private int computePenalty(int pos, int length) throws IOException {
if (length > SEARCH_MODE_KANJI_LENGTH) {
boolean allKanji = true;
// check if node consists of only kanji
final int endPos = pos + length;
for (int pos2 = pos; pos2 < endPos; pos2++) {
if (!characterDefinition.isKanji((char) buffer.get(pos2))) {
allKanji = false;
break;
}
}
if (allKanji) { // Process only Kanji keywords
return (length - SEARCH_MODE_KANJI_LENGTH) * SEARCH_MODE_KANJI_PENALTY;
} else if (length > SEARCH_MODE_OTHER_LENGTH) {
return (length - SEARCH_MODE_OTHER_LENGTH) * SEARCH_MODE_OTHER_PENALTY;
}
}
return 0;
}
/* Incrementally parse some more characters. This runs
* the viterbi search forwards "enough" so that we
* generate some more tokens. How much forward depends on
* the chars coming in, since some chars could cause
* longer-lasting ambiguity in the parsing. Once the
* ambiguity is resolved, then we back trace, produce
* the pending tokens, and return. */
private void parse() throws IOException {
if (VERBOSE) {
System.out.println("\nPARSE");
}
// Advances over each position (character):
while (true) {
if (buffer.get(pos) == -1) {
// End
break;
}
final Position posData = positions.get(pos);
final boolean isFrontier = positions.getNextPos() == pos + 1;
if (posData.count == 0) {
// No arcs arrive here; move to next position:
if (VERBOSE) {
System.out.println(" no arcs in; skip pos=" + pos);
}
pos++;
continue;
}
if (pos > lastBackTracePos && posData.count == 1 && isFrontier) {
// if (pos > lastBackTracePos && posData.count == 1 && isFrontier) {
// We are at a "frontier", and only one node is
// alive, so whatever the eventual best path is must
// come through this node. So we can safely commit
// to the prefix of the best path at this point:
backtrace(posData, 0);
// Re-base cost so we don't risk int overflow:
posData.costs[0] = 0;
if (pending.size() != 0) {
return;
} else {
// This means the backtrace only produced
// punctuation tokens, so we must keep parsing.
}
}
if (pos - lastBackTracePos >= MAX_BACKTRACE_GAP) {
// Safety: if we've buffered too much, force a
// backtrace now. We find the least-cost partial
// path, across all paths, backtrace from it, and
// then prune all others. Note that this, in
// general, can produce the wrong result, if the
// total best path did not in fact back trace
// through this partial best path. But it's the
// best we can do... (short of not having a
// safety!).
// First pass: find least cost partial path so far,
// including ending at future positions:
int leastIDX = -1;
int leastCost = Integer.MAX_VALUE;
Position leastPosData = null;
for (int pos2 = pos; pos2 < positions.getNextPos(); pos2++) {
final Position posData2 = positions.get(pos2);
for (int idx = 0; idx < posData2.count; idx++) {
// System.out.println(" idx=" + idx + " cost=" + cost);
final int cost = posData2.costs[idx];
if (cost < leastCost) {
leastCost = cost;
leastIDX = idx;
leastPosData = posData2;
}
}
}
// We will always have at least one live path:
assert leastIDX != -1;
// Second pass: prune all but the best path:
for (int pos2 = pos; pos2 < positions.getNextPos(); pos2++) {
final Position posData2 = positions.get(pos2);
if (posData2 != leastPosData) {
posData2.reset();
} else {
if (leastIDX != 0) {
posData2.costs[0] = posData2.costs[leastIDX];
posData2.lastRightID[0] = posData2.lastRightID[leastIDX];
posData2.backPos[0] = posData2.backPos[leastIDX];
posData2.backIndex[0] = posData2.backIndex[leastIDX];
posData2.backID[0] = posData2.backID[leastIDX];
posData2.backType[0] = posData2.backType[leastIDX];
}
posData2.count = 1;
}
}
backtrace(leastPosData, 0);
// Re-base cost so we don't risk int overflow:
Arrays.fill(leastPosData.costs, 0, leastPosData.count, 0);
if (pos != leastPosData.pos) {
// We jumped into a future position:
assert pos < leastPosData.pos;
pos = leastPosData.pos;
}
if (pending.size() != 0) {
return;
} else {
// This means the backtrace only produced
// punctuation tokens, so we must keep parsing.
continue;
}
}
if (VERBOSE) {
System.out.println("\n extend @ pos=" + pos + " char=" + (char) buffer.get(pos));
}
if (VERBOSE) {
System.out.println(" " + posData.count + " arcs in");
}
boolean anyMatches = false;
// First try user dict:
if (userFST != null) {
userFST.getFirstArc(arc);
int output = 0;
for (int posAhead = posData.pos; ; posAhead++) {
final int ch = buffer.get(posAhead);
if (ch == -1) {
break;
}
if (userFST.findTargetArc(ch, arc, arc, posAhead == posData.pos, userFSTReader) == null) {
break;
}
output += arc.output.intValue();
if (arc.isFinal()) {
if (VERBOSE) {
System.out.println(
" USER word "
+ new String(buffer.get(pos, posAhead - pos + 1))
+ " toPos="
+ (posAhead + 1));
}
add(
userDictionary,
posData,
posAhead + 1,
output + arc.nextFinalOutput.intValue(),
Type.USER,
false);
anyMatches = true;
}
}
}
// TODO: we can be more aggressive about user
// matches? if we are "under" a user match then don't
// extend KNOWN/UNKNOWN paths?
if (!anyMatches) {
// Next, try known dictionary matches
fst.getFirstArc(arc);
int output = 0;
for (int posAhead = posData.pos; ; posAhead++) {
final int ch = buffer.get(posAhead);
if (ch == -1) {
break;
}
// System.out.println(" match " + (char) ch + " posAhead=" + posAhead);
if (fst.findTargetArc(ch, arc, arc, posAhead == posData.pos, fstReader) == null) {
break;
}
output += arc.output.intValue();
// Optimization: for known words that are too-long
// (compound), we should pre-compute the 2nd
// best segmentation and store it in the
// dictionary instead of recomputing it each time a
// match is found.
if (arc.isFinal()) {
dictionary.lookupWordIds(output + arc.nextFinalOutput.intValue(), wordIdRef);
if (VERBOSE) {
System.out.println(
" KNOWN word "
+ new String(buffer.get(pos, posAhead - pos + 1))
+ " toPos="
+ (posAhead + 1)
+ " "
+ wordIdRef.length
+ " wordIDs");
}
for (int ofs = 0; ofs < wordIdRef.length; ofs++) {
add(
dictionary,
posData,
posAhead + 1,
wordIdRef.ints[wordIdRef.offset + ofs],
Type.KNOWN,
false);
anyMatches = true;
}
}
}
}
// In the case of normal mode, it doesn't process unknown word greedily.
if (!searchMode && unknownWordEndIndex > posData.pos) {
pos++;
continue;
}
final char firstCharacter = (char) buffer.get(pos);
if (!anyMatches || characterDefinition.isInvoke(firstCharacter)) {
// Find unknown match:
final int characterId = characterDefinition.getCharacterClass(firstCharacter);
final boolean isPunct = isPunctuation(firstCharacter);
// NOTE: copied from UnknownDictionary.lookup:
int unknownWordLength;
if (!characterDefinition.isGroup(firstCharacter)) {
unknownWordLength = 1;
} else {
// Extract unknown word. Characters with the same character class are considered to be
// part of unknown word
unknownWordLength = 1;
for (int posAhead = pos + 1; unknownWordLength < MAX_UNKNOWN_WORD_LENGTH; posAhead++) {
final int ch = buffer.get(posAhead);
if (ch == -1) {
break;
}
if (characterId == characterDefinition.getCharacterClass((char) ch)
&& isPunctuation((char) ch) == isPunct) {
unknownWordLength++;
} else {
break;
}
}
}
unkDictionary.lookupWordIds(
characterId, wordIdRef); // characters in input text are supposed to be the same
if (VERBOSE) {
System.out.println(
" UNKNOWN word len=" + unknownWordLength + " " + wordIdRef.length + " wordIDs");
}
for (int ofs = 0; ofs < wordIdRef.length; ofs++) {
add(
unkDictionary,
posData,
posData.pos + unknownWordLength,
wordIdRef.ints[wordIdRef.offset + ofs],
Type.UNKNOWN,
false);
}
unknownWordEndIndex = posData.pos + unknownWordLength;
}
pos++;
}
end = true;
if (pos > 0) {
final Position endPosData = positions.get(pos);
int leastCost = Integer.MAX_VALUE;
int leastIDX = -1;
if (VERBOSE) {
System.out.println(" end: " + endPosData.count + " nodes");
}
for (int idx = 0; idx < endPosData.count; idx++) {
// Add EOS cost:
final int cost = endPosData.costs[idx] + costs.get(endPosData.lastRightID[idx], 0);
// System.out.println(" idx=" + idx + " cost=" + cost + " (pathCost=" +
// endPosData.costs[idx] + " bgCost=" + costs.get(endPosData.lastRightID[idx], 0) + ")
// backPos=" + endPosData.backPos[idx]);
if (cost < leastCost) {
leastCost = cost;
leastIDX = idx;
}
}
backtrace(endPosData, leastIDX);
} else {
// No characters in the input string; return no tokens!
}
}
