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HnswLock: access locks via hash and only use for concurrent indexing (#13581)
hnswlock: hash locks and only use for concurrent indexing
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@ -40,6 +40,7 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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private final TaskExecutor taskExecutor;
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private final ConcurrentMergeWorker[] workers;
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private final HnswLock hnswLock;
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private InfoStream infoStream = InfoStream.getDefault();
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private boolean frozen;
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@ -55,6 +56,7 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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this.taskExecutor = taskExecutor;
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AtomicInteger workProgress = new AtomicInteger(0);
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workers = new ConcurrentMergeWorker[numWorker];
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hnswLock = new HnswLock(hnsw);
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for (int i = 0; i < numWorker; i++) {
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workers[i] =
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new ConcurrentMergeWorker(
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@ -63,6 +65,7 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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beamWidth,
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HnswGraphBuilder.randSeed,
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hnsw,
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hnswLock,
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initializedNodes,
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workProgress);
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}
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@ -140,6 +143,7 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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int beamWidth,
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long seed,
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OnHeapHnswGraph hnsw,
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HnswLock hnswLock,
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BitSet initializedNodes,
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AtomicInteger workProgress)
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throws IOException {
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@ -149,8 +153,9 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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beamWidth,
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seed,
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hnsw,
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hnswLock,
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new MergeSearcher(
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new NeighborQueue(beamWidth, true), new FixedBitSet(hnsw.maxNodeId() + 1)));
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new NeighborQueue(beamWidth, true), hnswLock, new FixedBitSet(hnsw.maxNodeId() + 1)));
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this.workProgress = workProgress;
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this.initializedNodes = initializedNodes;
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}
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@ -195,26 +200,25 @@ public class HnswConcurrentMergeBuilder implements HnswBuilder {
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* that concurrent modification of the graph will not impact the search
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*/
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private static class MergeSearcher extends HnswGraphSearcher {
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private final HnswLock hnswLock;
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private int[] nodeBuffer;
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private int upto;
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private int size;
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private MergeSearcher(NeighborQueue candidates, BitSet visited) {
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private MergeSearcher(NeighborQueue candidates, HnswLock hnswLock, BitSet visited) {
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super(candidates, visited);
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this.hnswLock = hnswLock;
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}
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@Override
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void graphSeek(HnswGraph graph, int level, int targetNode) {
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NeighborArray neighborArray = ((OnHeapHnswGraph) graph).getNeighbors(level, targetNode);
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neighborArray.rwlock.readLock().lock();
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try {
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try (HnswLock.LockedRow rowLock = hnswLock.read(level, targetNode)) {
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NeighborArray neighborArray = rowLock.row;
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if (nodeBuffer == null || nodeBuffer.length < neighborArray.size()) {
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nodeBuffer = new int[neighborArray.size()];
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}
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size = neighborArray.size();
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if (size >= 0) System.arraycopy(neighborArray.nodes(), 0, nodeBuffer, 0, size);
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} finally {
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neighborArray.rwlock.readLock().unlock();
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}
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upto = -1;
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}
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@ -63,6 +63,7 @@ public class HnswGraphBuilder implements HnswBuilder {
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beamCandidates; // for levels of graph where we add the node
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protected final OnHeapHnswGraph hnsw;
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protected final HnswLock hnswLock;
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private InfoStream infoStream = InfoStream.getDefault();
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private boolean frozen;
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@ -110,6 +111,7 @@ public class HnswGraphBuilder implements HnswBuilder {
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beamWidth,
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seed,
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hnsw,
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null,
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new HnswGraphSearcher(new NeighborQueue(beamWidth, true), new FixedBitSet(hnsw.size())));
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}
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@ -131,6 +133,7 @@ public class HnswGraphBuilder implements HnswBuilder {
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int beamWidth,
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long seed,
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OnHeapHnswGraph hnsw,
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HnswLock hnswLock,
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HnswGraphSearcher graphSearcher)
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throws IOException {
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if (M <= 0) {
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@ -146,6 +149,7 @@ public class HnswGraphBuilder implements HnswBuilder {
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this.ml = M == 1 ? 1 : 1 / Math.log(1.0 * M);
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this.random = new SplittableRandom(seed);
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this.hnsw = hnsw;
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this.hnswLock = hnswLock;
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this.graphSearcher = graphSearcher;
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entryCandidates = new GraphBuilderKnnCollector(1);
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beamCandidates = new GraphBuilderKnnCollector(beamWidth);
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@ -327,12 +331,14 @@ public class HnswGraphBuilder implements HnswBuilder {
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continue;
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}
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int nbr = candidates.nodes()[i];
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NeighborArray nbrsOfNbr = hnsw.getNeighbors(level, nbr);
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nbrsOfNbr.rwlock.writeLock().lock();
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try {
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if (hnswLock != null) {
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try (HnswLock.LockedRow rowLock = hnswLock.write(level, nbr)) {
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NeighborArray nbrsOfNbr = rowLock.row;
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nbrsOfNbr.addAndEnsureDiversity(node, candidates.scores()[i], nbr, scorerSupplier);
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}
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} else {
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NeighborArray nbrsOfNbr = hnsw.getNeighbors(level, nbr);
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nbrsOfNbr.addAndEnsureDiversity(node, candidates.scores()[i], nbr, scorerSupplier);
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} finally {
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nbrsOfNbr.rwlock.writeLock().unlock();
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}
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}
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}
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@ -0,0 +1,70 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership.
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* The ASF licenses this file to You under the Apache License, Version 2.0
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* (the "License"); you may not use this file except in compliance with
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* the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.lucene.util.hnsw;
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import java.io.Closeable;
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import java.util.Objects;
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import java.util.concurrent.locks.Lock;
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import java.util.concurrent.locks.ReentrantReadWriteLock;
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/**
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* Provide (read-and-write) locked access to rows of an OnHeapHnswGraph. For use by
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* HnswConcurrentMerger and its HnswGraphBuilders.
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*/
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public class HnswLock {
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private static final int NUM_LOCKS = 512;
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private final ReentrantReadWriteLock[] locks;
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private final OnHeapHnswGraph graph;
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HnswLock(OnHeapHnswGraph graph) {
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this.graph = graph;
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locks = new ReentrantReadWriteLock[NUM_LOCKS];
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for (int i = 0; i < NUM_LOCKS; i++) {
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locks[i] = new ReentrantReadWriteLock();
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}
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}
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LockedRow read(int level, int node) {
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int lockid = Objects.hash(level, node) % NUM_LOCKS;
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Lock lock = locks[lockid].readLock();
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lock.lock();
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return new LockedRow(graph.getNeighbors(level, node), lock);
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}
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LockedRow write(int level, int node) {
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int lockid = Objects.hash(level, node) % NUM_LOCKS;
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Lock lock = locks[lockid].writeLock();
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lock.lock();
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return new LockedRow(graph.getNeighbors(level, node), lock);
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}
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static class LockedRow implements Closeable {
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final Lock lock;
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final NeighborArray row;
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LockedRow(NeighborArray row, Lock lock) {
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this.lock = lock;
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this.row = row;
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}
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@Override
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public void close() {
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lock.unlock();
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}
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}
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}
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@ -19,8 +19,6 @@ package org.apache.lucene.util.hnsw;
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import java.io.IOException;
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import java.util.Arrays;
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import java.util.concurrent.locks.ReadWriteLock;
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import java.util.concurrent.locks.ReentrantReadWriteLock;
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import org.apache.lucene.util.ArrayUtil;
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/**
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@ -37,7 +35,6 @@ public class NeighborArray {
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private final float[] scores;
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private final int[] nodes;
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private int sortedNodeSize;
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public final ReadWriteLock rwlock = new ReentrantReadWriteLock(true);
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public NeighborArray(int maxSize, boolean descOrder) {
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nodes = new int[maxSize];
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