToPos (r, pos, acc, char) | CHAR_LITERAL _ => acc | WILDCARD _ => acc | GROUP r => getConcatAndLoopsToPos (r, pos, acc, char) fun getFollowPos tree = let val first = firstposWithChar (tree, []) val nodes = List.map (fn {char, position, marked = _} => let val node = getConcatAndLoopsToPos (tree, position, [], char) in {node = node, char = char} end) first val follows = List.foldl (fn ({node, char}, set) => let val subset = Set.getOrDefault (char, set, Set.LEAF) val subset = filterUntilFirstConcat (node, subset, char) in Set.insertOrReplace (char, subset, set) end) Set.LEAF nodes in follows end end fun parse str = case ParseNfa.parse (str, 0) of SOME (ast, _) => SOME ast | NONE => NONE fun firstposWithChar regex = ToDfa.firstposWithChar (regex, []) fun lastpos regex = ToDfa.lastpos (regex, []) val test = ToDfa.getFollowPos end val SOME nfa = Nfa.parse "(a|b)*abb"