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edu.stanford.nlp.ling.tokensregex.SequenceMatcher Maven / Gradle / Ivy

package edu.stanford.nlp.ling.tokensregex;

import edu.stanford.nlp.util.*;

import java.util.*;
import java.util.logging.Level;
import java.util.logging.Logger;

import static edu.stanford.nlp.ling.tokensregex.SequenceMatcher.FindType.FIND_NONOVERLAPPING;

/**
 * A generic sequence matcher.
 *
 * 

* Similar to Java's {@code Matcher} except it matches sequences over an arbitrary type {@code T} * instead of characters. * For a type {@code T} to be matchable, it has to have a corresponding {@code NodePattern} that indicates * whether a node is matched or not. *

* *

* A matcher is created as follows: *


 *   SequencePattern p = SequencePattern.compile("...");
 *   SequencePattern m = p.getMatcher(List sequence);
 * 
*

* *

* Functions for searching *


 *    boolean matches()
 *    boolean find()
 *    boolean find(int start)
 * 
* Functions for retrieving matched patterns *

 *    int groupCount()
 *    List<T> groupNodes(), List<T> groupNodes(int g)
 *    String group(), String group(int g)
 *    int start(), int start(int g), int end(), int end(int g)
 * 
* Functions for replacing *

 *    List<T> replaceFirst(List<T> seq), List replaceAll(List<T> seq)
 *    List<T> replaceFirstExtended(List<MatchReplacement<T>> seq), List<T> replaceAllExtended(List<MatchReplacement<T>> seq)
 * 
* Functions for defining the region of the sequence to search over * (default region is entire sequence) *

 *     void region(int start, int end)
 *     int regionStart()
 *     int regionEnd()
 * 
*

* *

* NOTE: When find is used, matches are attempted starting from the specified start index of the sequence * The match with the earliest starting index is returned. *

* * @author Angel Chang */ public class SequenceMatcher extends BasicSequenceMatchResult { private static final Logger logger = Logger.getLogger(SequenceMatcher.class.getName()); boolean includeEmptyMatches = false; boolean matchingCompleted = false; boolean matched = false; boolean matchWithResult = false; // If result of matches should be kept int nextMatchStart = 0; int regionStart = 0; int regionEnd = -1; // TODO: Check and fix implementation for FIND_ALL /** * Type of search to perform *
    *
  • FIND_NONOVERLAPPING - Find nonoverlapping matches (default)
  • *
  • FIND_ALL - Find all potential matches * Greedy/reluctant quantifiers are not enforced * (perhaps should add syntax where some of them are enforced...)
  • *
*/ public enum FindType { FIND_NONOVERLAPPING, FIND_ALL } FindType findType = FIND_NONOVERLAPPING; // For FIND_ALL Iterator curMatchIter = null; MatchedStates curMatchStates = null; Set prevMatchedSignatures = new HashSet<>(); // Branching limit for searching with back tracking. Higher value makes the search faster but uses more memory. int branchLimit = 2; protected SequenceMatcher(SequencePattern pattern, List elements) { this.pattern = pattern; // NOTE: It is important elements DO NOT change as we do matches // TODO: Should we just make a copy of the elements? this.elements = elements; if (elements == null) { throw new IllegalArgumentException("Cannot match against null elements"); } this.regionEnd = elements.size(); this.priority = pattern.priority; this.score = pattern.weight; this.varGroupBindings = pattern.varGroupBindings; matchedGroups = new MatchedGroup[pattern.totalGroups]; } public void setBranchLimit(int blimit){ this.branchLimit = blimit; } /** * Interface that specifies what to replace a matched pattern with * @param */ public static interface MatchReplacement { /** * Append to replacement list * @param match Current matched sequence * @param list replacement list */ public void append(SequenceMatchResult match, List list); } /** * Replacement item is a sequence of items * @param */ public static class BasicMatchReplacement implements MatchReplacement { List replacement; public BasicMatchReplacement(T... replacement) { this.replacement = Arrays.asList(replacement); } public BasicMatchReplacement(List replacement) { this.replacement = replacement; } /** * Append to replacement list our list of replacement items * @param match Current matched sequence * @param list replacement list */ public void append(SequenceMatchResult match, List list) { list.addAll(replacement); } } /** * Replacement item is a matched group specified with a group name * @param */ public static class NamedGroupMatchReplacement implements MatchReplacement { String groupName; public NamedGroupMatchReplacement(String groupName) { this.groupName = groupName; } /** * Append to replacement list the matched group with the specified group name * @param match Current matched sequence * @param list replacement list */ public void append(SequenceMatchResult match, List list) { list.addAll(match.groupNodes(groupName)); } } /** * Replacement item is a matched group specified with a group id * @param */ public static class GroupMatchReplacement implements MatchReplacement { int group; public GroupMatchReplacement(int group) { this.group = group; } /** * Append to replacement list the matched group with the specified group id * @param match Current matched sequence * @param list replacement list */ public void append(SequenceMatchResult match, List list) { list.addAll(match.groupNodes(group)); } } /** * Replaces all occurrences of the pattern with the specified list * of replacement items (can include matched groups). * @param replacement What to replace the matched sequence with * @return New list with all occurrences of the pattern replaced * @see #replaceFirst(java.util.List) * @see #replaceFirstExtended(java.util.List) * @see #replaceAllExtended(java.util.List) */ public List replaceAllExtended(List> replacement) { List res = new ArrayList<>(); FindType oldFindType = findType; findType = FindType.FIND_NONOVERLAPPING; int index = 0; while (find()) { // Copy from current index to found index res.addAll(elements().subList(index, start())); for (MatchReplacement r:replacement) { r.append(this, res); } index = end(); } res.addAll(elements().subList(index, elements().size())); findType = oldFindType; return res; } /** * Replaces the first occurrence of the pattern with the specified list * of replacement items (can include matched groups). * @param replacement What to replace the matched sequence with * @return New list with the first occurrence of the pattern replaced * @see #replaceFirst(java.util.List) * @see #replaceAll(java.util.List) * @see #replaceAllExtended(java.util.List) */ public List replaceFirstExtended(List> replacement) { List res = new ArrayList<>(); FindType oldFindType = findType; findType = FindType.FIND_NONOVERLAPPING; int index = 0; if (find()) { // Copy from current index to found index res.addAll(elements().subList(index, start())); for (MatchReplacement r:replacement) { r.append(this, res); } index = end(); } res.addAll(elements().subList(index, elements().size())); findType = oldFindType; return res; } /** * Replaces all occurrences of the pattern with the specified list. * Use {@link #replaceAllExtended(java.util.List)} to replace with matched groups. * @param replacement What to replace the matched sequence with * @return New list with all occurrences of the pattern replaced * @see #replaceAllExtended(java.util.List) * @see #replaceFirst(java.util.List) * @see #replaceFirstExtended(java.util.List) */ public List replaceAll(List replacement) { List res = new ArrayList<>(); FindType oldFindType = findType; findType = FindType.FIND_NONOVERLAPPING; int index = 0; while (find()) { // Copy from current index to found index res.addAll(elements().subList(index, start())); res.addAll(replacement); index = end(); } res.addAll(elements().subList(index, elements().size())); findType = oldFindType; return res; } /** * Replaces the first occurrence of the pattern with the specified list. * Use {@link #replaceFirstExtended(java.util.List)} to replace with matched groups. * @param replacement What to replace the matched sequence with * @return New list with the first occurrence of the pattern replaced * @see #replaceAll(java.util.List) * @see #replaceAllExtended(java.util.List) * @see #replaceFirstExtended(java.util.List) */ public List replaceFirst(List replacement) { List res = new ArrayList<>(); FindType oldFindType = findType; findType = FindType.FIND_NONOVERLAPPING; int index = 0; if (find()) { // Copy from current index to found index res.addAll(elements().subList(index, start())); res.addAll(replacement); index = end(); } res.addAll(elements().subList(index, elements().size())); findType = oldFindType; return res; } public FindType getFindType() { return findType; } public void setFindType(FindType findType) { this.findType = findType; } public boolean isMatchWithResult() { return matchWithResult; } public void setMatchWithResult(boolean matchWithResult) { this.matchWithResult = matchWithResult; } /** * Reset the matcher and then searches for pattern at the specified start index * @param start - Index at which to start the search * @return true if a match is found (false otherwise) * @throws IndexOutOfBoundsException if start is {@literal <} 0 or larger then the size of the sequence * @see #find() */ public boolean find(int start) { if (start < 0 || start > elements.size()) { throw new IndexOutOfBoundsException("Invalid region start=" + start + ", need to be between 0 and " + elements.size()); } reset(); return find(start, false); } protected boolean find(int start, boolean matchStart) { boolean done = false; while (!done) { boolean res = find0(start, matchStart); if (res) { boolean empty = this.group().isEmpty(); if (!empty || includeEmptyMatches) return res; else { start = start + 1; } } done = !res; } return false; } protected boolean find0(int start, boolean matchStart) { boolean match = false; matched = false; matchingCompleted = false; if (matchStart) { match = findMatchStart(start, false); } else { for (int i = start; i < regionEnd; i++) { match = findMatchStart(i, false); if (match) { break; } } } matched = match; matchingCompleted = true; if (matched) { nextMatchStart = (findType == FindType.FIND_NONOVERLAPPING)? end(): start()+1; } else { nextMatchStart = -1; } return match; } /** * Searches for pattern in the region starting * at the next index * @return true if a match is found (false otherwise) */ private boolean findNextNonOverlapping() { if (nextMatchStart < 0) { return false; } return find(nextMatchStart, false); } private boolean findNextAll() { if (curMatchIter != null && curMatchIter.hasNext()) { while (curMatchIter.hasNext()) { int next = curMatchIter.next(); curMatchStates.setMatchedGroups(next); String sig = getMatchedSignature(); if (!prevMatchedSignatures.contains(sig)) { prevMatchedSignatures.add(sig); return true; } } } if (nextMatchStart < 0) { return false; } prevMatchedSignatures.clear(); boolean matched = find(nextMatchStart, false); if (matched) { Collection matchedBranches = curMatchStates.getMatchIndices(); curMatchIter = matchedBranches.iterator(); int next = curMatchIter.next(); curMatchStates.setMatchedGroups(next); prevMatchedSignatures.add(getMatchedSignature()); } return matched; } /** * Applies the matcher and returns all non overlapping matches * @return a Iterable of match results */ public Iterable> findAllNonOverlapping() { Iterator> iter = new Iterator>() { SequenceMatchResult next; private SequenceMatchResult getNext() { boolean found = find(); if (found) { return toBasicSequenceMatchResult(); } else { return null; } } @Override public boolean hasNext() { if (next == null) { next = getNext(); return (next != null); } else { return true; } } @Override public SequenceMatchResult next() { if (!hasNext()) { throw new NoSuchElementException(); } SequenceMatchResult res = next; next = null; return res; } public void remove() { throw new UnsupportedOperationException(); } }; return new IterableIterator<>(iter); } /** * Searches for the next occurrence of the pattern * @return true if a match is found (false otherwise) * @see #find(int) */ public boolean find() { switch (findType) { case FIND_NONOVERLAPPING: return findNextNonOverlapping(); case FIND_ALL: return findNextAll(); default: throw new UnsupportedOperationException("Unsupported findType " + findType); } } protected boolean findMatchStart(int start, boolean matchAllTokens) { switch (findType) { case FIND_NONOVERLAPPING: return findMatchStartBacktracking(start, matchAllTokens); case FIND_ALL: // TODO: Should use backtracking here too, need to keep track of todo stack // so we can recover after finding a match return findMatchStartNoBacktracking(start, matchAllTokens); default: throw new UnsupportedOperationException("Unsupported findType " + findType); } } // Does not do backtracking - alternative matches are stored as we go protected boolean findMatchStartNoBacktracking(int start, boolean matchAllTokens) { boolean matchAll = true; MatchedStates cStates = getStartStates(); // Save cStates for FIND_ALL .... curMatchStates = cStates; for(int i = start; i < regionEnd; i++){ boolean match = cStates.match(i); if (cStates == null || cStates.size() == 0) { break; } if (!matchAllTokens) { if ((matchAll && cStates.isAllMatch()) || (!matchAll && cStates.isMatch())) { cStates.completeMatch(); return true; } } } cStates.completeMatch(); return cStates.isMatch(); } // Does some backtracking... protected boolean findMatchStartBacktracking(int start, boolean matchAllTokens) { boolean matchAll = true; Stack todo = new Stack<>(); MatchedStates cStates = getStartStates(); cStates.curPosition = start-1; todo.push(cStates); while (!todo.empty()) { cStates = todo.pop(); int s = cStates.curPosition+1; for(int i = s; i < regionEnd; i++){ if (Thread.interrupted()) { throw new RuntimeInterruptedException(); } boolean match = cStates.match(i); if (cStates == null || cStates.size() == 0) { break; } if (!matchAllTokens) { if ((matchAll && cStates.isAllMatch()) || (!matchAll && cStates.isMatch())) { cStates.completeMatch(); return true; } } if (branchLimit >= 0 && cStates.branchSize() > branchLimit) { MatchedStates s2 = cStates.split(branchLimit); todo.push(s2); } } if (cStates.isMatch()) { cStates.completeMatch(); return true; } cStates.clean(); } return false; } /** * Checks if the pattern matches the entire sequence * @return true if the entire sequence is matched (false otherwise) * @see #find() */ public boolean matches() { matched = false; matchingCompleted = false; boolean status = findMatchStart(0, true); if (status) { // Check if entire region is matched status = ((matchedGroups[0].matchBegin == regionStart) && (matchedGroups[0].matchEnd == regionEnd)); } matchingCompleted = true; matched = status; return status; } private void clearMatched() { for (int i = 0; i < matchedGroups.length; i++) { matchedGroups[i] = null; } if (matchedResults != null) { for (int i = 0; i < matchedResults.length; i++) { matchedResults[i] = null; } } } private String getStateMessage() { if (!matchingCompleted) { return "Matching not completed"; } else if (!matched) { return "No match found"; } else { return "Match successful"; } } /** * Set region to search in * @param start - start index * @param end - end index (exclusive) */ public void region(int start, int end) { if (start < 0 || start > elements.size()) { throw new IndexOutOfBoundsException("Invalid region start=" + start + ", need to be between 0 and " + elements.size()); } if (end < 0 || end > elements.size()) { throw new IndexOutOfBoundsException("Invalid region end=" + end + ", need to be between 0 and " + elements.size()); } if (start > end) { throw new IndexOutOfBoundsException("Invalid region end=" + end + ", need to be larger then start=" + start); } this.regionStart = start; this.nextMatchStart = start; this.regionEnd = end; } public int regionEnd() { return regionEnd; } public int regionStart() { return regionStart; } /** * Returns a copy of the current match results. Use this method * to save away match results for later use, since future operations * using the SequenceMatcher changes the match results. * @return Copy of the the current match results */ public BasicSequenceMatchResult toBasicSequenceMatchResult() { if (matchingCompleted && matched) { return super.toBasicSequenceMatchResult(); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public int start(int group) { if (matchingCompleted && matched) { return super.start(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public int end(int group) { if (matchingCompleted && matched) { return super.end(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public List groupNodes(int group) { if (matchingCompleted && matched) { return super.groupNodes(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public Object groupValue(int group) { if (matchingCompleted && matched) { return super.groupValue(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public MatchedGroupInfo groupInfo(int group) { if (matchingCompleted && matched) { return super.groupInfo(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public List groupMatchResults(int group) { if (matchingCompleted && matched) { return super.groupMatchResults(group); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public Object groupMatchResult(int group, int index) { if (matchingCompleted && matched) { return super.groupMatchResult(group, index); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } public Object nodeMatchResult(int index) { if (matchingCompleted && matched) { return super.nodeMatchResult(index); } else { String message = getStateMessage(); throw new IllegalStateException(message); } } /** * Clears matcher * - Clears matched groups, reset region to be entire sequence */ public void reset() { regionStart = 0; regionEnd = elements.size(); nextMatchStart = 0; matchingCompleted = false; matched = false; clearMatched(); // Clearing for FIND_ALL prevMatchedSignatures.clear(); curMatchIter = null; curMatchStates = null; } /** * Returns the ith element * @param i - index * @return ith element */ public T get(int i) { return elements.get(i); } /** Returns a non-null MatchedStates, which has a non-empty states list inside. */ private MatchedStates getStartStates() { return new MatchedStates<>(this, pattern.root); } /** * Contains information about a branch of running the NFA matching */ private static class BranchState { // Branch id int bid; // Parent branch state BranchState parent; // Map of group id to matched group Map matchedGroups; // Map of sequence index id to matched node result Map matchedResults; // Map of state to object storing information about the state for this branch of execution // Used for states corresponding to // repeating patterns: key is RepeatState, object is Pair // pair indicates sequence index and whether the match was complete // multinode patterns: key is MultiNodePatternState, object is Interval // the interval indicates the start and end node indices for the multinode pattern // conjunction patterns: key is ConjStartState, object is ConjMatchStateInfo Map matchStateInfo; //Map> matchStateCount; Set bidsToCollapse; // Branch ids to collapse together with this branch // Used for conjunction states, which requires multiple paths // through the NFA to hold Set collapsedBids; // Set of Branch ids that has already been collapsed ... // assumes that after being collapsed no more collapsing required public BranchState(int bid) { this(bid, null); } public BranchState(int bid, BranchState parent) { this.bid = bid; this.parent = parent; if (parent != null) { if (parent.matchedGroups != null) { matchedGroups = new LinkedHashMap<>(parent.matchedGroups); } if (parent.matchedResults != null) { matchedResults = new LinkedHashMap<>(parent.matchedResults); } /* if (parent.matchStateCount != null) { matchStateCount = new LinkedHashMap>(parent.matchStateCount); } */ if (parent.matchStateInfo != null) { matchStateInfo = new LinkedHashMap<>(parent.matchStateInfo); } if (parent.bidsToCollapse != null) { bidsToCollapse = new ArraySet<>(parent.bidsToCollapse.size()); bidsToCollapse.addAll(parent.bidsToCollapse); } if (parent.collapsedBids != null) { collapsedBids = new ArraySet<>(parent.collapsedBids.size()); collapsedBids.addAll(parent.collapsedBids); } } } // Add to list of related branch ids that we would like to keep... private void updateKeepBids(BitSet bids) { if (matchStateInfo != null) { // TODO: Make values of matchStateInfo more organized (implement some interface) so we don't // need this kind of specialized code for (SequencePattern.State s:matchStateInfo.keySet()) { if (s instanceof SequencePattern.ConjStartState) { SequencePattern.ConjMatchStateInfo info = (SequencePattern.ConjMatchStateInfo) matchStateInfo.get(s); info.updateKeepBids(bids); } } } } private void addBidsToCollapse(int[] bids) { if (bidsToCollapse == null) { bidsToCollapse = new ArraySet<>(bids.length); } for (int b:bids) { if (b != bid) { bidsToCollapse.add(b); } } } private void addMatchedGroups(Map g) { for (Integer k:g.keySet()) { if (!matchedGroups.containsKey(k)) { matchedGroups.put(k, g.get(k)); } } } private void addMatchedResults(Map res) { if (res != null) { for (Integer k:res.keySet()) { if (!matchedResults.containsKey(k)) { matchedResults.put(k, res.get(k)); } } } } } private static class State { int bid; SequencePattern.State tstate; public State(int bid, SequencePattern.State tstate) { this.bid = bid; this.tstate = tstate; } @Override public boolean equals(Object o) { if (this == o) { return true; } if (o == null || getClass() != o.getClass()) { return false; } State state = (State) o; if (bid != state.bid) { return false; } if (tstate != null ? !tstate.equals(state.tstate) : state.tstate != null) { return false; } return true; } @Override public int hashCode() { int result = bid; result = 31 * result + (tstate != null ? tstate.hashCode() : 0); return result; } } /** * Overall information about the branching of paths through the NFA * (maintained for one attempt at matching, with multiple MatchedStates) */ static class BranchStates { // Index of global branch id to pair of parent branch id and branch index // (the branch index is with respect to parent, from 1 to number of branches the parent has) // TODO: This index can grow rather large, use index that allows for shrinkage // (has remove function and generate new id every time) HashIndex> bidIndex = new HashIndex<>(4); // Map of branch id to branch state Map branchStates = new HashMap<>();//Generics.newHashMap(); // The activeMatchedStates is only kept to determine what branch states are still needed // It's okay if it overly conservative and has more states than needed, // And while ideally a set, it's okay to have duplicates (esp if it is a bit faster for normal cases). Collection activeMatchedStates = new ArrayList<>();//= Generics.newHashSet(); /** * Links specified MatchedStates to us (list of MatchedStates * is used to determine what branch states still need to be kept) * @param s */ private void link(MatchedStates s) { activeMatchedStates.add(s); } /** * Unlinks specified MatchedStates to us (list of MatchedStates * is used to determine what branch states still need to be kept) * @param s */ private void unlink(MatchedStates s) { // Make sure all instances of s are removed while (activeMatchedStates.remove(s)) {} } protected int getBid(int parent, int child) { return bidIndex.indexOf(new Pair<>(parent,child)); } protected int newBid(int parent, int child) { return bidIndex.addToIndexUnsafe(new Pair<>(parent,child)); } protected int size() { return branchStates.size(); } /** * Removes branch states are are no longer needed */ private void condense() { BitSet keepBidStates = new BitSet(); // Set curBidSet = new HashSet();//Generics.newHashSet(); // Set keepBidStates = new HashSet();//Generics.newHashSet(); for (MatchedStates ms:activeMatchedStates) { // Trim out unneeded states info List states = ms.states; if (logger.isLoggable(Level.FINEST)) { logger.finest("Condense matched state: curPosition=" + ms.curPosition + ", totalTokens=" + ms.matcher.elements.size() + ", nStates=" + states.size()); } for (State state: states) { keepBidStates.set(state.bid); } } for (MatchedStates ms : activeMatchedStates) { for (State state : (List) ms.states) { int bid = state.bid; BranchState bs = getBranchState(bid); if (bs != null) { keepBidStates.set(bs.bid); bs.updateKeepBids(keepBidStates); if (bs.bidsToCollapse != null) { mergeBranchStates(bs); } } } } Iterator iter = branchStates.keySet().iterator(); while (iter.hasNext()) { int bid = iter.next(); if (!keepBidStates.get(bid)) { if (logger.isLoggable(Level.FINEST)) { logger.finest("Remove state for bid=" + bid); } iter.remove(); } } /* note[gabor]: replaced code below with the above Collection curBidStates = new ArrayList(branchStates.keySet()); for (int bid:curBidStates) { if (!keepBidStates.get(bid)) { if (logger.isLoggable(Level.FINEST)) { logger.finest("Remove state for bid=" + bid); } branchStates.remove(bid); } } */ // TODO: We should be able to trim some bids from our bidIndex as well.... /* if (bidIndex.size() > 1000) { logger.warning("Large bid index of size " + bidIndex.size()); } */ } /** * Given a branch id, return a list of parent branches * @param bid branch id * @return list of parent branch ids */ private List getParents(int bid) { List pids = new ArrayList<>(); Pair p = bidIndex.get(bid); while (p != null && p.first() >= 0) { pids.add(p.first()); p = bidIndex.get(p.first()); } Collections.reverse(pids); return pids; } /** * Returns the branch state for a given branch id * (the appropriate ancestor branch state is returned if * there is no branch state associated with the given branch id) * @param bid branch id * @return BranchState associated with the given branch id */ protected BranchState getBranchState(int bid) { BranchState bs = branchStates.get(bid); if (bs == null) { BranchState pbs = null; int id = bid; while (pbs == null && id >= 0) { Pair p = bidIndex.get(id); id = p.first; pbs = branchStates.get(id); } bs = pbs; } return bs; } /** * Returns the branch state for a given branch id * (the appropriate ancestor branch state is returned if * there is no branch state associated with the given branch id) * If add is true, then adds a new branch state for this branch id * (ensuring that the returned branch state is for the specified branch id) * @param bid branch id * @param add whether a new branched state should be added * @return BranchState associated with the given branch id */ protected BranchState getBranchState(int bid, boolean add) { BranchState bs = getBranchState(bid); if (add) { if (bs == null) { bs = new BranchState(bid); } else if (bs.bid != bid) { bs = new BranchState(bid, bs); } branchStates.put(bid, bs); } return bs; } protected Map getMatchedGroups(int bid, boolean add) { BranchState bs = getBranchState(bid, add); if (bs == null) { return null; } if (add && bs.matchedGroups == null) { bs.matchedGroups = new LinkedHashMap<>(); } return bs.matchedGroups; } protected MatchedGroup getMatchedGroup(int bid, int groupId) { Map map = getMatchedGroups(bid, false); if (map != null) { return map.get(groupId); } else { return null; } } protected void setGroupStart(int bid, int captureGroupId, int curPosition) { if (captureGroupId >= 0) { Map matchedGroups = getMatchedGroups(bid, true); MatchedGroup mg = matchedGroups.get(captureGroupId); if (mg != null) { // This is possible if we have patterns like "( ... )+" in which case multiple nodes can match as the subgroup // We will match the first occurrence and use that as the subgroup (Java uses the last match as the subgroup) logger.fine("Setting matchBegin=" + curPosition + ": Capture group " + captureGroupId + " already exists: " + mg); } matchedGroups.put(captureGroupId, new MatchedGroup(curPosition, -1, null)); } } protected void setGroupEnd(int bid, int captureGroupId, int curPosition, Object value) { if (captureGroupId >= 0) { Map matchedGroups = getMatchedGroups(bid, true); MatchedGroup mg = matchedGroups.get(captureGroupId); int end = curPosition+1; if (mg != null) { if (mg.matchEnd == -1) { matchedGroups.put(captureGroupId, new MatchedGroup(mg.matchBegin, end, value)); } else { if (mg.matchEnd != end) { logger.warning("Cannot set matchEnd=" + end + ": Capture group " + captureGroupId + " already ended: " + mg); } } } else { logger.warning("Cannot set matchEnd=" + end + ": Capture group " + captureGroupId + " is null"); } } } protected void clearGroupStart(int bid, int captureGroupId) { if (captureGroupId >= 0) { Map matchedGroups = getMatchedGroups(bid, false); if (matchedGroups != null) { matchedGroups.remove(captureGroupId); } } } protected Map getMatchedResults(int bid, boolean add) { BranchState bs = getBranchState(bid, add); if (bs == null) { return null; } if (add && bs.matchedResults == null) { bs.matchedResults = new LinkedHashMap<>(); } return bs.matchedResults; } protected Object getMatchedResult(int bid, int index) { Map map = getMatchedResults(bid, false); if (map != null) { return map.get(index); } else { return null; } } protected void setMatchedResult(int bid, int index, Object obj) { if (index >= 0) { Map matchedResults = getMatchedResults(bid, true); Object oldObj = matchedResults.get(index); if (oldObj != null) { logger.warning("Setting matchedResult=" + obj + ": index " + index + " already exists: " + oldObj); } matchedResults.put(index, obj); } } protected int getBranchId(int bid, int nextBranchIndex, int nextTotal) { if (nextBranchIndex <= 0 || nextBranchIndex > nextTotal) { throw new IllegalArgumentException("Invalid nextBranchIndex=" + nextBranchIndex + ", nextTotal=" + nextTotal); } if (nextTotal == 1) { return bid; } else { Pair p = new Pair<>(bid, nextBranchIndex); int i = bidIndex.indexOf(p); if (i < 0) { for (int j = 0; j < nextTotal; j++) { bidIndex.add(new Pair<>(bid, j + 1)); } i = bidIndex.indexOf(p); } return i; } } protected Map getMatchStateInfo(int bid, boolean add) { BranchState bs = getBranchState(bid, add); if (bs == null) { return null; } if (add && bs.matchStateInfo == null) { bs.matchStateInfo = new LinkedHashMap<>(); } return bs.matchStateInfo; } protected Object getMatchStateInfo(int bid, SequencePattern.State node) { Map matchStateInfo = getMatchStateInfo(bid, false); return (matchStateInfo != null)? matchStateInfo.get(node):null; } protected void removeMatchStateInfo(int bid, SequencePattern.State node) { Object obj = getMatchStateInfo(bid, node); if (obj != null) { Map matchStateInfo = getMatchStateInfo(bid, true); matchStateInfo.remove(node); } } protected void setMatchStateInfo(int bid, SequencePattern.State node, Object obj) { Map matchStateInfo = getMatchStateInfo(bid, true); matchStateInfo.put(node, obj); } protected void startMatchedCountInc(int bid, SequencePattern.State node) { startMatchedCountInc(bid, node, 1, 1); } protected void startMatchedCountDec(int bid, SequencePattern.State node) { startMatchedCountInc(bid, node, 0, -1); } protected void startMatchedCountInc(int bid, SequencePattern.State node, int initialValue, int delta) { Map matchStateCount = getMatchStateInfo(bid, true); Pair p = (Pair) matchStateCount.get(node); if (p == null) { matchStateCount.put(node, new Pair<>(initialValue, false)); } else { matchStateCount.put(node, new Pair<>(p.first() + delta, false)); } } protected int endMatchedCountInc(int bid, SequencePattern.State node) { Map matchStateCount = getMatchStateInfo(bid, false); if (matchStateCount == null) { return 0; } matchStateCount = getMatchStateInfo(bid, true); Pair p = (Pair) matchStateCount.get(node); if (p != null) { int v = p.first(); matchStateCount.put(node, new Pair<>(v, true)); return v; } else { return 0; } } protected void clearMatchedCount(int bid, SequencePattern.State node) { removeMatchStateInfo(bid, node); } protected void setMatchedInterval(int bid, SequencePattern.State node, HasInterval interval) { Map matchStateInfo = getMatchStateInfo(bid, true); HasInterval p = (HasInterval) matchStateInfo.get(node); if (p == null) { matchStateInfo.put(node, interval); } else { logger.warning("Interval already exists for bid=" + bid); } } protected HasInterval getMatchedInterval(int bid, SequencePattern.State node) { Map matchStateInfo = getMatchStateInfo(bid, true); HasInterval p = (HasInterval) matchStateInfo.get(node); return p; } protected void addBidsToCollapse(int bid, int[] bids) { BranchState bs = getBranchState(bid, true); bs.addBidsToCollapse(bids); } private void mergeBranchStates(BranchState bs) { if (bs.bidsToCollapse != null && bs.bidsToCollapse.size() > 0) { for (int cbid:bs.bidsToCollapse) { // Copy over the matched group info if (cbid != bs.bid) { BranchState cbs = getBranchState(cbid); if (cbs != null) { bs.addMatchedGroups(cbs.matchedGroups); bs.addMatchedResults(cbs.matchedResults); } else { logger.finest("Unable to find state info for bid=" + cbid); } } } if (bs.collapsedBids == null) { bs.collapsedBids = bs.bidsToCollapse; } else { bs.collapsedBids.addAll(bs.bidsToCollapse); } bs.bidsToCollapse = null; } } } private String getMatchedSignature() { if (matchedGroups == null) return null; StringBuilder sb = new StringBuilder(); for (MatchedGroup g : matchedGroups) { sb.append("(").append(g.matchBegin).append(",").append(g.matchEnd).append(")"); } return sb.toString(); } /** * Utility class that helps us perform pattern matching against a sequence * Keeps information about: *
    *
  • the states we need to visit
  • *
  • the current position in the sequence we are at
  • *
  • state for each branch we took
  • *
* @param Type of node that the matcher is operating on */ static class MatchedStates { // Sequence matcher with pattern that we are matching against and sequence final SequenceMatcher matcher; // Branch states BranchStates branchStates; // set of old states along with their branch ids (used to avoid reallocating mem) List oldStates; // new states to be explored (along with their branch ids) List states; // Current position to match int curPosition = -1; protected MatchedStates(SequenceMatcher matcher, SequencePattern.State state) { this(matcher, new BranchStates()); int bid = branchStates.newBid(-1, 0); states.add(new State(bid,state)); } private MatchedStates(SequenceMatcher matcher, BranchStates branchStates) { this.matcher = matcher; states = new ArrayList<>(); oldStates = new ArrayList<>(); this.branchStates = branchStates; branchStates.link(this); } protected BranchStates getBranchStates() { return branchStates; } /** * Split part of the set of states to explore into another MatchedStates * @param branchLimit - rough limit on the number of branches we want * to keep in each MatchedStates * @return new MatchedStates with part of the states still to be explored */ protected MatchedStates split(int branchLimit) { Set curBidSet = new HashSet<>();//Generics.newHashSet(); for (State state:states) { curBidSet.add(state.bid); } List bids = new ArrayList<>(curBidSet); Collections.sort(bids, (o1, o2) -> { int res = compareMatches(o1, o2); return res; }); MatchedStates newStates = new MatchedStates<>(matcher, branchStates); int v = Math.min(branchLimit, (bids.size()+1)/2); Set keepBidSet = new HashSet<>();//Generics.newHashSet(); keepBidSet.addAll(bids.subList(0, v)); swapAndClear(); for (State s:oldStates) { if (keepBidSet.contains(s.bid)) { states.add(s); } else { newStates.states.add(s); } } newStates.curPosition = curPosition; branchStates.condense(); return newStates; } protected List elements() { return matcher.elements; } protected T get() { return matcher.get(curPosition); } protected int size() { return states.size(); } protected int branchSize() { return branchStates.size(); } private void swap() { List tmpStates = oldStates; oldStates = states; states = tmpStates; } private void swapAndClear() { swap(); states.clear(); } // Attempts to match element at the specified position private boolean match(int position) { curPosition = position; boolean matched = false; swapAndClear(); // Start with old state, and try to match next element // New states to search after successful match will be updated during the match process for (State state:oldStates) { if (state.tstate.match(state.bid, this)) { matched = true; } } // Run NFA to process non consuming states boolean done = false; while (!done) { swapAndClear(); boolean matched0 = false; for (State state:oldStates) { if (state.tstate.match0(state.bid, this)) { matched0 = true; } } done = !matched0; } branchStates.condense(); return matched; } protected int compareMatches(int bid1, int bid2) { if (bid1 == bid2) return 0; List p1 = branchStates.getParents(bid1); p1.add(bid1); List p2 = branchStates.getParents(bid2); p2.add(bid2); int n = Math.min(p1.size(), p2.size()); for (int i = 0; i < n; i++) { if (p1.get(i) < p2.get(i)) return -1; if (p1.get(i) > p2.get(i)) return 1; } if (p1.size() < p2.size()) return -1; if (p1.size() > p2.size()) return 1; return 0; } /** * Returns index of state that results in match (-1 if no matches) */ private int getMatchIndex() { for (int i = 0; i < states.size(); i++) { State state = states.get(i); if (state.tstate.equals(SequencePattern.MATCH_STATE)) { return i; } } return -1; } /** * Returns a set of indices that results in a match */ private Collection getMatchIndices() { HashSet allMatchIndices = new LinkedHashSet<>();// Generics.newHashSet(); for (int i = 0; i < states.size(); i++) { State state = states.get(i); if (state.tstate.equals(SequencePattern.MATCH_STATE)) { allMatchIndices.add(i); } } return allMatchIndices; } /** * Of the potential match indices, selects one and returns it * (returns -1 if no matches) */ private int selectMatchIndex() { int best = -1; int bestbid = -1; for (int i = 0; i < states.size(); i++) { State state = states.get(i); if (state.tstate.equals(SequencePattern.MATCH_STATE)) { if (best < 0) { best = i; bestbid = state.bid; } else { // Compare if this match is better? int bid = state.bid; if (compareMatches(bestbid, bid) > 0) { bestbid = bid; best = i; } } } } return best; } private void completeMatch() { int matchStateIndex = selectMatchIndex(); setMatchedGroups(matchStateIndex); } /** * Set the indices of the matched groups * @param matchStateIndex */ private void setMatchedGroups(int matchStateIndex) { matcher.clearMatched(); if (matchStateIndex >= 0) { State state = states.get(matchStateIndex); int bid = state.bid; BranchState bs = branchStates.getBranchState(bid); if (bs != null) { branchStates.mergeBranchStates(bs); Map matchedGroups = bs.matchedGroups; if (matchedGroups != null) { for (int group:matchedGroups.keySet()) { matcher.matchedGroups[group] = matchedGroups.get(group); } } Map matchedResults = bs.matchedResults; if (matchedResults != null) { if (matcher.matchedResults == null) { matcher.matchedResults = new Object[matcher.elements().size()]; } for (int index:matchedResults.keySet()) { matcher.matchedResults[index] = matchedResults.get(index); } } } } } private boolean isAllMatch() { boolean allMatch = true; if (states.size() > 0) { for (State state:states) { if (!state.tstate.equals(SequencePattern.MATCH_STATE)) { allMatch = false; break; } } } else { allMatch = false; } return allMatch; } private boolean isMatch() { int matchStateIndex = getMatchIndex(); return (matchStateIndex >= 0); } protected void addStates(int bid, Collection newStates) { int i = 0; for (SequencePattern.State s:newStates) { i++; int id = branchStates.getBranchId(bid, i, newStates.size()); states.add(new State(id, s)); } } protected void addState(int bid, SequencePattern.State state) { this.states.add(new State(bid, state)); } private void clean() { branchStates.unlink(this); branchStates = null; } protected void setGroupStart(int bid, int captureGroupId) { branchStates.setGroupStart(bid, captureGroupId, curPosition); } protected void setGroupEnd(int bid, int captureGroupId, Object value) { branchStates.setGroupEnd(bid, captureGroupId, curPosition, value); } protected void setGroupEnd(int bid, int captureGroupId, int position, Object value) { branchStates.setGroupEnd(bid, captureGroupId, position, value); } protected void clearGroupStart(int bid, int captureGroupId) { branchStates.clearGroupStart(bid, captureGroupId); } } }