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 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
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 *     http://www.apache.org/licenses/LICENSE-2.0
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package org.apache.lucene.util.fst;


import java.io.IOException;

import org.apache.lucene.util.ArrayUtil;
import org.apache.lucene.util.RamUsageEstimator;

import static org.apache.lucene.util.fst.FST.Arc.BitTable;

Can next() and advance() through the terms in an FST
@lucene.experimental
/** Can next() and advance() through the terms in an FST * * @lucene.experimental */
abstract class FSTEnum<T> { protected final FST<T> fst; @SuppressWarnings({"rawtypes","unchecked"}) protected FST.Arc<T>[] arcs = new FST.Arc[10]; // outputs are cumulative @SuppressWarnings({"rawtypes","unchecked"}) protected T[] output = (T[]) new Object[10]; protected final T NO_OUTPUT; protected final FST.BytesReader fstReader; protected int upto; int targetLength;
doFloor controls the behavior of advance: if it's true doFloor is true, advance positions to the biggest term before target.
/** doFloor controls the behavior of advance: if it's true * doFloor is true, advance positions to the biggest * term before target. */
FSTEnum(FST<T> fst) { this.fst = fst; fstReader = fst.getBytesReader(); NO_OUTPUT = fst.outputs.getNoOutput(); fst.getFirstArc(getArc(0)); output[0] = NO_OUTPUT; } protected abstract int getTargetLabel(); protected abstract int getCurrentLabel(); protected abstract void setCurrentLabel(int label); protected abstract void grow();
Rewinds enum state to match the shared prefix between current term and target term
/** Rewinds enum state to match the shared prefix between * current term and target term */
private void rewindPrefix() throws IOException { if (upto == 0) { //System.out.println(" init"); upto = 1; fst.readFirstTargetArc(getArc(0), getArc(1), fstReader); return; } //System.out.println(" rewind upto=" + upto + " vs targetLength=" + targetLength); final int currentLimit = upto; upto = 1; while (upto < currentLimit && upto <= targetLength+1) { final int cmp = getCurrentLabel() - getTargetLabel(); if (cmp < 0) { // seek forward //System.out.println(" seek fwd"); break; } else if (cmp > 0) { // seek backwards -- reset this arc to the first arc final FST.Arc<T> arc = getArc(upto); fst.readFirstTargetArc(getArc(upto-1), arc, fstReader); //System.out.println(" seek first arc"); break; } upto++; } //System.out.println(" fall through upto=" + upto); } protected void doNext() throws IOException { //System.out.println("FE: next upto=" + upto); if (upto == 0) { //System.out.println(" init"); upto = 1; fst.readFirstTargetArc(getArc(0), getArc(1), fstReader); } else { // pop //System.out.println(" check pop curArc target=" + arcs[upto].target + " label=" + arcs[upto].label + " isLast?=" + arcs[upto].isLast()); while (arcs[upto].isLast()) { upto--; if (upto == 0) { //System.out.println(" eof"); return; } } fst.readNextArc(arcs[upto], fstReader); } pushFirst(); } // TODO: should we return a status here (SEEK_FOUND / SEEK_NOT_FOUND / // SEEK_END)? saves the eq check above?
Seeks to smallest term that's >= target.
/** Seeks to smallest term that's &gt;= target. */
protected void doSeekCeil() throws IOException { //System.out.println(" advance len=" + target.length + " curlen=" + current.length); // TODO: possibly caller could/should provide common // prefix length? ie this work may be redundant if // caller is in fact intersecting against its own // automaton //System.out.println("FE.seekCeil upto=" + upto); // Save time by starting at the end of the shared prefix // b/w our current term & the target: rewindPrefix(); //System.out.println(" after rewind upto=" + upto); FST.Arc<T> arc = getArc(upto); //System.out.println(" init targetLabel=" + targetLabel); // Now scan forward, matching the new suffix of the target while(arc != null) { int targetLabel = getTargetLabel(); //System.out.println(" cycle upto=" + upto + " arc.label=" + arc.label + " (" + (char) arc.label + ") vs targetLabel=" + targetLabel); if (arc.bytesPerArc() != 0 && arc.label() != FST.END_LABEL) { // Arcs are in an array final FST.BytesReader in = fst.getBytesReader(); if (arc.nodeFlags() == FST.ARCS_FOR_DIRECT_ADDRESSING) { arc = doSeekCeilArrayDirectAddressing(arc, targetLabel, in); } else { assert arc.nodeFlags() == FST.ARCS_FOR_BINARY_SEARCH; arc = doSeekCeilArrayPacked(arc, targetLabel, in); } } else { arc = doSeekCeilList(arc, targetLabel); } } } private FST.Arc<T> doSeekCeilArrayDirectAddressing(final FST.Arc<T> arc, final int targetLabel, final FST.BytesReader in) throws IOException { // The array is addressed directly by label, with presence bits to compute the actual arc offset. int targetIndex = targetLabel - arc.firstLabel(); if (targetIndex >= arc.numArcs()) { // Target is beyond the last arc, out of label range. // Dead end (target is after the last arc); // rollback to last fork then push upto--; while(true) { if (upto == 0) { return null; } final FST.Arc<T> prevArc = getArc(upto); //System.out.println(" rollback upto=" + upto + " arc.label=" + prevArc.label + " isLast?=" + prevArc.isLast()); if (!prevArc.isLast()) { fst.readNextArc(prevArc, fstReader); pushFirst(); return null; } upto--; } } else { if (targetIndex < 0) { targetIndex = -1; } else if (BitTable.isBitSet(targetIndex, arc, in)) { fst.readArcByDirectAddressing(arc, in, targetIndex); assert arc.label() == targetLabel; // found -- copy pasta from below output[upto] = fst.outputs.add(output[upto - 1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } // Not found, return the next arc (ceil). int ceilIndex = BitTable.nextBitSet(targetIndex, arc, in); assert ceilIndex != -1; fst.readArcByDirectAddressing(arc, in, ceilIndex); assert arc.label() > targetLabel; pushFirst(); return null; } } private FST.Arc<T> doSeekCeilArrayPacked(final FST.Arc<T> arc, final int targetLabel, final FST.BytesReader in) throws IOException { // The array is packed -- use binary search to find the target. int idx = Util.binarySearch(fst, arc, targetLabel); if (idx >= 0) { // Match fst.readArcByIndex(arc, in, idx); assert arc.arcIdx() == idx; assert arc.label() == targetLabel: "arc.label=" + arc.label() + " vs targetLabel=" + targetLabel + " mid=" + idx; output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } idx = -1 - idx; if (idx == arc.numArcs()) { // Dead end fst.readArcByIndex(arc, in, idx - 1); assert arc.isLast(); // Dead end (target is after the last arc); // rollback to last fork then push upto--; while(true) { if (upto == 0) { return null; } final FST.Arc<T> prevArc = getArc(upto); //System.out.println(" rollback upto=" + upto + " arc.label=" + prevArc.label + " isLast?=" + prevArc.isLast()); if (!prevArc.isLast()) { fst.readNextArc(prevArc, fstReader); pushFirst(); return null; } upto--; } } else { // Ceiling - arc with least higher label fst.readArcByIndex(arc, in, idx); assert arc.label() > targetLabel; pushFirst(); return null; } } private FST.Arc<T> doSeekCeilList(final FST.Arc<T> arc, final int targetLabel) throws IOException { // Arcs are not array'd -- must do linear scan: if (arc.label() == targetLabel) { // recurse output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } else if (arc.label() > targetLabel) { pushFirst(); return null; } else if (arc.isLast()) { // Dead end (target is after the last arc); // rollback to last fork then push upto--; while(true) { if (upto == 0) { return null; } final FST.Arc<T> prevArc = getArc(upto); //System.out.println(" rollback upto=" + upto + " arc.label=" + prevArc.label + " isLast?=" + prevArc.isLast()); if (!prevArc.isLast()) { fst.readNextArc(prevArc, fstReader); pushFirst(); return null; } upto--; } } else { // keep scanning //System.out.println(" next scan"); fst.readNextArc(arc, fstReader); } return arc; } // Todo: should we return a status here (SEEK_FOUND / SEEK_NOT_FOUND / // SEEK_END)? saves the eq check above?
Seeks to largest term that's <= target.
/** Seeks to largest term that's &lt;= target. */
void doSeekFloor() throws IOException { // TODO: possibly caller could/should provide common // prefix length? ie this work may be redundant if // caller is in fact intersecting against its own // automaton //System.out.println("FE: seek floor upto=" + upto); // Save CPU by starting at the end of the shared prefix // b/w our current term & the target: rewindPrefix(); //System.out.println("FE: after rewind upto=" + upto); FST.Arc<T> arc = getArc(upto); //System.out.println("FE: init targetLabel=" + targetLabel); // Now scan forward, matching the new suffix of the target while (arc != null) { //System.out.println(" cycle upto=" + upto + " arc.label=" + arc.label + " (" + (char) arc.label + ") targetLabel=" + targetLabel + " isLast?=" + arc.isLast() + " bba=" + arc.bytesPerArc); int targetLabel = getTargetLabel(); if (arc.bytesPerArc() != 0 && arc.label() != FST.END_LABEL) { // Arcs are in an array final FST.BytesReader in = fst.getBytesReader(); if (arc.nodeFlags() == FST.ARCS_FOR_DIRECT_ADDRESSING) { arc = doSeekFloorArrayDirectAddressing(arc, targetLabel, in); } else { assert arc.nodeFlags() == FST.ARCS_FOR_BINARY_SEARCH; arc = doSeekFloorArrayPacked(arc, targetLabel, in); } } else { arc = doSeekFloorList(arc, targetLabel); } } } private FST.Arc<T> doSeekFloorArrayDirectAddressing(FST.Arc<T> arc, int targetLabel, FST.BytesReader in) throws IOException { // The array is addressed directly by label, with presence bits to compute the actual arc offset. int targetIndex = targetLabel - arc.firstLabel(); if (targetIndex < 0) { // Before first arc. return backtrackToFloorArc(arc, targetLabel, in); } else if (targetIndex >= arc.numArcs()) { // After last arc. fst.readLastArcByDirectAddressing(arc, in); assert arc.label() < targetLabel; assert arc.isLast(); pushLast(); return null; } else { // Within label range. if (BitTable.isBitSet(targetIndex, arc, in)) { fst.readArcByDirectAddressing(arc, in, targetIndex); assert arc.label() == targetLabel; // found -- copy pasta from below output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } // Scan backwards to find a floor arc. int floorIndex = BitTable.previousBitSet(targetIndex, arc, in); assert floorIndex != -1; fst.readArcByDirectAddressing(arc, in, floorIndex); assert arc.label() < targetLabel; assert arc.isLast() || fst.readNextArcLabel(arc, in) > targetLabel; pushLast(); return null; } }
Backtracks until it finds a node which first arc is before our target label.` Then on the node, finds the arc just before the targetLabel.
Returns:null to continue the seek floor recursion loop.
/** * Backtracks until it finds a node which first arc is before our target label.` * Then on the node, finds the arc just before the targetLabel. * * @return null to continue the seek floor recursion loop. */
private FST.Arc<T> backtrackToFloorArc(FST.Arc<T> arc, int targetLabel, final FST.BytesReader in) throws IOException { while (true) { // First, walk backwards until we find a node which first arc is before our target label. fst.readFirstTargetArc(getArc(upto-1), arc, fstReader); if (arc.label() < targetLabel) { // Then on this node, find the arc just before the targetLabel. if (!arc.isLast()) { if (arc.bytesPerArc() != 0 && arc.label() != FST.END_LABEL) { if (arc.nodeFlags() == FST.ARCS_FOR_BINARY_SEARCH) { findNextFloorArcBinarySearch(arc, targetLabel, in); } else { assert arc.nodeFlags() == FST.ARCS_FOR_DIRECT_ADDRESSING; findNextFloorArcDirectAddressing(arc, targetLabel, in); } } else { while (!arc.isLast() && fst.readNextArcLabel(arc, in) < targetLabel) { fst.readNextArc(arc, fstReader); } } } assert arc.label() < targetLabel; assert arc.isLast() || fst.readNextArcLabel(arc, in) >= targetLabel; pushLast(); return null; } upto--; if (upto == 0) { return null; } targetLabel = getTargetLabel(); arc = getArc(upto); } }
Finds and reads an arc on the current node which label is strictly less than the given label. Skips the first arc, finds next floor arc; or none if the floor arc is the first arc itself (in this case it has already been read).

Precondition: the given arc is the first arc of the node.

/** * Finds and reads an arc on the current node which label is strictly less than the given label. * Skips the first arc, finds next floor arc; or none if the floor arc is the first * arc itself (in this case it has already been read). * <p> * Precondition: the given arc is the first arc of the node. */
private void findNextFloorArcDirectAddressing(FST.Arc<T> arc, int targetLabel, final FST.BytesReader in) throws IOException { assert arc.nodeFlags() == FST.ARCS_FOR_DIRECT_ADDRESSING; assert arc.label() != FST.END_LABEL; assert arc.label() == arc.firstLabel(); if (arc.numArcs() > 1) { int targetIndex = targetLabel - arc.firstLabel(); assert targetIndex >= 0; if (targetIndex >= arc.numArcs()) { // Beyond last arc. Take last arc. fst.readLastArcByDirectAddressing(arc, in); } else { // Take the preceding arc, even if the target is present. int floorIndex = BitTable.previousBitSet(targetIndex, arc, in); if (floorIndex > 0) { fst.readArcByDirectAddressing(arc, in, floorIndex); } } } }
Same as findNextFloorArcDirectAddressing for binary search node.
/** * Same as {@link #findNextFloorArcDirectAddressing} for binary search node. */
private void findNextFloorArcBinarySearch(FST.Arc<T> arc, int targetLabel, FST.BytesReader in) throws IOException { assert arc.nodeFlags() == FST.ARCS_FOR_BINARY_SEARCH; assert arc.label() != FST.END_LABEL; assert arc.arcIdx() == 0; if (arc.numArcs() > 1) { int idx = Util.binarySearch(fst, arc, targetLabel); assert idx != -1; if (idx > 1) { fst.readArcByIndex(arc, in, idx - 1); } else if (idx < -2) { fst.readArcByIndex(arc, in, -2 - idx); } } } private FST.Arc<T> doSeekFloorArrayPacked(FST.Arc<T> arc, int targetLabel, final FST.BytesReader in) throws IOException { // Arcs are fixed array -- use binary search to find the target. int idx = Util.binarySearch(fst, arc, targetLabel); if (idx >= 0) { // Match -- recurse //System.out.println(" match! arcIdx=" + idx); fst.readArcByIndex(arc, in, idx); assert arc.arcIdx() == idx; assert arc.label() == targetLabel: "arc.label=" + arc.label() + " vs targetLabel=" + targetLabel + " mid=" + idx; output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } else if (idx == -1) { // Before first arc. return backtrackToFloorArc(arc, targetLabel, in); } else { // There is a floor arc; idx will be (-1 - (floor + 1)). fst.readArcByIndex(arc, in, -2 - idx); assert arc.isLast() || fst.readNextArcLabel(arc, in) > targetLabel; assert arc.label() < targetLabel: "arc.label=" + arc.label() + " vs targetLabel=" + targetLabel; pushLast(); return null; } } private FST.Arc<T> doSeekFloorList(FST.Arc<T> arc, int targetLabel) throws IOException { if (arc.label() == targetLabel) { // Match -- recurse output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (targetLabel == FST.END_LABEL) { return null; } setCurrentLabel(arc.label()); incr(); return fst.readFirstTargetArc(arc, getArc(upto), fstReader); } else if (arc.label() > targetLabel) { // TODO: if each arc could somehow read the arc just // before, we can save this re-scan. The ceil case // doesn't need this because it reads the next arc // instead: while(true) { // First, walk backwards until we find a first arc // that's before our target label: fst.readFirstTargetArc(getArc(upto-1), arc, fstReader); if (arc.label() < targetLabel) { // Then, scan forwards to the arc just before // the targetLabel: while(!arc.isLast() && fst.readNextArcLabel(arc, fstReader) < targetLabel) { fst.readNextArc(arc, fstReader); } pushLast(); return null; } upto--; if (upto == 0) { return null; } targetLabel = getTargetLabel(); arc = getArc(upto); } } else if (!arc.isLast()) { //System.out.println(" check next label=" + fst.readNextArcLabel(arc) + " (" + (char) fst.readNextArcLabel(arc) + ")"); if (fst.readNextArcLabel(arc, fstReader) > targetLabel) { pushLast(); return null; } else { // keep scanning return fst.readNextArc(arc, fstReader); } } else { pushLast(); return null; } }
Seeks to exactly target term.
/** Seeks to exactly target term. */
boolean doSeekExact() throws IOException { // TODO: possibly caller could/should provide common // prefix length? ie this work may be redundant if // caller is in fact intersecting against its own // automaton //System.out.println("FE: seek exact upto=" + upto); // Save time by starting at the end of the shared prefix // b/w our current term & the target: rewindPrefix(); //System.out.println("FE: after rewind upto=" + upto); FST.Arc<T> arc = getArc(upto-1); int targetLabel = getTargetLabel(); final FST.BytesReader fstReader = fst.getBytesReader(); while(true) { //System.out.println(" cycle target=" + (targetLabel == -1 ? "-1" : (char) targetLabel)); final FST.Arc<T> nextArc = fst.findTargetArc(targetLabel, arc, getArc(upto), fstReader); if (nextArc == null) { // short circuit //upto--; //upto = 0; fst.readFirstTargetArc(arc, getArc(upto), fstReader); //System.out.println(" no match upto=" + upto); return false; } // Match -- recurse: output[upto] = fst.outputs.add(output[upto-1], nextArc.output()); if (targetLabel == FST.END_LABEL) { //System.out.println(" return found; upto=" + upto + " output=" + output[upto] + " nextArc=" + nextArc.isLast()); return true; } setCurrentLabel(targetLabel); incr(); targetLabel = getTargetLabel(); arc = nextArc; } } private void incr() { upto++; grow(); if (arcs.length <= upto) { @SuppressWarnings({"rawtypes","unchecked"}) final FST.Arc<T>[] newArcs = new FST.Arc[ArrayUtil.oversize(1+upto, RamUsageEstimator.NUM_BYTES_OBJECT_REF)]; System.arraycopy(arcs, 0, newArcs, 0, arcs.length); arcs = newArcs; } if (output.length <= upto) { @SuppressWarnings({"rawtypes","unchecked"}) final T[] newOutput = (T[]) new Object[ArrayUtil.oversize(1+upto, RamUsageEstimator.NUM_BYTES_OBJECT_REF)]; System.arraycopy(output, 0, newOutput, 0, output.length); output = newOutput; } } // Appends current arc, and then recurses from its target, // appending first arc all the way to the final node private void pushFirst() throws IOException { FST.Arc<T> arc = arcs[upto]; assert arc != null; while (true) { output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (arc.label() == FST.END_LABEL) { // Final node break; } //System.out.println(" pushFirst label=" + (char) arc.label + " upto=" + upto + " output=" + fst.outputs.outputToString(output[upto])); setCurrentLabel(arc.label()); incr(); final FST.Arc<T> nextArc = getArc(upto); fst.readFirstTargetArc(arc, nextArc, fstReader); arc = nextArc; } } // Recurses from current arc, appending last arc all the // way to the first final node private void pushLast() throws IOException { FST.Arc<T> arc = arcs[upto]; assert arc != null; while (true) { setCurrentLabel(arc.label()); output[upto] = fst.outputs.add(output[upto-1], arc.output()); if (arc.label() == FST.END_LABEL) { // Final node break; } incr(); arc = fst.readLastTargetArc(arc, getArc(upto), fstReader); } } private FST.Arc<T> getArc(int idx) { if (arcs[idx] == null) { arcs[idx] = new FST.Arc<>(); } return arcs[idx]; } }