From 84e34dc4683ba43a0ebe5e942ee117b64b29cdec Mon Sep 17 00:00:00 2001 From: Ignacio Vera Date: Thu, 17 Feb 2022 08:03:47 +0100 Subject: [PATCH 01/14] LUCENE-10415: FunctionScoreQuery and IndexOrDocValuesQuery delegate Weight#count. (#685) These query wrappers do not modify the set of matching documents so they can delegate Weight#count. --- lucene/CHANGES.txt | 6 ++- .../lucene/search/IndexOrDocValuesQuery.java | 9 +++++ .../search/TestIndexOrDocValuesQuery.java | 39 +++++++++++++++++++ .../queries/function/FunctionScoreQuery.java | 5 +++ .../function/TestFunctionScoreQuery.java | 16 ++++++++ 5 files changed, 73 insertions(+), 2 deletions(-) diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index 1542da15a0db..55321960de1c 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -154,6 +154,8 @@ New Features the number of matching range docs when each doc has at-most one point and the points are 1-dimensional. (Gautam Worah, Ignacio Vera, Adrien Grand) +* LUCENE-10415: FunctionScoreQuery and IndexOrDocValuesQuery delegate Weight#count. (Ignacio Vera) + Improvements --------------------- @@ -181,7 +183,7 @@ Improvements * LUCENE-10371: Make IndexRearranger able to arrange segment in a determined order. (Patrick Zhai) - + Optimizations --------------------- @@ -614,7 +616,7 @@ Improvements (David Smiley) * LUCENE-10062: Switch taxonomy faceting to use numeric doc values for storing ordinals instead of binary doc values - with its own custom encoding. (Greg Miller) + with its own custom encoding. (Greg Miller) Bug fixes --------------------- diff --git a/lucene/core/src/java/org/apache/lucene/search/IndexOrDocValuesQuery.java b/lucene/core/src/java/org/apache/lucene/search/IndexOrDocValuesQuery.java index c9338b71ef85..1a12addf488b 100644 --- a/lucene/core/src/java/org/apache/lucene/search/IndexOrDocValuesQuery.java +++ b/lucene/core/src/java/org/apache/lucene/search/IndexOrDocValuesQuery.java @@ -142,6 +142,15 @@ public BulkScorer bulkScorer(LeafReaderContext context) throws IOException { return indexWeight.bulkScorer(context); } + @Override + public int count(LeafReaderContext context) throws IOException { + final int count = indexWeight.count(context); + if (count != -1) { + return count; + } + return dvWeight.count(context); + } + @Override public ScorerSupplier scorerSupplier(LeafReaderContext context) throws IOException { final ScorerSupplier indexScorerSupplier = indexWeight.scorerSupplier(context); diff --git a/lucene/core/src/test/org/apache/lucene/search/TestIndexOrDocValuesQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestIndexOrDocValuesQuery.java index 8fb6be0930c5..0277e4a2dd9d 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestIndexOrDocValuesQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestIndexOrDocValuesQuery.java @@ -26,6 +26,7 @@ import org.apache.lucene.index.DirectoryReader; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.IndexWriter; +import org.apache.lucene.index.LeafReaderContext; import org.apache.lucene.index.Term; import org.apache.lucene.search.BooleanClause.Occur; import org.apache.lucene.store.Directory; @@ -182,4 +183,42 @@ public void testUseIndexForSelectiveMultiValueQueries() throws IOException { w.close(); dir.close(); } + + // Weight#count is delegated to the inner weight + public void testQueryMatchesCount() throws Exception { + Directory dir = newDirectory(); + IndexWriter w = + new IndexWriter( + dir, + newIndexWriterConfig() + // relies on costs and PointValues.estimateCost so we need the default codec + .setCodec(TestUtil.getDefaultCodec())); + final int numDocs = random().nextInt(5000); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new LongPoint("f2", 42L)); + doc.add(new SortedNumericDocValuesField("f2", 42L)); + w.addDocument(doc); + } + w.forceMerge(1); + IndexReader reader = DirectoryReader.open(w); + IndexSearcher searcher = newSearcher(reader); + + final IndexOrDocValuesQuery query = + new IndexOrDocValuesQuery( + LongPoint.newExactQuery("f2", 42), + SortedNumericDocValuesField.newSlowRangeQuery("f2", 42, 42L)); + + final int searchCount = searcher.count(query); + final Weight weight = searcher.createWeight(query, ScoreMode.COMPLETE, 1); + int weightCount = 0; + for (LeafReaderContext leafReaderContext : reader.leaves()) { + weightCount += weight.count(leafReaderContext); + } + assertEquals(searchCount, weightCount); + + reader.close(); + w.close(); + dir.close(); + } } diff --git a/lucene/queries/src/java/org/apache/lucene/queries/function/FunctionScoreQuery.java b/lucene/queries/src/java/org/apache/lucene/queries/function/FunctionScoreQuery.java index aed12ff4d3fe..2d207690153c 100644 --- a/lucene/queries/src/java/org/apache/lucene/queries/function/FunctionScoreQuery.java +++ b/lucene/queries/src/java/org/apache/lucene/queries/function/FunctionScoreQuery.java @@ -253,6 +253,11 @@ public float getMaxScore(int upTo) throws IOException { }; } + @Override + public int count(LeafReaderContext context) throws IOException { + return inner.count(context); + } + @Override public boolean isCacheable(LeafReaderContext ctx) { return inner.isCacheable(ctx) && valueSource.isCacheable(ctx); diff --git a/lucene/queries/src/test/org/apache/lucene/queries/function/TestFunctionScoreQuery.java b/lucene/queries/src/test/org/apache/lucene/queries/function/TestFunctionScoreQuery.java index a7751c753def..d74c3823e9d7 100644 --- a/lucene/queries/src/test/org/apache/lucene/queries/function/TestFunctionScoreQuery.java +++ b/lucene/queries/src/test/org/apache/lucene/queries/function/TestFunctionScoreQuery.java @@ -30,6 +30,7 @@ import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.IndexWriter; import org.apache.lucene.index.IndexWriterConfig; +import org.apache.lucene.index.LeafReaderContext; import org.apache.lucene.index.Term; import org.apache.lucene.search.BooleanClause; import org.apache.lucene.search.BooleanQuery; @@ -361,4 +362,19 @@ public void testScoreCalledTwice() throws Exception { } } } + + // Weight#count is delegated to the inner weight + public void testQueryMatchesCount() throws Exception { + TermQuery query = new TermQuery(new Term(TEXT_FIELD, "first")); + FunctionScoreQuery fq = + FunctionScoreQuery.boostByValue(query, DoubleValuesSource.fromIntField("iii")); + + final int searchCount = searcher.count(fq); + final Weight weight = searcher.createWeight(fq, ScoreMode.COMPLETE, 1); + int weightCount = 0; + for (LeafReaderContext leafReaderContext : reader.leaves()) { + weightCount += weight.count(leafReaderContext); + } + assertEquals(searchCount, weightCount); + } } From f8c5408be78fe98e1e8ed61ce999d6fb1f643eb2 Mon Sep 17 00:00:00 2001 From: Mayya Sharipova Date: Thu, 17 Feb 2022 11:34:42 +0100 Subject: [PATCH 02/14] LUCENE-10408 Better encoding of doc Ids in vectors (#649) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Better encoding of doc Ids in Lucene91HnswVectorsFormat for a dense case where all docs have vectors. Currently we write doc Ids of all documents that have vectors not very efficiently. This improve their encoding by for a case when all documents have vectors, we don't write document IDs, but just write a single short value – a dense marker. --- lucene/CHANGES.txt | 3 + .../lucene91/Lucene91HnswVectorsFormat.java | 6 +- .../lucene91/Lucene91HnswVectorsReader.java | 97 +++++++++++++------ .../lucene91/Lucene91HnswVectorsWriter.java | 52 +++++----- .../apache/lucene/index/DocsWithFieldSet.java | 14 ++- .../index/BaseKnnVectorsFormatTestCase.java | 55 +++++++++++ 6 files changed, 166 insertions(+), 61 deletions(-) diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index 55321960de1c..f5387eddf7c5 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -222,6 +222,9 @@ Optimizations * LUCENE-10412: More `Query#rewrite` optimizations for MatchNoDocsQuery. (Adrien Grand) +* LUCENE-10408 Better encoding of doc Ids in vectors. (Mayya Sharipova, Julie Tibshirani, Adrien Grand) + + Changes in runtime behavior --------------------- diff --git a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsFormat.java b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsFormat.java index 2e3fc6c298f3..a4f21b44ba7a 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsFormat.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsFormat.java @@ -26,7 +26,7 @@ import org.apache.lucene.util.hnsw.HnswGraph; /** - * Lucene 9.0 vector format, which encodes numeric vector values and an optional associated graph + * Lucene 9.1 vector format, which encodes numeric vector values and an optional associated graph * connecting the documents having values. The graph is used to power HNSW search. The format * consists of three files: * @@ -67,7 +67,9 @@ *
  • [vlong] length of this field's index data, in bytes *
  • [int] dimension of this field's vectors *
  • [int] the number of documents having values for this field - *
  • array[vint] the docids of documents having vectors, in order + *
  • [int8] if equals to -1, dense – all documents have values for a field. If equals to + * 0, sparse – some documents missing values. + *
  • array[vint] for sparse case, the docids of documents having vectors, in order *
  • [int] the maximum number of connections (neigbours) that each node can have *
  • [int] number of levels in the graph *
  • Graph nodes by level. For each level diff --git a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java index 85247df49f0d..08016daa4c0e 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java @@ -24,6 +24,7 @@ import java.util.Arrays; import java.util.HashMap; import java.util.Map; +import java.util.function.IntUnaryOperator; import org.apache.lucene.codecs.CodecUtil; import org.apache.lucene.codecs.KnnVectorsReader; import org.apache.lucene.index.CorruptIndexException; @@ -244,7 +245,7 @@ public TopDocs search(String field, float[] target, int k, Bits acceptDocs) thro int node = results.topNode(); float score = fieldEntry.similarityFunction.convertToScore(results.topScore()); results.pop(); - scoreDocs[scoreDocs.length - ++i] = new ScoreDoc(fieldEntry.ordToDoc[node], score); + scoreDocs[scoreDocs.length - ++i] = new ScoreDoc(fieldEntry.ordToDoc(node), score); } // always return >= the case where we can assert == is only when there are fewer than topK // vectors in the index @@ -256,22 +257,26 @@ public TopDocs search(String field, float[] target, int k, Bits acceptDocs) thro private OffHeapVectorValues getOffHeapVectorValues(FieldEntry fieldEntry) throws IOException { IndexInput bytesSlice = vectorData.slice("vector-data", fieldEntry.vectorDataOffset, fieldEntry.vectorDataLength); - return new OffHeapVectorValues(fieldEntry.dimension, fieldEntry.ordToDoc, bytesSlice); + return new OffHeapVectorValues( + fieldEntry.dimension, fieldEntry.size(), fieldEntry.ordToDoc, bytesSlice); } private Bits getAcceptOrds(Bits acceptDocs, FieldEntry fieldEntry) { + if (fieldEntry.ordToDoc == null) { + return acceptDocs; + } if (acceptDocs == null) { return null; } return new Bits() { @Override public boolean get(int index) { - return acceptDocs.get(fieldEntry.ordToDoc[index]); + return acceptDocs.get(fieldEntry.ordToDoc(index)); } @Override public int length() { - return fieldEntry.ordToDoc.length; + return fieldEntry.size; } }; } @@ -311,7 +316,9 @@ private static class FieldEntry { final int maxConn; final int numLevels; final int dimension; + private final int size; final int[] ordToDoc; + private final IntUnaryOperator ordToDocOperator; final int[][] nodesByLevel; // for each level the start offsets in vectorIndex file from where to read neighbours final long[] graphOffsetsByLevel; @@ -323,12 +330,25 @@ private static class FieldEntry { vectorIndexOffset = input.readVLong(); vectorIndexLength = input.readVLong(); dimension = input.readInt(); - int size = input.readInt(); - ordToDoc = new int[size]; - for (int i = 0; i < size; i++) { - int doc = input.readVInt(); - ordToDoc[i] = doc; + size = input.readInt(); + + int denseSparseMarker = input.readByte(); + if (denseSparseMarker == -1) { + ordToDoc = null; // each document has a vector value + } else { + assert denseSparseMarker == 0; + // TODO: Can we read docIDs from disk directly instead of loading giant arrays in memory? + // Or possibly switch to something like DirectMonotonicReader if it doesn't slow down + // searches. + + // as not all docs have vector values, fill a mapping from dense vector ordinals to docIds + ordToDoc = new int[size]; + for (int i = 0; i < size; i++) { + int doc = input.readVInt(); + ordToDoc[i] = doc; + } } + ordToDocOperator = ordToDoc == null ? IntUnaryOperator.identity() : (ord) -> ordToDoc[ord]; // read nodes by level maxConn = input.readInt(); @@ -363,7 +383,11 @@ private static class FieldEntry { } int size() { - return ordToDoc.length; + return size; + } + + int ordToDoc(int ord) { + return ordToDocOperator.applyAsInt(ord); } } @@ -371,21 +395,24 @@ int size() { static class OffHeapVectorValues extends VectorValues implements RandomAccessVectorValues, RandomAccessVectorValuesProducer { - final int dimension; - final int[] ordToDoc; - final IndexInput dataIn; - - final BytesRef binaryValue; - final ByteBuffer byteBuffer; - final int byteSize; - final float[] value; + private final int dimension; + private final int size; + private final int[] ordToDoc; + private final IntUnaryOperator ordToDocOperator; + private final IndexInput dataIn; + private final BytesRef binaryValue; + private final ByteBuffer byteBuffer; + private final int byteSize; + private final float[] value; - int ord = -1; - int doc = -1; + private int ord = -1; + private int doc = -1; - OffHeapVectorValues(int dimension, int[] ordToDoc, IndexInput dataIn) { + OffHeapVectorValues(int dimension, int size, int[] ordToDoc, IndexInput dataIn) { this.dimension = dimension; + this.size = size; this.ordToDoc = ordToDoc; + ordToDocOperator = ordToDoc == null ? IntUnaryOperator.identity() : (ord) -> ordToDoc[ord]; this.dataIn = dataIn; byteSize = Float.BYTES * dimension; byteBuffer = ByteBuffer.allocate(byteSize); @@ -400,7 +427,7 @@ public int dimension() { @Override public int size() { - return ordToDoc.length; + return size; } @Override @@ -424,10 +451,10 @@ public int docID() { @Override public int nextDoc() { - if (++ord >= size()) { + if (++ord >= size) { doc = NO_MORE_DOCS; } else { - doc = ordToDoc[ord]; + doc = ordToDocOperator.applyAsInt(ord); } return doc; } @@ -435,27 +462,33 @@ public int nextDoc() { @Override public int advance(int target) { assert docID() < target; - ord = Arrays.binarySearch(ordToDoc, ord + 1, ordToDoc.length, target); - if (ord < 0) { - ord = -(ord + 1); + + if (ordToDoc == null) { + ord = target; + } else { + ord = Arrays.binarySearch(ordToDoc, ord + 1, ordToDoc.length, target); + if (ord < 0) { + ord = -(ord + 1); + } } - assert ord <= ordToDoc.length; - if (ord == ordToDoc.length) { + + assert ord <= size; + if (ord == size) { doc = NO_MORE_DOCS; } else { - doc = ordToDoc[ord]; + doc = ordToDocOperator.applyAsInt(ord); } return doc; } @Override public long cost() { - return ordToDoc.length; + return size; } @Override public RandomAccessVectorValues randomAccess() { - return new OffHeapVectorValues(dimension, ordToDoc, dataIn.clone()); + return new OffHeapVectorValues(dimension, size, ordToDoc, dataIn.clone()); } @Override diff --git a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsWriter.java b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsWriter.java index 2b3eeb448a3a..c6ca1d59eee2 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsWriter.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsWriter.java @@ -24,15 +24,16 @@ import org.apache.lucene.codecs.CodecUtil; import org.apache.lucene.codecs.KnnVectorsReader; import org.apache.lucene.codecs.KnnVectorsWriter; +import org.apache.lucene.index.DocsWithFieldSet; import org.apache.lucene.index.FieldInfo; import org.apache.lucene.index.IndexFileNames; import org.apache.lucene.index.RandomAccessVectorValuesProducer; import org.apache.lucene.index.SegmentWriteState; import org.apache.lucene.index.VectorSimilarityFunction; import org.apache.lucene.index.VectorValues; +import org.apache.lucene.search.DocIdSetIterator; import org.apache.lucene.store.IndexInput; import org.apache.lucene.store.IndexOutput; -import org.apache.lucene.util.ArrayUtil; import org.apache.lucene.util.BytesRef; import org.apache.lucene.util.IOUtils; import org.apache.lucene.util.hnsw.HnswGraph.NodesIterator; @@ -49,6 +50,7 @@ public final class Lucene91HnswVectorsWriter extends KnnVectorsWriter { private final SegmentWriteState segmentWriteState; private final IndexOutput meta, vectorData, vectorIndex; + private final int maxDoc; private final int maxConn; private final int beamWidth; @@ -102,6 +104,7 @@ public final class Lucene91HnswVectorsWriter extends KnnVectorsWriter { Lucene91HnswVectorsFormat.VERSION_CURRENT, state.segmentInfo.getId(), state.segmentSuffix); + maxDoc = state.segmentInfo.maxDoc(); success = true; } finally { if (success == false) { @@ -123,8 +126,7 @@ public void writeField(FieldInfo fieldInfo, KnnVectorsReader knnVectorsReader) boolean success = false; try { // write the vector data to a temporary file - // TODO - use a better data structure; a bitset? DocsWithFieldSet is p.p. in o.a.l.index - int[] docIds = writeVectorData(tempVectorData, vectors); + DocsWithFieldSet docsWithField = writeVectorData(tempVectorData, vectors); CodecUtil.writeFooter(tempVectorData); IOUtils.close(tempVectorData); @@ -138,9 +140,11 @@ public void writeField(FieldInfo fieldInfo, KnnVectorsReader knnVectorsReader) long vectorIndexOffset = vectorIndex.getFilePointer(); // build the graph using the temporary vector data + // we pass null for ordToDoc mapping, for the graph construction doesn't need to know docIds + // TODO: separate random access vector values from DocIdSetIterator? Lucene91HnswVectorsReader.OffHeapVectorValues offHeapVectors = new Lucene91HnswVectorsReader.OffHeapVectorValues( - vectors.dimension(), docIds, vectorDataInput); + vectors.dimension(), docsWithField.cardinality(), null, vectorDataInput); OnHeapHnswGraph graph = offHeapVectors.size() == 0 ? null @@ -152,7 +156,7 @@ public void writeField(FieldInfo fieldInfo, KnnVectorsReader knnVectorsReader) vectorDataLength, vectorIndexOffset, vectorIndexLength, - docIds, + docsWithField, graph); success = true; } finally { @@ -168,26 +172,19 @@ public void writeField(FieldInfo fieldInfo, KnnVectorsReader knnVectorsReader) } /** - * Writes the vector values to the output and returns a mapping from dense ordinals to document - * IDs. The length of the returned array matches the total number of documents with a vector - * (which excludes deleted documents), so it may be less than {@link VectorValues#size()}. + * Writes the vector values to the output and returns a set of documents that contains vectors. */ - private static int[] writeVectorData(IndexOutput output, VectorValues vectors) + private static DocsWithFieldSet writeVectorData(IndexOutput output, VectorValues vectors) throws IOException { - int[] docIds = new int[vectors.size()]; - int count = 0; - for (int docV = vectors.nextDoc(); docV != NO_MORE_DOCS; docV = vectors.nextDoc(), count++) { + DocsWithFieldSet docsWithField = new DocsWithFieldSet(); + for (int docV = vectors.nextDoc(); docV != NO_MORE_DOCS; docV = vectors.nextDoc()) { // write vector BytesRef binaryValue = vectors.binaryValue(); assert binaryValue.length == vectors.dimension() * Float.BYTES; output.writeBytes(binaryValue.bytes, binaryValue.offset, binaryValue.length); - docIds[count] = docV; + docsWithField.add(docV); } - - if (docIds.length > count) { - return ArrayUtil.copyOfSubArray(docIds, 0, count); - } - return docIds; + return docsWithField; } private void writeMeta( @@ -196,7 +193,7 @@ private void writeMeta( long vectorDataLength, long vectorIndexOffset, long vectorIndexLength, - int[] docIds, + DocsWithFieldSet docsWithField, OnHeapHnswGraph graph) throws IOException { meta.writeInt(field.number); @@ -206,14 +203,21 @@ private void writeMeta( meta.writeVLong(vectorIndexOffset); meta.writeVLong(vectorIndexLength); meta.writeInt(field.getVectorDimension()); - meta.writeInt(docIds.length); - for (int docId : docIds) { - // TODO: delta-encode, or write as bitset - meta.writeVInt(docId); + + // write docIDs + int count = docsWithField.cardinality(); + meta.writeInt(count); + if (count == maxDoc) { + meta.writeByte((byte) -1); // dense marker, each document has a vector value + } else { + meta.writeByte((byte) 0); // sparse marker, some documents don't have vector values + DocIdSetIterator iter = docsWithField.iterator(); + for (int doc = iter.nextDoc(); doc != DocIdSetIterator.NO_MORE_DOCS; doc = iter.nextDoc()) { + meta.writeVInt(doc); + } } meta.writeInt(maxConn); - // write graph nodes on each level if (graph == null) { meta.writeInt(0); diff --git a/lucene/core/src/java/org/apache/lucene/index/DocsWithFieldSet.java b/lucene/core/src/java/org/apache/lucene/index/DocsWithFieldSet.java index b4f5ac53c963..1d018ac95cc1 100644 --- a/lucene/core/src/java/org/apache/lucene/index/DocsWithFieldSet.java +++ b/lucene/core/src/java/org/apache/lucene/index/DocsWithFieldSet.java @@ -26,7 +26,7 @@ * Accumulator for documents that have a value for a field. This is optimized for the case that all * documents have a value. */ -final class DocsWithFieldSet extends DocIdSet { +public final class DocsWithFieldSet extends DocIdSet { private static long BASE_RAM_BYTES_USED = RamUsageEstimator.shallowSizeOfInstance(DocsWithFieldSet.class); @@ -35,7 +35,15 @@ final class DocsWithFieldSet extends DocIdSet { private int cardinality = 0; private int lastDocId = -1; - void add(int docID) { + /** Creates an empty DocsWithFieldSet. */ + public DocsWithFieldSet() {} + + /** + * Add a document to the set + * + * @param docID – document ID to be added + */ + public void add(int docID) { if (docID <= lastDocId) { throw new IllegalArgumentException( "Out of order doc ids: last=" + lastDocId + ", next=" + docID); @@ -64,7 +72,7 @@ public DocIdSetIterator iterator() { } /** Return the number of documents of this set. */ - int cardinality() { + public int cardinality() { return cardinality; } } diff --git a/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java b/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java index 59be16d2768a..72e6ebb7b20f 100644 --- a/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java +++ b/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java @@ -21,6 +21,7 @@ import java.io.ByteArrayOutputStream; import java.io.IOException; import java.util.Arrays; +import java.util.Set; import org.apache.lucene.codecs.Codec; import org.apache.lucene.codecs.KnnVectorsFormat; import org.apache.lucene.document.Document; @@ -28,6 +29,7 @@ import org.apache.lucene.document.FieldType; import org.apache.lucene.document.KnnVectorField; import org.apache.lucene.document.NumericDocValuesField; +import org.apache.lucene.document.StoredField; import org.apache.lucene.document.StringField; import org.apache.lucene.index.CheckIndex; import org.apache.lucene.index.CodecReader; @@ -1018,4 +1020,57 @@ public void testAdvance() throws Exception { } } } + + public void testVectorValuesReportCorrectDocs() throws Exception { + final int numDocs = atLeast(1000); + final int dim = random().nextInt(20) + 1; + final VectorSimilarityFunction similarityFunction = + VectorSimilarityFunction.values()[ + random().nextInt(VectorSimilarityFunction.values().length)]; + + float fieldValuesCheckSum = 0f; + int fieldDocCount = 0; + long fieldSumDocIDs = 0; + + try (Directory dir = newDirectory(); + RandomIndexWriter w = new RandomIndexWriter(random(), dir, newIndexWriterConfig())) { + for (int i = 0; i < numDocs; i++) { + Document doc = new Document(); + int docID = random().nextInt(numDocs); + doc.add(new StoredField("id", docID)); + if (random().nextInt(4) == 3) { + float[] vector = randomVector(dim); + doc.add(new KnnVectorField("knn_vector", vector, similarityFunction)); + fieldValuesCheckSum += vector[0]; + fieldDocCount++; + fieldSumDocIDs += docID; + } + w.addDocument(doc); + } + + if (random().nextBoolean()) { + w.forceMerge(1); + } + + try (IndexReader r = w.getReader()) { + float checksum = 0; + int docCount = 0; + long sumDocIds = 0; + for (LeafReaderContext ctx : r.leaves()) { + VectorValues vectors = ctx.reader().getVectorValues("knn_vector"); + if (vectors != null) { + docCount += vectors.size(); + while (vectors.nextDoc() != NO_MORE_DOCS) { + checksum += vectors.vectorValue()[0]; + Document doc = ctx.reader().document(vectors.docID(), Set.of("id")); + sumDocIds += Integer.parseInt(doc.get("id")); + } + } + } + assertEquals(fieldValuesCheckSum, checksum, 1e-3); + assertEquals(fieldDocCount, docCount); + assertEquals(fieldSumDocIDs, sumDocIds); + } + } + } } From fc3c790ab421122e7aa2f20453cb468def712123 Mon Sep 17 00:00:00 2001 From: "spike.liu" Date: Fri, 18 Feb 2022 01:21:51 +0800 Subject: [PATCH 03/14] LUCENE-10398: Add static method for getting Terms from LeafReader (#678) Co-authored-by: chengliu@ctrip.com --- .../utils/NearestFuzzyQuery.java | 12 ++-- .../document/FeatureDoubleValuesSource.java | 16 ++--- .../apache/lucene/document/FeatureQuery.java | 5 +- .../lucene/document/FeatureSortField.java | 16 ++--- .../org/apache/lucene/index/LeafReader.java | 20 ++---- .../org/apache/lucene/index/TermStates.java | 10 ++- .../java/org/apache/lucene/index/Terms.java | 63 +++++++++++++++++++ .../search/DisjunctionMatchesIterator.java | 3 +- .../apache/lucene/search/IndexSearcher.java | 5 +- .../apache/lucene/search/TermInSetQuery.java | 4 +- .../directory/DirectoryTaxonomyWriter.java | 62 +++++++++--------- .../org/apache/lucene/monitor/QueryIndex.java | 12 ++-- .../function/IndexReaderFunctions.java | 6 +- .../SumTotalTermFreqValueSource.java | 3 +- .../function/valuesource/TFValueSource.java | 12 ++-- .../valuesource/TermFreqValueSource.java | 12 ++-- .../sandbox/queries/FuzzyLikeThisQuery.java | 12 ++-- .../sandbox/search/PhraseWildcardQuery.java | 4 +- .../spatial/util/ShapeFieldCacheProvider.java | 26 ++++---- 19 files changed, 160 insertions(+), 143 deletions(-) diff --git a/lucene/classification/src/java/org/apache/lucene/classification/utils/NearestFuzzyQuery.java b/lucene/classification/src/java/org/apache/lucene/classification/utils/NearestFuzzyQuery.java index 4cc762c2bc31..c020d7487cb3 100644 --- a/lucene/classification/src/java/org/apache/lucene/classification/utils/NearestFuzzyQuery.java +++ b/lucene/classification/src/java/org/apache/lucene/classification/utils/NearestFuzzyQuery.java @@ -203,13 +203,11 @@ private Query newTermQuery(IndexReader reader, Term term) throws IOException { // equal to 1 TermStates termStates = new TermStates(reader.getContext()); for (LeafReaderContext leafContext : reader.leaves()) { - Terms terms = leafContext.reader().terms(term.field()); - if (terms != null) { - TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(term.bytes())) { - int freq = 1 - termStates.docFreq(); // we want the total df and ttf to be 1 - termStates.register(termsEnum.termState(), leafContext.ord, freq, freq); - } + Terms terms = Terms.getTerms(leafContext.reader(), term.field()); + TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(term.bytes())) { + int freq = 1 - termStates.docFreq(); // we want the total df and ttf to be 1 + termStates.register(termsEnum.termState(), leafContext.ord, freq, freq); } } return new TermQuery(term, termStates); diff --git a/lucene/core/src/java/org/apache/lucene/document/FeatureDoubleValuesSource.java b/lucene/core/src/java/org/apache/lucene/document/FeatureDoubleValuesSource.java index 452577a92904..e77f83c136af 100644 --- a/lucene/core/src/java/org/apache/lucene/document/FeatureDoubleValuesSource.java +++ b/lucene/core/src/java/org/apache/lucene/document/FeatureDoubleValuesSource.java @@ -56,17 +56,13 @@ public boolean isCacheable(LeafReaderContext ctx) { @Override public DoubleValues getValues(LeafReaderContext ctx, DoubleValues scores) throws IOException { - Terms terms = ctx.reader().terms(field); - if (terms == null) { - return DoubleValues.EMPTY; + Terms terms = Terms.getTerms(ctx.reader(), field); + TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(featureName)) { + PostingsEnum currentReaderPostingsValues = termsEnum.postings(null, PostingsEnum.FREQS); + return new FeatureDoubleValues(currentReaderPostingsValues); } else { - TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(featureName) == false) { - return DoubleValues.EMPTY; - } else { - PostingsEnum currentReaderPostingsValues = termsEnum.postings(null, PostingsEnum.FREQS); - return new FeatureDoubleValues(currentReaderPostingsValues); - } + return DoubleValues.EMPTY; } } diff --git a/lucene/core/src/java/org/apache/lucene/document/FeatureQuery.java b/lucene/core/src/java/org/apache/lucene/document/FeatureQuery.java index bdd00efa8f14..5d8350c4d512 100644 --- a/lucene/core/src/java/org/apache/lucene/document/FeatureQuery.java +++ b/lucene/core/src/java/org/apache/lucene/document/FeatureQuery.java @@ -111,10 +111,7 @@ public Explanation explain(LeafReaderContext context, int doc) throws IOExceptio @Override public Scorer scorer(LeafReaderContext context) throws IOException { - Terms terms = context.reader().terms(fieldName); - if (terms == null) { - return null; - } + Terms terms = Terms.getTerms(context.reader(), fieldName); TermsEnum termsEnum = terms.iterator(); if (termsEnum.seekExact(new BytesRef(featureName)) == false) { return null; diff --git a/lucene/core/src/java/org/apache/lucene/document/FeatureSortField.java b/lucene/core/src/java/org/apache/lucene/document/FeatureSortField.java index 2a286802dcde..dc9569ecd09d 100644 --- a/lucene/core/src/java/org/apache/lucene/document/FeatureSortField.java +++ b/lucene/core/src/java/org/apache/lucene/document/FeatureSortField.java @@ -101,17 +101,13 @@ public FeatureComparator(int numHits, String field, String featureName) { @Override protected void doSetNextReader(LeafReaderContext context) throws IOException { - Terms terms = context.reader().terms(field); - if (terms == null) { - currentReaderPostingsValues = null; + Terms terms = Terms.getTerms(context.reader(), field); + TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(featureName)) { + currentReaderPostingsValues = + termsEnum.postings(currentReaderPostingsValues, PostingsEnum.FREQS); } else { - TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(featureName) == false) { - currentReaderPostingsValues = null; - } else { - currentReaderPostingsValues = - termsEnum.postings(currentReaderPostingsValues, PostingsEnum.FREQS); - } + currentReaderPostingsValues = null; } } diff --git a/lucene/core/src/java/org/apache/lucene/index/LeafReader.java b/lucene/core/src/java/org/apache/lucene/index/LeafReader.java index 729db64b71eb..37d005af7ef7 100644 --- a/lucene/core/src/java/org/apache/lucene/index/LeafReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/LeafReader.java @@ -71,10 +71,7 @@ public final LeafReaderContext getContext() { @Override public final int docFreq(Term term) throws IOException { - final Terms terms = terms(term.field()); - if (terms == null) { - return 0; - } + final Terms terms = Terms.getTerms(this, term.field()); final TermsEnum termsEnum = terms.iterator(); if (termsEnum.seekExact(term.bytes())) { return termsEnum.docFreq(); @@ -90,10 +87,7 @@ public final int docFreq(Term term) throws IOException { */ @Override public final long totalTermFreq(Term term) throws IOException { - final Terms terms = terms(term.field()); - if (terms == null) { - return 0; - } + final Terms terms = Terms.getTerms(this, term.field()); final TermsEnum termsEnum = terms.iterator(); if (termsEnum.seekExact(term.bytes())) { return termsEnum.totalTermFreq(); @@ -143,12 +137,10 @@ public final long getSumTotalTermFreq(String field) throws IOException { public final PostingsEnum postings(Term term, int flags) throws IOException { assert term.field() != null; assert term.bytes() != null; - final Terms terms = terms(term.field()); - if (terms != null) { - final TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(term.bytes())) { - return termsEnum.postings(null, flags); - } + final Terms terms = Terms.getTerms(this, term.field()); + final TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(term.bytes())) { + return termsEnum.postings(null, flags); } return null; } diff --git a/lucene/core/src/java/org/apache/lucene/index/TermStates.java b/lucene/core/src/java/org/apache/lucene/index/TermStates.java index dbf4743f6c82..d1c10401190f 100644 --- a/lucene/core/src/java/org/apache/lucene/index/TermStates.java +++ b/lucene/core/src/java/org/apache/lucene/index/TermStates.java @@ -112,12 +112,10 @@ public static TermStates build(IndexReaderContext context, Term term, boolean ne } private static TermsEnum loadTermsEnum(LeafReaderContext ctx, Term term) throws IOException { - final Terms terms = ctx.reader().terms(term.field()); - if (terms != null) { - final TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(term.bytes())) { - return termsEnum; - } + final Terms terms = Terms.getTerms(ctx.reader(), term.field()); + final TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(term.bytes())) { + return termsEnum; } return null; } diff --git a/lucene/core/src/java/org/apache/lucene/index/Terms.java b/lucene/core/src/java/org/apache/lucene/index/Terms.java index 37f5deddad7d..4343eedf20c9 100644 --- a/lucene/core/src/java/org/apache/lucene/index/Terms.java +++ b/lucene/core/src/java/org/apache/lucene/index/Terms.java @@ -31,6 +31,20 @@ public abstract class Terms { /** Sole constructor. (For invocation by subclass constructors, typically implicit.) */ protected Terms() {} + /** + * Returns the {@link Terms} index for this field, or {@link #EMPTY} if it has none. + * + * @return terms instance, or an empty instance if {@code field} does not exist in this reader + * @throws IOException if an I/O error occurs. + */ + public static Terms getTerms(LeafReader reader, String field) throws IOException { + Terms terms = reader.terms(field); + if (terms == null) { + return EMPTY; + } + return terms; + } + /** Returns an iterator that will step through all terms. This method will not return null. */ public abstract TermsEnum iterator() throws IOException; @@ -213,4 +227,53 @@ public Object getStats() throws IOException { sb.append(",sumDocFreq=").append(getSumDocFreq()); return sb.toString(); } + + /** An empty {@link Terms} which returns no terms */ + private static final Terms EMPTY = + new Terms() { + @Override + public TermsEnum iterator() throws IOException { + return TermsEnum.EMPTY; + } + + @Override + public long size() throws IOException { + return 0; + } + + @Override + public long getSumTotalTermFreq() throws IOException { + return 0; + } + + @Override + public long getSumDocFreq() throws IOException { + return 0; + } + + @Override + public int getDocCount() throws IOException { + return 0; + } + + @Override + public boolean hasFreqs() { + return false; + } + + @Override + public boolean hasOffsets() { + return false; + } + + @Override + public boolean hasPositions() { + return false; + } + + @Override + public boolean hasPayloads() { + return false; + } + }; } diff --git a/lucene/core/src/java/org/apache/lucene/search/DisjunctionMatchesIterator.java b/lucene/core/src/java/org/apache/lucene/search/DisjunctionMatchesIterator.java index 925d1303ca59..fa86505088d8 100644 --- a/lucene/core/src/java/org/apache/lucene/search/DisjunctionMatchesIterator.java +++ b/lucene/core/src/java/org/apache/lucene/search/DisjunctionMatchesIterator.java @@ -83,8 +83,7 @@ static MatchesIterator fromTermsEnum( LeafReaderContext context, int doc, Query query, String field, BytesRefIterator terms) throws IOException { Objects.requireNonNull(field); - Terms t = context.reader().terms(field); - if (t == null) return null; + Terms t = Terms.getTerms(context.reader(), field); TermsEnum te = t.iterator(); PostingsEnum reuse = null; for (BytesRef term = terms.next(); term != null; term = terms.next()) { diff --git a/lucene/core/src/java/org/apache/lucene/search/IndexSearcher.java b/lucene/core/src/java/org/apache/lucene/search/IndexSearcher.java index abb3e4996f02..5d47bbe7a99e 100644 --- a/lucene/core/src/java/org/apache/lucene/search/IndexSearcher.java +++ b/lucene/core/src/java/org/apache/lucene/search/IndexSearcher.java @@ -963,10 +963,7 @@ public CollectionStatistics collectionStatistics(String field) throws IOExceptio long sumTotalTermFreq = 0; long sumDocFreq = 0; for (LeafReaderContext leaf : reader.leaves()) { - final Terms terms = leaf.reader().terms(field); - if (terms == null) { - continue; - } + final Terms terms = Terms.getTerms(leaf.reader(), field); docCount += terms.getDocCount(); sumTotalTermFreq += terms.getSumTotalTermFreq(); sumDocFreq += terms.getSumDocFreq(); diff --git a/lucene/core/src/java/org/apache/lucene/search/TermInSetQuery.java b/lucene/core/src/java/org/apache/lucene/search/TermInSetQuery.java index b798baa640aa..a77b735378e5 100644 --- a/lucene/core/src/java/org/apache/lucene/search/TermInSetQuery.java +++ b/lucene/core/src/java/org/apache/lucene/search/TermInSetQuery.java @@ -244,8 +244,8 @@ public Weight createWeight(IndexSearcher searcher, ScoreMode scoreMode, float bo @Override public Matches matches(LeafReaderContext context, int doc) throws IOException { - Terms terms = context.reader().terms(field); - if (terms == null || terms.hasPositions() == false) { + Terms terms = Terms.getTerms(context.reader(), field); + if (terms.hasPositions() == false) { return super.matches(context, doc); } return MatchesUtils.forField( diff --git a/lucene/facet/src/java/org/apache/lucene/facet/taxonomy/directory/DirectoryTaxonomyWriter.java b/lucene/facet/src/java/org/apache/lucene/facet/taxonomy/directory/DirectoryTaxonomyWriter.java index e841d48a6c07..0291f3dadf74 100644 --- a/lucene/facet/src/java/org/apache/lucene/facet/taxonomy/directory/DirectoryTaxonomyWriter.java +++ b/lucene/facet/src/java/org/apache/lucene/facet/taxonomy/directory/DirectoryTaxonomyWriter.java @@ -356,17 +356,15 @@ protected synchronized int findCategory(FacetLabel categoryPath) throws IOExcept new BytesRef(FacetsConfig.pathToString(categoryPath.components, categoryPath.length)); PostingsEnum docs = null; // reuse for (LeafReaderContext ctx : reader.leaves()) { - Terms terms = ctx.reader().terms(Consts.FULL); - if (terms != null) { - // TODO: share per-segment TermsEnum here! - TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(catTerm)) { - // liveDocs=null because the taxonomy has no deletes - docs = termsEnum.postings(docs, 0 /* freqs not required */); - // if the term was found, we know it has exactly one document. - doc = docs.nextDoc() + ctx.docBase; - break; - } + Terms terms = Terms.getTerms(ctx.reader(), Consts.FULL); + // TODO: share per-segment TermsEnum here! + TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(catTerm)) { + // liveDocs=null because the taxonomy has no deletes + docs = termsEnum.postings(docs, 0 /* freqs not required */); + // if the term was found, we know it has exactly one document. + doc = docs.nextDoc() + ctx.docBase; + break; } } } finally { @@ -614,28 +612,26 @@ private synchronized void perhapsFillCache() throws IOException { try { PostingsEnum postingsEnum = null; for (LeafReaderContext ctx : reader.leaves()) { - Terms terms = ctx.reader().terms(Consts.FULL); - if (terms != null) { // cannot really happen, but be on the safe side - // TODO: share per-segment TermsEnum here! - TermsEnum termsEnum = terms.iterator(); - while (termsEnum.next() != null) { - if (!cache.isFull()) { - BytesRef t = termsEnum.term(); - // Since we guarantee uniqueness of categories, each term has exactly - // one document. Also, since we do not allow removing categories (and - // hence documents), there are no deletions in the index. Therefore, it - // is sufficient to call next(), and then doc(), exactly once with no - // 'validation' checks. - FacetLabel cp = new FacetLabel(FacetsConfig.stringToPath(t.utf8ToString())); - postingsEnum = termsEnum.postings(postingsEnum, PostingsEnum.NONE); - boolean res = cache.put(cp, postingsEnum.nextDoc() + ctx.docBase); - assert !res : "entries should not have been evicted from the cache"; - } else { - // the cache is full and the next put() will evict entries from it, therefore abort - // the iteration. - aborted = true; - break; - } + Terms terms = Terms.getTerms(ctx.reader(), Consts.FULL); + // TODO: share per-segment TermsEnum here! + TermsEnum termsEnum = terms.iterator(); + while (termsEnum.next() != null) { + if (!cache.isFull()) { + BytesRef t = termsEnum.term(); + // Since we guarantee uniqueness of categories, each term has exactly + // one document. Also, since we do not allow removing categories (and + // hence documents), there are no deletions in the index. Therefore, it + // is sufficient to call next(), and then doc(), exactly once with no + // 'validation' checks. + FacetLabel cp = new FacetLabel(FacetsConfig.stringToPath(t.utf8ToString())); + postingsEnum = termsEnum.postings(postingsEnum, PostingsEnum.NONE); + boolean res = cache.put(cp, postingsEnum.nextDoc() + ctx.docBase); + assert !res : "entries should not have been evicted from the cache"; + } else { + // the cache is full and the next put() will evict entries from it, therefore abort + // the iteration. + aborted = true; + break; } } if (aborted) { diff --git a/lucene/monitor/src/java/org/apache/lucene/monitor/QueryIndex.java b/lucene/monitor/src/java/org/apache/lucene/monitor/QueryIndex.java index e44ecb8dc7cb..1d55c5ee7c2b 100644 --- a/lucene/monitor/src/java/org/apache/lucene/monitor/QueryIndex.java +++ b/lucene/monitor/src/java/org/apache/lucene/monitor/QueryIndex.java @@ -225,13 +225,11 @@ static class QueryTermFilter implements BiPredicate { for (LeafReaderContext ctx : reader.leaves()) { for (FieldInfo fi : ctx.reader().getFieldInfos()) { BytesRefHash terms = termsHash.computeIfAbsent(fi.name, f -> new BytesRefHash()); - Terms t = ctx.reader().terms(fi.name); - if (t != null) { - TermsEnum te = t.iterator(); - BytesRef term; - while ((term = te.next()) != null) { - terms.add(term); - } + Terms t = Terms.getTerms(ctx.reader(), fi.name); + TermsEnum te = t.iterator(); + BytesRef term; + while ((term = te.next()) != null) { + terms.add(term); } } } diff --git a/lucene/queries/src/java/org/apache/lucene/queries/function/IndexReaderFunctions.java b/lucene/queries/src/java/org/apache/lucene/queries/function/IndexReaderFunctions.java index b1b23728b4ba..864302ecbab8 100644 --- a/lucene/queries/src/java/org/apache/lucene/queries/function/IndexReaderFunctions.java +++ b/lucene/queries/src/java/org/apache/lucene/queries/function/IndexReaderFunctions.java @@ -212,10 +212,10 @@ private TermFreqDoubleValuesSource(Term term) { @Override public DoubleValues getValues(LeafReaderContext ctx, DoubleValues scores) throws IOException { - Terms terms = ctx.reader().terms(term.field()); - TermsEnum te = terms == null ? null : terms.iterator(); + Terms terms = Terms.getTerms(ctx.reader(), term.field()); + TermsEnum te = terms.iterator(); - if (te == null || te.seekExact(term.bytes()) == false) { + if (te.seekExact(term.bytes()) == false) { return DoubleValues.EMPTY; } diff --git a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/SumTotalTermFreqValueSource.java b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/SumTotalTermFreqValueSource.java index b1ca3a5d02c3..922a306adcb6 100644 --- a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/SumTotalTermFreqValueSource.java +++ b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/SumTotalTermFreqValueSource.java @@ -57,8 +57,7 @@ public FunctionValues getValues(Map context, LeafReaderContext r public void createWeight(Map context, IndexSearcher searcher) throws IOException { long sumTotalTermFreq = 0; for (LeafReaderContext readerContext : searcher.getTopReaderContext().leaves()) { - Terms terms = readerContext.reader().terms(indexedField); - if (terms == null) continue; + Terms terms = Terms.getTerms(readerContext.reader(), indexedField); long v = terms.getSumTotalTermFreq(); assert v != -1; sumTotalTermFreq += v; diff --git a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TFValueSource.java b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TFValueSource.java index 72baacd8e8e4..4e37396b5461 100644 --- a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TFValueSource.java +++ b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TFValueSource.java @@ -50,7 +50,7 @@ public String name() { @Override public FunctionValues getValues(Map context, LeafReaderContext readerContext) throws IOException { - final Terms terms = readerContext.reader().terms(indexedField); + final Terms terms = Terms.getTerms(readerContext.reader(), indexedField); IndexSearcher searcher = (IndexSearcher) context.get("searcher"); final TFIDFSimilarity similarity = IDFValueSource.asTFIDF(searcher.getSimilarity(), indexedField); @@ -71,13 +71,9 @@ public FunctionValues getValues(Map context, LeafReaderContext r public void reset() throws IOException { // no one should call us for deleted docs? - if (terms != null) { - final TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(indexedBytes)) { - docs = termsEnum.postings(null); - } else { - docs = null; - } + final TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(indexedBytes)) { + docs = termsEnum.postings(null); } else { docs = null; } diff --git a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TermFreqValueSource.java b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TermFreqValueSource.java index 1e9866d716a1..45e5453f7ce7 100644 --- a/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TermFreqValueSource.java +++ b/lucene/queries/src/java/org/apache/lucene/queries/function/valuesource/TermFreqValueSource.java @@ -46,7 +46,7 @@ public String name() { @Override public FunctionValues getValues(Map context, LeafReaderContext readerContext) throws IOException { - final Terms terms = readerContext.reader().terms(indexedField); + final Terms terms = Terms.getTerms(readerContext.reader(), indexedField); return new IntDocValues(this) { PostingsEnum docs; @@ -60,13 +60,9 @@ public FunctionValues getValues(Map context, LeafReaderContext r public void reset() throws IOException { // no one should call us for deleted docs? - if (terms != null) { - final TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(indexedBytes)) { - docs = termsEnum.postings(null); - } else { - docs = null; - } + final TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(indexedBytes)) { + docs = termsEnum.postings(null); } else { docs = null; } diff --git a/lucene/sandbox/src/java/org/apache/lucene/sandbox/queries/FuzzyLikeThisQuery.java b/lucene/sandbox/src/java/org/apache/lucene/sandbox/queries/FuzzyLikeThisQuery.java index a98a4793426f..6193d27a99ff 100644 --- a/lucene/sandbox/src/java/org/apache/lucene/sandbox/queries/FuzzyLikeThisQuery.java +++ b/lucene/sandbox/src/java/org/apache/lucene/sandbox/queries/FuzzyLikeThisQuery.java @@ -265,13 +265,11 @@ private Query newTermQuery(IndexReader reader, Term term) throws IOException { // equal to 1 TermStates context = new TermStates(reader.getContext()); for (LeafReaderContext leafContext : reader.leaves()) { - Terms terms = leafContext.reader().terms(term.field()); - if (terms != null) { - TermsEnum termsEnum = terms.iterator(); - if (termsEnum.seekExact(term.bytes())) { - int freq = 1 - context.docFreq(); // we want the total df and ttf to be 1 - context.register(termsEnum.termState(), leafContext.ord, freq, freq); - } + Terms terms = Terms.getTerms(leafContext.reader(), term.field()); + TermsEnum termsEnum = terms.iterator(); + if (termsEnum.seekExact(term.bytes())) { + int freq = 1 - context.docFreq(); // we want the total df and ttf to be 1 + context.register(termsEnum.termState(), leafContext.ord, freq, freq); } } return new TermQuery(term, context); diff --git a/lucene/sandbox/src/java/org/apache/lucene/sandbox/search/PhraseWildcardQuery.java b/lucene/sandbox/src/java/org/apache/lucene/sandbox/search/PhraseWildcardQuery.java index 2affa87f6bdb..c4fc7189fe17 100644 --- a/lucene/sandbox/src/java/org/apache/lucene/sandbox/search/PhraseWildcardQuery.java +++ b/lucene/sandbox/src/java/org/apache/lucene/sandbox/search/PhraseWildcardQuery.java @@ -1034,8 +1034,8 @@ protected List createTermsSizeSortedCopyOf(List getCache(LeafReader reader) throws IOExce idx = new ShapeFieldCache<>(reader.maxDoc(), defaultSize); PostingsEnum docs = null; - Terms terms = reader.terms(shapeField); - if (terms != null) { - TermsEnum te = terms.iterator(); - BytesRef term = te.next(); - while (term != null) { - T shape = readShape(term); - if (shape != null) { - docs = te.postings(docs, PostingsEnum.NONE); - Integer docid = docs.nextDoc(); - while (docid != DocIdSetIterator.NO_MORE_DOCS) { - idx.add(docid, shape); - docid = docs.nextDoc(); - } + Terms terms = Terms.getTerms(reader, shapeField); + TermsEnum te = terms.iterator(); + BytesRef term = te.next(); + while (term != null) { + T shape = readShape(term); + if (shape != null) { + docs = te.postings(docs, PostingsEnum.NONE); + Integer docid = docs.nextDoc(); + while (docid != DocIdSetIterator.NO_MORE_DOCS) { + idx.add(docid, shape); + docid = docs.nextDoc(); } - term = te.next(); } + term = te.next(); } sidx.put(reader, idx); return idx; From 00029f1ec4a952b4345d966c00dc5abe7b9b8af1 Mon Sep 17 00:00:00 2001 From: Greg Miller Date: Thu, 17 Feb 2022 09:26:11 -0800 Subject: [PATCH 04/14] Add CHANGES entry for LUCENE-10398 --- lucene/CHANGES.txt | 2 ++ 1 file changed, 2 insertions(+) diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index f5387eddf7c5..903b9db4d8cb 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -89,6 +89,8 @@ API Changes * LUCENE-10420: Move functional interfaces in IOUtils to top-level interfaces. (David Smiley, Uwe Schindler, Dawid Weiss, Tomoko Uchida) +* LUCENE-10398: Add static method for getting Terms from LeafReader. (Spike Liu) + New Features --------------------- From c132bbf677b5eb4d3ff0acf838b4d8f2c4e0327e Mon Sep 17 00:00:00 2001 From: Vigya Sharma Date: Thu, 17 Feb 2022 11:20:06 -0800 Subject: [PATCH 05/14] LUCENE-10084: Rewrite DocValuesFieldExistsQuery to MatchAllDocsQuery when all docs have the field (#677) Since all documents are required to use the same features (LUCENE-9334) we can rewrite DocValuesFieldExistsQuery to a MatchAllDocsQuery whenever terms or points have a docCount that is equal to maxDoc. --- lucene/CHANGES.txt | 2 + .../search/DocValuesFieldExistsQuery.java | 21 +++++ .../search/TestDocValuesFieldExistsQuery.java | 87 +++++++++++++++++++ 3 files changed, 110 insertions(+) diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index 903b9db4d8cb..f92030bdb1b1 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -226,6 +226,8 @@ Optimizations * LUCENE-10408 Better encoding of doc Ids in vectors. (Mayya Sharipova, Julie Tibshirani, Adrien Grand) +* LUCENE-10084: Rewrite DocValuesFieldExistsQuery to MatchAllDocsQuery whenever terms + or points have a docCount that is equal to maxDoc. (Vigya Sharma) Changes in runtime behavior --------------------- diff --git a/lucene/core/src/java/org/apache/lucene/search/DocValuesFieldExistsQuery.java b/lucene/core/src/java/org/apache/lucene/search/DocValuesFieldExistsQuery.java index 303789d305fd..c2939ea1708c 100644 --- a/lucene/core/src/java/org/apache/lucene/search/DocValuesFieldExistsQuery.java +++ b/lucene/core/src/java/org/apache/lucene/search/DocValuesFieldExistsQuery.java @@ -22,8 +22,11 @@ import org.apache.lucene.index.DocValuesType; import org.apache.lucene.index.FieldInfo; import org.apache.lucene.index.IndexOptions; +import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.LeafReader; import org.apache.lucene.index.LeafReaderContext; +import org.apache.lucene.index.PointValues; +import org.apache.lucene.index.Terms; /** * A {@link Query} that matches documents that have a value for a given field as reported by doc @@ -64,6 +67,24 @@ public void visit(QueryVisitor visitor) { } } + @Override + public Query rewrite(IndexReader reader) throws IOException { + int rewritableReaders = 0; + for (LeafReaderContext context : reader.leaves()) { + LeafReader leaf = context.reader(); + Terms terms = leaf.terms(field); + PointValues pointValues = leaf.getPointValues(field); + if ((terms != null && terms.getDocCount() == leaf.maxDoc()) + || (pointValues != null && pointValues.getDocCount() == leaf.maxDoc())) { + rewritableReaders++; + } + } + if (rewritableReaders == reader.leaves().size()) { + return new MatchAllDocsQuery(); + } + return super.rewrite(reader); + } + @Override public Weight createWeight(IndexSearcher searcher, ScoreMode scoreMode, float boost) { return new ConstantScoreWeight(this, boost) { diff --git a/lucene/core/src/test/org/apache/lucene/search/TestDocValuesFieldExistsQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestDocValuesFieldExistsQuery.java index c03be9746846..32f163ba99e8 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestDocValuesFieldExistsQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestDocValuesFieldExistsQuery.java @@ -17,6 +17,7 @@ package org.apache.lucene.search; import java.io.IOException; +import org.apache.lucene.document.BinaryPoint; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field.Store; import org.apache.lucene.document.LongPoint; @@ -38,6 +39,92 @@ public class TestDocValuesFieldExistsQuery extends LuceneTestCase { + public void testRewriteWithTermsPresent() throws IOException { + Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir); + final int numDocs = atLeast(100); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new StringField("f", random().nextBoolean() ? "yes" : "no", Store.NO)); + iw.addDocument(doc); + } + iw.commit(); + final IndexReader reader = iw.getReader(); + iw.close(); + + assertTrue((new DocValuesFieldExistsQuery("f")).rewrite(reader) instanceof MatchAllDocsQuery); + reader.close(); + dir.close(); + } + + public void testRewriteWithPointValuesPresent() throws IOException { + Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir); + final int numDocs = atLeast(100); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new BinaryPoint("dim", new byte[4], new byte[4])); + iw.addDocument(doc); + } + iw.commit(); + final IndexReader reader = iw.getReader(); + iw.close(); + + assertTrue((new DocValuesFieldExistsQuery("dim")).rewrite(reader) instanceof MatchAllDocsQuery); + reader.close(); + dir.close(); + } + + public void testNoRewrite() throws IOException { + Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir); + final int numDocs = atLeast(100); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new BinaryPoint("dim", new byte[4], new byte[4])); + iw.addDocument(doc); + } + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new StringField("f", random().nextBoolean() ? "yes" : "no", Store.NO)); + iw.addDocument(doc); + } + iw.commit(); + final IndexReader reader = iw.getReader(); + iw.close(); + + assertFalse( + (new DocValuesFieldExistsQuery("dim")).rewrite(reader) instanceof MatchAllDocsQuery); + assertFalse((new DocValuesFieldExistsQuery("f")).rewrite(reader) instanceof MatchAllDocsQuery); + reader.close(); + dir.close(); + } + + public void testNoRewriteWithDocValues() throws IOException { + Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir); + final int numDocs = atLeast(100); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + doc.add(new NumericDocValuesField("dv1", 1)); + doc.add(new SortedNumericDocValuesField("dv2", 1)); + doc.add(new SortedNumericDocValuesField("dv2", 2)); + iw.addDocument(doc); + } + iw.commit(); + final IndexReader reader = iw.getReader(); + iw.close(); + + assertFalse( + (new DocValuesFieldExistsQuery("dv1")).rewrite(reader) instanceof MatchAllDocsQuery); + assertFalse( + (new DocValuesFieldExistsQuery("dv2")).rewrite(reader) instanceof MatchAllDocsQuery); + assertFalse( + (new DocValuesFieldExistsQuery("dv3")).rewrite(reader) instanceof MatchAllDocsQuery); + reader.close(); + dir.close(); + } + public void testRandom() throws IOException { final int iters = atLeast(10); for (int iter = 0; iter < iters; ++iter) { From 8ca372573dba0f4755b982b0c36a2b87aaf4705b Mon Sep 17 00:00:00 2001 From: Julie Tibshirani Date: Thu, 17 Feb 2022 11:35:25 -0800 Subject: [PATCH 06/14] LUCENE-10382: Support filtering in KnnVectorQuery (#656) This PR adds support for a query filter in KnnVectorQuery. First, we gather the query results for each leaf as a bit set. Then the HNSW search skips over the non-matching documents (using the same approach as for live docs). To prevent HNSW search from visiting too many documents when the filter is very selective, we short-circuit if HNSW has already visited more than the number of documents that match the filter, and execute an exact search instead. This bounds the number of visited documents at roughly 2x the cost of just running the exact filter, while in most cases HNSW completes successfully and does a lot better. Co-authored-by: Joel Bernstein --- lucene/CHANGES.txt | 3 + .../lucene90/Lucene90HnswVectorsReader.java | 3 +- .../SimpleTextKnnVectorsReader.java | 3 +- .../lucene/codecs/KnnVectorsFormat.java | 3 +- .../lucene/codecs/KnnVectorsReader.java | 13 +- .../lucene/codecs/KnnVectorsWriter.java | 3 +- .../lucene91/Lucene91HnswVectorsReader.java | 19 +- .../perfield/PerFieldKnnVectorsFormat.java | 5 +- .../org/apache/lucene/index/CodecReader.java | 6 +- .../lucene/index/DocValuesLeafReader.java | 4 +- .../apache/lucene/index/FilterLeafReader.java | 6 +- .../org/apache/lucene/index/LeafReader.java | 23 ++- .../lucene/index/ParallelLeafReader.java | 7 +- .../lucene/index/SlowCodecReaderWrapper.java | 4 +- .../lucene/index/SortingCodecReader.java | 3 +- .../org/apache/lucene/index/VectorValues.java | 2 +- .../lucene/index/VectorValuesWriter.java | 3 +- .../search/KnnVectorFieldExistsQuery.java | 81 ++++++++ .../apache/lucene/search/KnnVectorQuery.java | 183 ++++++++++++++++-- .../lucene/util/hnsw/HnswGraphBuilder.java | 5 +- .../lucene/util/hnsw/HnswGraphSearcher.java | 46 ++++- .../lucene/util/hnsw/NeighborQueue.java | 10 + .../TestPerFieldKnnVectorsFormat.java | 6 +- .../org/apache/lucene/index/TestKnnGraph.java | 4 +- .../index/TestSegmentToThreadMapping.java | 3 +- .../search/TestKnnVectorFieldExistsQuery.java | 140 ++++++++++++++ .../lucene/search/TestKnnVectorQuery.java | 129 +++++++++++- .../lucene/util/hnsw/KnnGraphTester.java | 3 +- .../lucene/util/hnsw/TestHnswGraph.java | 70 ++++++- .../highlight/TermVectorLeafReader.java | 3 +- .../lucene/index/memory/MemoryIndex.java | 3 +- .../asserting/AssertingKnnVectorsFormat.java | 5 +- .../index/BaseKnnVectorsFormatTestCase.java | 7 +- .../tests/index/MergeReaderWrapper.java | 6 +- .../lucene/tests/search/QueryUtils.java | 3 +- 35 files changed, 738 insertions(+), 79 deletions(-) create mode 100644 lucene/core/src/java/org/apache/lucene/search/KnnVectorFieldExistsQuery.java create mode 100644 lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index f92030bdb1b1..939021919bec 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -158,6 +158,9 @@ New Features * LUCENE-10415: FunctionScoreQuery and IndexOrDocValuesQuery delegate Weight#count. (Ignacio Vera) +* LUCENE-10382: Add support for filtering in KnnVectorQuery. This allows for finding the + nearest k documents that also match a query. (Julie Tibshirani, Joel Bernstein) + Improvements --------------------- diff --git a/lucene/backward-codecs/src/java/org/apache/lucene/backward_codecs/lucene90/Lucene90HnswVectorsReader.java b/lucene/backward-codecs/src/java/org/apache/lucene/backward_codecs/lucene90/Lucene90HnswVectorsReader.java index 85ecf5106dc9..2d2e2d57a1a7 100644 --- a/lucene/backward-codecs/src/java/org/apache/lucene/backward_codecs/lucene90/Lucene90HnswVectorsReader.java +++ b/lucene/backward-codecs/src/java/org/apache/lucene/backward_codecs/lucene90/Lucene90HnswVectorsReader.java @@ -229,7 +229,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) throws IOException { + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) + throws IOException { FieldEntry fieldEntry = fields.get(field); if (fieldEntry.size() == 0) { diff --git a/lucene/codecs/src/java/org/apache/lucene/codecs/simpletext/SimpleTextKnnVectorsReader.java b/lucene/codecs/src/java/org/apache/lucene/codecs/simpletext/SimpleTextKnnVectorsReader.java index 4ef585e8294b..617a67f49c17 100644 --- a/lucene/codecs/src/java/org/apache/lucene/codecs/simpletext/SimpleTextKnnVectorsReader.java +++ b/lucene/codecs/src/java/org/apache/lucene/codecs/simpletext/SimpleTextKnnVectorsReader.java @@ -144,7 +144,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) throws IOException { + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) + throws IOException { VectorValues values = getVectorValues(field); if (target.length != values.dimension()) { throw new IllegalArgumentException( diff --git a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsFormat.java b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsFormat.java index 69b1a4265359..6300c9121832 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsFormat.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsFormat.java @@ -100,7 +100,8 @@ public VectorValues getVectorValues(String field) { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs search( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { return TopDocsCollector.EMPTY_TOPDOCS; } diff --git a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsReader.java b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsReader.java index 6407559228a9..057ab9024a12 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsReader.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsReader.java @@ -21,7 +21,9 @@ import java.io.IOException; import org.apache.lucene.index.FieldInfo; import org.apache.lucene.index.VectorValues; +import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.TopDocs; +import org.apache.lucene.search.TotalHits; import org.apache.lucene.util.Accountable; import org.apache.lucene.util.Bits; @@ -58,6 +60,12 @@ protected KnnVectorsReader() {} * true k closest neighbors. For large values of k (for example when k is close to the total * number of documents), the search may also retrieve fewer than k documents. * + *

    The returned {@link TopDocs} will contain a {@link ScoreDoc} for each nearest neighbor, in + * order of their similarity to the query vector (decreasing scores). The {@link TotalHits} + * contains the number of documents visited during the search. If the search stopped early because + * it hit {@code visitedLimit}, it is indicated through the relation {@code + * TotalHits.Relation.GREATER_THAN_OR_EQUAL_TO}. + * *

    The behavior is undefined if the given field doesn't have KNN vectors enabled on its {@link * FieldInfo}. The return value is never {@code null}. * @@ -66,10 +74,11 @@ protected KnnVectorsReader() {} * @param k the number of docs to return * @param acceptDocs {@link Bits} that represents the allowed documents to match, or {@code null} * if they are all allowed to match. + * @param visitedLimit the maximum number of nodes that the search is allowed to visit * @return the k nearest neighbor documents, along with their (searchStrategy-specific) scores. */ - public abstract TopDocs search(String field, float[] target, int k, Bits acceptDocs) - throws IOException; + public abstract TopDocs search( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException; /** * Returns an instance optimized for merging. This instance may only be consumed in the thread diff --git a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsWriter.java b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsWriter.java index b2d978f8d42c..d15f52195641 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsWriter.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/KnnVectorsWriter.java @@ -86,7 +86,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs search( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { throw new UnsupportedOperationException(); } }); diff --git a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java index 08016daa4c0e..d6f4c04cc7ac 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java @@ -219,7 +219,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) throws IOException { + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) + throws IOException { FieldEntry fieldEntry = fields.get(field); if (fieldEntry.size() == 0) { @@ -228,8 +229,8 @@ public TopDocs search(String field, float[] target, int k, Bits acceptDocs) thro // bound k by total number of vectors to prevent oversizing data structures k = Math.min(k, fieldEntry.size()); - OffHeapVectorValues vectorValues = getOffHeapVectorValues(fieldEntry); + NeighborQueue results = HnswGraphSearcher.search( target, @@ -237,7 +238,8 @@ public TopDocs search(String field, float[] target, int k, Bits acceptDocs) thro vectorValues, fieldEntry.similarityFunction, getGraph(fieldEntry), - getAcceptOrds(acceptDocs, fieldEntry)); + getAcceptOrds(acceptDocs, fieldEntry), + visitedLimit); int i = 0; ScoreDoc[] scoreDocs = new ScoreDoc[Math.min(results.size(), k)]; @@ -247,11 +249,12 @@ public TopDocs search(String field, float[] target, int k, Bits acceptDocs) thro results.pop(); scoreDocs[scoreDocs.length - ++i] = new ScoreDoc(fieldEntry.ordToDoc(node), score); } - // always return >= the case where we can assert == is only when there are fewer than topK - // vectors in the index - return new TopDocs( - new TotalHits(results.visitedCount(), TotalHits.Relation.GREATER_THAN_OR_EQUAL_TO), - scoreDocs); + + TotalHits.Relation relation = + results.incomplete() + ? TotalHits.Relation.GREATER_THAN_OR_EQUAL_TO + : TotalHits.Relation.EQUAL_TO; + return new TopDocs(new TotalHits(results.visitedCount(), relation), scoreDocs); } private OffHeapVectorValues getOffHeapVectorValues(FieldEntry fieldEntry) throws IOException { diff --git a/lucene/core/src/java/org/apache/lucene/codecs/perfield/PerFieldKnnVectorsFormat.java b/lucene/core/src/java/org/apache/lucene/codecs/perfield/PerFieldKnnVectorsFormat.java index 262fd22119f3..af81dfe0f9e9 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/perfield/PerFieldKnnVectorsFormat.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/perfield/PerFieldKnnVectorsFormat.java @@ -263,12 +263,13 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) throws IOException { + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) + throws IOException { KnnVectorsReader knnVectorsReader = fields.get(field); if (knnVectorsReader == null) { return new TopDocs(new TotalHits(0, TotalHits.Relation.EQUAL_TO), new ScoreDoc[0]); } else { - return knnVectorsReader.search(field, target, k, acceptDocs); + return knnVectorsReader.search(field, target, k, acceptDocs, visitedLimit); } } diff --git a/lucene/core/src/java/org/apache/lucene/index/CodecReader.java b/lucene/core/src/java/org/apache/lucene/index/CodecReader.java index 9c05098eba2f..5867357a164c 100644 --- a/lucene/core/src/java/org/apache/lucene/index/CodecReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/CodecReader.java @@ -223,8 +223,8 @@ public final VectorValues getVectorValues(String field) throws IOException { } @Override - public final TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) - throws IOException { + public final TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { ensureOpen(); FieldInfo fi = getFieldInfos().fieldInfo(field); if (fi == null || fi.getVectorDimension() == 0) { @@ -232,7 +232,7 @@ public final TopDocs searchNearestVectors(String field, float[] target, int k, B return null; } - return getVectorReader().search(field, target, k, acceptDocs); + return getVectorReader().search(field, target, k, acceptDocs, visitedLimit); } @Override diff --git a/lucene/core/src/java/org/apache/lucene/index/DocValuesLeafReader.java b/lucene/core/src/java/org/apache/lucene/index/DocValuesLeafReader.java index 50beb1a17126..99853d9abd87 100644 --- a/lucene/core/src/java/org/apache/lucene/index/DocValuesLeafReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/DocValuesLeafReader.java @@ -53,8 +53,8 @@ public final VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) - throws IOException { + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { throw new UnsupportedOperationException(); } diff --git a/lucene/core/src/java/org/apache/lucene/index/FilterLeafReader.java b/lucene/core/src/java/org/apache/lucene/index/FilterLeafReader.java index b00951c7299e..8114bf3e3d57 100644 --- a/lucene/core/src/java/org/apache/lucene/index/FilterLeafReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/FilterLeafReader.java @@ -352,9 +352,9 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) - throws IOException { - return in.searchNearestVectors(field, target, k, acceptDocs); + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { + return in.searchNearestVectors(field, target, k, acceptDocs, visitedLimit); } @Override diff --git a/lucene/core/src/java/org/apache/lucene/index/LeafReader.java b/lucene/core/src/java/org/apache/lucene/index/LeafReader.java index 37d005af7ef7..017c085b5406 100644 --- a/lucene/core/src/java/org/apache/lucene/index/LeafReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/LeafReader.java @@ -17,7 +17,9 @@ package org.apache.lucene.index; import java.io.IOException; +import org.apache.lucene.search.ScoreDoc; import org.apache.lucene.search.TopDocs; +import org.apache.lucene.search.TotalHits; import org.apache.lucene.util.Bits; /** @@ -207,20 +209,31 @@ public final PostingsEnum postings(Term term) throws IOException { /** * Return the k nearest neighbor documents as determined by comparison of their vector values for - * this field, to the given vector, by the field's search strategy. If the search strategy is - * reversed, lower values indicate nearer vectors, otherwise higher scores indicate nearer - * vectors. Unlike relevance scores, vector scores may be negative. + * this field, to the given vector, by the field's similarity function. The score of each document + * is derived from the vector similarity in a way that ensures scores are positive and that a + * larger score corresponds to a higher ranking. + * + *

    The search is allowed to be approximate, meaning the results are not guaranteed to be the + * true k closest neighbors. For large values of k (for example when k is close to the total + * number of documents), the search may also retrieve fewer than k documents. + * + *

    The returned {@link TopDocs} will contain a {@link ScoreDoc} for each nearest neighbor, + * sorted in order of their similarity to the query vector (decreasing scores). The {@link + * TotalHits} contains the number of documents visited during the search. If the search stopped + * early because it hit {@code visitedLimit}, it is indicated through the relation {@code + * TotalHits.Relation.GREATER_THAN_OR_EQUAL_TO}. * * @param field the vector field to search * @param target the vector-valued query * @param k the number of docs to return * @param acceptDocs {@link Bits} that represents the allowed documents to match, or {@code null} * if they are all allowed to match. + * @param visitedLimit the maximum number of nodes that the search is allowed to visit * @return the k nearest neighbor documents, along with their (searchStrategy-specific) scores. * @lucene.experimental */ - public abstract TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) - throws IOException; + public abstract TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException; /** * Get the {@link FieldInfos} describing all fields in this reader. diff --git a/lucene/core/src/java/org/apache/lucene/index/ParallelLeafReader.java b/lucene/core/src/java/org/apache/lucene/index/ParallelLeafReader.java index 0e157cfc9b48..788da1b9ace0 100644 --- a/lucene/core/src/java/org/apache/lucene/index/ParallelLeafReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/ParallelLeafReader.java @@ -393,11 +393,14 @@ public VectorValues getVectorValues(String fieldName) throws IOException { } @Override - public TopDocs searchNearestVectors(String fieldName, float[] target, int k, Bits acceptDocs) + public TopDocs searchNearestVectors( + String fieldName, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { ensureOpen(); LeafReader reader = fieldToReader.get(fieldName); - return reader == null ? null : reader.searchNearestVectors(fieldName, target, k, acceptDocs); + return reader == null + ? null + : reader.searchNearestVectors(fieldName, target, k, acceptDocs, visitedLimit); } @Override diff --git a/lucene/core/src/java/org/apache/lucene/index/SlowCodecReaderWrapper.java b/lucene/core/src/java/org/apache/lucene/index/SlowCodecReaderWrapper.java index 3363dc04c05f..034a91b960c7 100644 --- a/lucene/core/src/java/org/apache/lucene/index/SlowCodecReaderWrapper.java +++ b/lucene/core/src/java/org/apache/lucene/index/SlowCodecReaderWrapper.java @@ -167,9 +167,9 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { - return reader.searchNearestVectors(field, target, k, acceptDocs); + return reader.searchNearestVectors(field, target, k, acceptDocs, visitedLimit); } @Override diff --git a/lucene/core/src/java/org/apache/lucene/index/SortingCodecReader.java b/lucene/core/src/java/org/apache/lucene/index/SortingCodecReader.java index 32fbb8d0c35a..0c0f6c848969 100644 --- a/lucene/core/src/java/org/apache/lucene/index/SortingCodecReader.java +++ b/lucene/core/src/java/org/apache/lucene/index/SortingCodecReader.java @@ -384,7 +384,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs search( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { throw new UnsupportedOperationException(); } diff --git a/lucene/core/src/java/org/apache/lucene/index/VectorValues.java b/lucene/core/src/java/org/apache/lucene/index/VectorValues.java index 27b44b2506ab..ff383ac75fbd 100644 --- a/lucene/core/src/java/org/apache/lucene/index/VectorValues.java +++ b/lucene/core/src/java/org/apache/lucene/index/VectorValues.java @@ -30,7 +30,7 @@ public abstract class VectorValues extends DocIdSetIterator { /** The maximum length of a vector */ - public static int MAX_DIMENSIONS = 1024; + public static final int MAX_DIMENSIONS = 1024; /** Sole constructor */ protected VectorValues() {} diff --git a/lucene/core/src/java/org/apache/lucene/index/VectorValuesWriter.java b/lucene/core/src/java/org/apache/lucene/index/VectorValuesWriter.java index 673f39a34040..c5b2c9781c94 100644 --- a/lucene/core/src/java/org/apache/lucene/index/VectorValuesWriter.java +++ b/lucene/core/src/java/org/apache/lucene/index/VectorValuesWriter.java @@ -135,7 +135,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) + public TopDocs search( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { throw new UnsupportedOperationException(); } diff --git a/lucene/core/src/java/org/apache/lucene/search/KnnVectorFieldExistsQuery.java b/lucene/core/src/java/org/apache/lucene/search/KnnVectorFieldExistsQuery.java new file mode 100644 index 000000000000..50e0c9a2a2bf --- /dev/null +++ b/lucene/core/src/java/org/apache/lucene/search/KnnVectorFieldExistsQuery.java @@ -0,0 +1,81 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * 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 + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.lucene.search; + +import java.io.IOException; +import java.util.Objects; +import org.apache.lucene.index.LeafReaderContext; + +/** + * A {@link Query} that matches documents that contain a {@link + * org.apache.lucene.document.KnnVectorField}. + */ +public class KnnVectorFieldExistsQuery extends Query { + + private final String field; + + /** Create a query that will match documents which have a value for the given {@code field}. */ + public KnnVectorFieldExistsQuery(String field) { + this.field = Objects.requireNonNull(field); + } + + public String getField() { + return field; + } + + @Override + public boolean equals(Object other) { + return sameClassAs(other) && field.equals(((KnnVectorFieldExistsQuery) other).field); + } + + @Override + public int hashCode() { + return 31 * classHash() + field.hashCode(); + } + + @Override + public String toString(String field) { + return "KnnVectorFieldExistsQuery [field=" + this.field + "]"; + } + + @Override + public void visit(QueryVisitor visitor) { + if (visitor.acceptField(field)) { + visitor.visitLeaf(this); + } + } + + @Override + public Weight createWeight(IndexSearcher searcher, ScoreMode scoreMode, float boost) { + return new ConstantScoreWeight(this, boost) { + @Override + public Scorer scorer(LeafReaderContext context) throws IOException { + DocIdSetIterator iterator = context.reader().getVectorValues(field); + if (iterator == null) { + return null; + } + return new ConstantScoreScorer(this, score(), scoreMode, iterator); + } + + @Override + public boolean isCacheable(LeafReaderContext ctx) { + return true; + } + }; + } +} diff --git a/lucene/core/src/java/org/apache/lucene/search/KnnVectorQuery.java b/lucene/core/src/java/org/apache/lucene/search/KnnVectorQuery.java index 4b2e7dd7e990..b0d5e8159db4 100644 --- a/lucene/core/src/java/org/apache/lucene/search/KnnVectorQuery.java +++ b/lucene/core/src/java/org/apache/lucene/search/KnnVectorQuery.java @@ -24,19 +24,36 @@ import java.util.Objects; import org.apache.lucene.codecs.KnnVectorsReader; import org.apache.lucene.document.KnnVectorField; +import org.apache.lucene.index.FieldInfo; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.LeafReaderContext; +import org.apache.lucene.index.VectorSimilarityFunction; +import org.apache.lucene.index.VectorValues; +import org.apache.lucene.util.BitSet; +import org.apache.lucene.util.BitSetIterator; import org.apache.lucene.util.Bits; +import org.apache.lucene.util.FixedBitSet; -/** Uses {@link KnnVectorsReader#search} to perform nearest neighbour search. */ +/** + * Uses {@link KnnVectorsReader#search} to perform nearest neighbour search. + * + *

    This query also allows for performing a kNN search subject to a filter. In this case, it first + * executes the filter for each leaf, then chooses a strategy dynamically: + * + *

      + *
    • If the filter cost is less than k, just execute an exact search + *
    • Otherwise run a kNN search subject to the filter + *
    • If the kNN search visits too many vectors without completing, stop and run an exact search + *
    + */ public class KnnVectorQuery extends Query { - private static final TopDocs NO_RESULTS = - new TopDocs(new TotalHits(0, TotalHits.Relation.EQUAL_TO), new ScoreDoc[0]); + private static final TopDocs NO_RESULTS = TopDocsCollector.EMPTY_TOPDOCS; private final String field; private final float[] target; private final int k; + private final Query filter; /** * Find the k nearest documents to the target vector according to the vectors in the @@ -48,19 +65,53 @@ public class KnnVectorQuery extends Query { * @throws IllegalArgumentException if k is less than 1 */ public KnnVectorQuery(String field, float[] target, int k) { + this(field, target, k, null); + } + + /** + * Find the k nearest documents to the target vector according to the vectors in the + * given field. target vector. + * + * @param field a field that has been indexed as a {@link KnnVectorField}. + * @param target the target of the search + * @param k the number of documents to find + * @param filter a filter applied before the vector search + * @throws IllegalArgumentException if k is less than 1 + */ + public KnnVectorQuery(String field, float[] target, int k, Query filter) { this.field = field; this.target = target; this.k = k; if (k < 1) { throw new IllegalArgumentException("k must be at least 1, got: " + k); } + this.filter = filter; } @Override public Query rewrite(IndexReader reader) throws IOException { TopDocs[] perLeafResults = new TopDocs[reader.leaves().size()]; + + BitSetCollector filterCollector = null; + if (filter != null) { + filterCollector = new BitSetCollector(reader.leaves().size()); + IndexSearcher indexSearcher = new IndexSearcher(reader); + BooleanQuery booleanQuery = + new BooleanQuery.Builder() + .add(filter, BooleanClause.Occur.FILTER) + .add(new KnnVectorFieldExistsQuery(field), BooleanClause.Occur.FILTER) + .build(); + indexSearcher.search(booleanQuery, filterCollector); + } + for (LeafReaderContext ctx : reader.leaves()) { - perLeafResults[ctx.ord] = searchLeaf(ctx, k); + TopDocs results = searchLeaf(ctx, filterCollector); + if (ctx.docBase > 0) { + for (ScoreDoc scoreDoc : results.scoreDocs) { + scoreDoc.doc += ctx.docBase; + } + } + perLeafResults[ctx.ord] = results; } // Merge sort the results TopDocs topK = TopDocs.merge(k, perLeafResults); @@ -70,18 +121,126 @@ public Query rewrite(IndexReader reader) throws IOException { return createRewrittenQuery(reader, topK); } - private TopDocs searchLeaf(LeafReaderContext ctx, int kPerLeaf) throws IOException { - Bits liveDocs = ctx.reader().getLiveDocs(); - TopDocs results = ctx.reader().searchNearestVectors(field, target, kPerLeaf, liveDocs); - if (results == null) { + private TopDocs searchLeaf(LeafReaderContext ctx, BitSetCollector filterCollector) + throws IOException { + + if (filterCollector == null) { + Bits acceptDocs = ctx.reader().getLiveDocs(); + return approximateSearch(ctx, acceptDocs, Integer.MAX_VALUE); + } else { + BitSetIterator filterIterator = filterCollector.getIterator(ctx.ord); + if (filterIterator == null || filterIterator.cost() == 0) { + return NO_RESULTS; + } + + if (filterIterator.cost() <= k) { + // If there are <= k possible matches, short-circuit and perform exact search, since HNSW + // must always visit at least k documents + return exactSearch(ctx, filterIterator); + } + + // Perform the approximate kNN search + Bits acceptDocs = + filterIterator.getBitSet(); // The filter iterator already incorporates live docs + int visitedLimit = (int) filterIterator.cost(); + TopDocs results = approximateSearch(ctx, acceptDocs, visitedLimit); + if (results.totalHits.relation == TotalHits.Relation.EQUAL_TO) { + return results; + } else { + // We stopped the kNN search because it visited too many nodes, so fall back to exact search + return exactSearch(ctx, filterIterator); + } + } + } + + private TopDocs approximateSearch(LeafReaderContext context, Bits acceptDocs, int visitedLimit) + throws IOException { + TopDocs results = + context.reader().searchNearestVectors(field, target, k, acceptDocs, visitedLimit); + return results != null ? results : NO_RESULTS; + } + + // We allow this to be overridden so that tests can check what search strategy is used + protected TopDocs exactSearch(LeafReaderContext context, DocIdSetIterator acceptIterator) + throws IOException { + FieldInfo fi = context.reader().getFieldInfos().fieldInfo(field); + if (fi == null || fi.getVectorDimension() == 0) { + // The field does not exist or does not index vectors return NO_RESULTS; } - if (ctx.docBase > 0) { - for (ScoreDoc scoreDoc : results.scoreDocs) { - scoreDoc.doc += ctx.docBase; + + VectorSimilarityFunction similarityFunction = fi.getVectorSimilarityFunction(); + VectorValues vectorValues = context.reader().getVectorValues(field); + + HitQueue queue = new HitQueue(k, true); + ScoreDoc topDoc = queue.top(); + int doc; + while ((doc = acceptIterator.nextDoc()) != DocIdSetIterator.NO_MORE_DOCS) { + int vectorDoc = vectorValues.advance(doc); + assert vectorDoc == doc; + float[] vector = vectorValues.vectorValue(); + + float score = similarityFunction.convertToScore(similarityFunction.compare(vector, target)); + if (score >= topDoc.score) { + topDoc.score = score; + topDoc.doc = doc; + topDoc = queue.updateTop(); } } - return results; + + // Remove any remaining sentinel values + while (queue.size() > 0 && queue.top().score < 0) { + queue.pop(); + } + + ScoreDoc[] topScoreDocs = new ScoreDoc[queue.size()]; + for (int i = topScoreDocs.length - 1; i >= 0; i--) { + topScoreDocs[i] = queue.pop(); + } + + TotalHits totalHits = new TotalHits(acceptIterator.cost(), TotalHits.Relation.EQUAL_TO); + return new TopDocs(totalHits, topScoreDocs); + } + + private static class BitSetCollector extends SimpleCollector { + + private final BitSet[] bitSets; + private final int[] cost; + private int ord; + + private BitSetCollector(int numLeaves) { + this.bitSets = new BitSet[numLeaves]; + this.cost = new int[bitSets.length]; + } + + /** + * Return an iterator whose {@link BitSet} contains the matching documents, and whose {@link + * BitSetIterator#cost()} is the exact cardinality. If the leaf was never visited, then return + * null. + */ + public BitSetIterator getIterator(int contextOrd) { + if (bitSets[contextOrd] == null) { + return null; + } + return new BitSetIterator(bitSets[contextOrd], cost[contextOrd]); + } + + @Override + public void collect(int doc) throws IOException { + bitSets[ord].set(doc); + cost[ord]++; + } + + @Override + protected void doSetNextReader(LeafReaderContext context) throws IOException { + bitSets[context.ord] = new FixedBitSet(context.reader().maxDoc()); + ord = context.ord; + } + + @Override + public org.apache.lucene.search.ScoreMode scoreMode() { + return org.apache.lucene.search.ScoreMode.COMPLETE_NO_SCORES; + } } private Query createRewrittenQuery(IndexReader reader, TopDocs topK) { diff --git a/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphBuilder.java b/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphBuilder.java index cc74d01bb531..381ac4db2a27 100644 --- a/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphBuilder.java +++ b/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphBuilder.java @@ -151,13 +151,12 @@ void addGraphNode(int node, float[] value) throws IOException { // for levels > nodeLevel search with topk = 1 for (int level = curMaxLevel; level > nodeLevel; level--) { - candidates = graphSearcher.searchLevel(value, 1, level, eps, vectorValues, hnsw, null); + candidates = graphSearcher.searchLevel(value, 1, level, eps, vectorValues, hnsw); eps = new int[] {candidates.pop()}; } // for levels <= nodeLevel search with topk = beamWidth, and add connections for (int level = Math.min(nodeLevel, curMaxLevel); level >= 0; level--) { - candidates = - graphSearcher.searchLevel(value, beamWidth, level, eps, vectorValues, hnsw, null); + candidates = graphSearcher.searchLevel(value, beamWidth, level, eps, vectorValues, hnsw); eps = candidates.nodes(); hnsw.addNode(level, node); addDiverseNeighbors(level, node, candidates); diff --git a/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphSearcher.java b/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphSearcher.java index 23806a8d5d9c..69a2b74e6f54 100644 --- a/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphSearcher.java +++ b/lucene/core/src/java/org/apache/lucene/util/hnsw/HnswGraphSearcher.java @@ -65,6 +65,7 @@ public final class HnswGraphSearcher { * graph. * @param acceptOrds {@link Bits} that represents the allowed document ordinals to match, or * {@code null} if they are all allowed to match. + * @param visitedLimit the maximum number of nodes that the search is allowed to visit * @return a priority queue holding the closest neighbors found */ public static NeighborQueue search( @@ -73,7 +74,8 @@ public static NeighborQueue search( RandomAccessVectorValues vectors, VectorSimilarityFunction similarityFunction, HnswGraph graph, - Bits acceptOrds) + Bits acceptOrds, + int visitedLimit) throws IOException { HnswGraphSearcher graphSearcher = new HnswGraphSearcher( @@ -82,16 +84,25 @@ public static NeighborQueue search( new SparseFixedBitSet(vectors.size())); NeighborQueue results; int[] eps = new int[] {graph.entryNode()}; + int numVisited = 0; for (int level = graph.numLevels() - 1; level >= 1; level--) { - results = graphSearcher.searchLevel(query, 1, level, eps, vectors, graph, null); + results = graphSearcher.searchLevel(query, 1, level, eps, vectors, graph, null, visitedLimit); eps[0] = results.pop(); + + numVisited += results.visitedCount(); + visitedLimit -= results.visitedCount(); } - results = graphSearcher.searchLevel(query, topK, 0, eps, vectors, graph, acceptOrds); + results = + graphSearcher.searchLevel(query, topK, 0, eps, vectors, graph, acceptOrds, visitedLimit); + results.setVisitedCount(results.visitedCount() + numVisited); return results; } /** - * Searches for the nearest neighbors of a query vector in a given level + * Searches for the nearest neighbors of a query vector in a given level. + * + *

    If the search stops early because it reaches the visited nodes limit, then the results will + * be marked incomplete through {@link NeighborQueue#incomplete()}. * * @param query search query vector * @param topK the number of nearest to query results to return @@ -99,23 +110,34 @@ public static NeighborQueue search( * @param eps the entry points for search at this level expressed as level 0th ordinals * @param vectors vector values * @param graph the graph values - * @param acceptOrds {@link Bits} that represents the allowed document ordinals to match, or - * {@code null} if they are all allowed to match. * @return a priority queue holding the closest neighbors found */ NeighborQueue searchLevel( + float[] query, + int topK, + int level, + final int[] eps, + RandomAccessVectorValues vectors, + HnswGraph graph) + throws IOException { + return searchLevel(query, topK, level, eps, vectors, graph, null, Integer.MAX_VALUE); + } + + private NeighborQueue searchLevel( float[] query, int topK, int level, final int[] eps, RandomAccessVectorValues vectors, HnswGraph graph, - Bits acceptOrds) + Bits acceptOrds, + int visitedLimit) throws IOException { int size = graph.size(); NeighborQueue results = new NeighborQueue(topK, similarityFunction.reversed); clearScratchState(); + int numVisited = 0; for (int ep : eps) { if (visited.getAndSet(ep) == false) { float score = similarityFunction.compare(query, vectors.vectorValue(ep)); @@ -123,6 +145,7 @@ NeighborQueue searchLevel( if (acceptOrds == null || acceptOrds.get(ep)) { results.add(ep, score); } + numVisited++; } } @@ -138,6 +161,12 @@ NeighborQueue searchLevel( if (bound.check(topCandidateScore)) { break; } + + if (numVisited >= visitedLimit) { + results.markIncomplete(); + break; + } + int topCandidateNode = candidates.pop(); graph.seek(level, topCandidateNode); int friendOrd; @@ -148,6 +177,7 @@ NeighborQueue searchLevel( } float score = similarityFunction.compare(query, vectors.vectorValue(friendOrd)); + numVisited++; if (bound.check(score) == false) { candidates.add(friendOrd, score); if (acceptOrds == null || acceptOrds.get(friendOrd)) { @@ -161,7 +191,7 @@ NeighborQueue searchLevel( while (results.size() > topK) { results.pop(); } - results.setVisitedCount(visited.approximateCardinality()); + results.setVisitedCount(numVisited); return results; } diff --git a/lucene/core/src/java/org/apache/lucene/util/hnsw/NeighborQueue.java b/lucene/core/src/java/org/apache/lucene/util/hnsw/NeighborQueue.java index e06d120cf457..2d18cbb99ca4 100644 --- a/lucene/core/src/java/org/apache/lucene/util/hnsw/NeighborQueue.java +++ b/lucene/core/src/java/org/apache/lucene/util/hnsw/NeighborQueue.java @@ -53,6 +53,8 @@ long apply(long v) { // Used to track the number of neighbors visited during a single graph traversal private int visitedCount; + // Whether the search stopped early because it reached the visited nodes limit + private boolean incomplete; public NeighborQueue(int initialSize, boolean reversed) { this.heap = new LongHeap(initialSize); @@ -128,6 +130,14 @@ public void setVisitedCount(int visitedCount) { this.visitedCount = visitedCount; } + public boolean incomplete() { + return incomplete; + } + + public void markIncomplete() { + this.incomplete = true; + } + @Override public String toString() { return "Neighbors[" + heap.size() + "]"; diff --git a/lucene/core/src/test/org/apache/lucene/codecs/perfield/TestPerFieldKnnVectorsFormat.java b/lucene/core/src/test/org/apache/lucene/codecs/perfield/TestPerFieldKnnVectorsFormat.java index e8a46f9374fd..6468be56be5e 100644 --- a/lucene/core/src/test/org/apache/lucene/codecs/perfield/TestPerFieldKnnVectorsFormat.java +++ b/lucene/core/src/test/org/apache/lucene/codecs/perfield/TestPerFieldKnnVectorsFormat.java @@ -104,11 +104,13 @@ public KnnVectorsFormat getKnnVectorsFormatForField(String field) { try (IndexReader ireader = DirectoryReader.open(directory)) { LeafReader reader = ireader.leaves().get(0).reader(); TopDocs hits1 = - reader.searchNearestVectors("field1", new float[] {1, 2, 3}, 10, reader.getLiveDocs()); + reader.searchNearestVectors( + "field1", new float[] {1, 2, 3}, 10, reader.getLiveDocs(), Integer.MAX_VALUE); assertEquals(1, hits1.scoreDocs.length); TopDocs hits2 = - reader.searchNearestVectors("field2", new float[] {1, 2, 3}, 10, reader.getLiveDocs()); + reader.searchNearestVectors( + "field2", new float[] {1, 2, 3}, 10, reader.getLiveDocs(), Integer.MAX_VALUE); assertEquals(1, hits2.scoreDocs.length); } } diff --git a/lucene/core/src/test/org/apache/lucene/index/TestKnnGraph.java b/lucene/core/src/test/org/apache/lucene/index/TestKnnGraph.java index 640b1b6d57bf..471b83ed0a14 100644 --- a/lucene/core/src/test/org/apache/lucene/index/TestKnnGraph.java +++ b/lucene/core/src/test/org/apache/lucene/index/TestKnnGraph.java @@ -397,7 +397,9 @@ private static TopDocs doKnnSearch(IndexReader reader, float[] vector, int k) th TopDocs[] results = new TopDocs[reader.leaves().size()]; for (LeafReaderContext ctx : reader.leaves()) { Bits liveDocs = ctx.reader().getLiveDocs(); - results[ctx.ord] = ctx.reader().searchNearestVectors(KNN_GRAPH_FIELD, vector, k, liveDocs); + results[ctx.ord] = + ctx.reader() + .searchNearestVectors(KNN_GRAPH_FIELD, vector, k, liveDocs, Integer.MAX_VALUE); if (ctx.docBase > 0) { for (ScoreDoc doc : results[ctx.ord].scoreDocs) { doc.doc += ctx.docBase; diff --git a/lucene/core/src/test/org/apache/lucene/index/TestSegmentToThreadMapping.java b/lucene/core/src/test/org/apache/lucene/index/TestSegmentToThreadMapping.java index 564c70bdb413..8eaee902c0ee 100644 --- a/lucene/core/src/test/org/apache/lucene/index/TestSegmentToThreadMapping.java +++ b/lucene/core/src/test/org/apache/lucene/index/TestSegmentToThreadMapping.java @@ -112,7 +112,8 @@ public VectorValues getVectorValues(String field) { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { return null; } diff --git a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java new file mode 100644 index 000000000000..cdfae67b3451 --- /dev/null +++ b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java @@ -0,0 +1,140 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * 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 + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.lucene.search; + +import java.io.IOException; +import org.apache.lucene.document.Document; +import org.apache.lucene.document.Field.Store; +import org.apache.lucene.document.KnnVectorField; +import org.apache.lucene.document.StringField; +import org.apache.lucene.index.IndexReader; +import org.apache.lucene.index.Term; +import org.apache.lucene.store.Directory; +import org.apache.lucene.tests.index.RandomIndexWriter; +import org.apache.lucene.tests.util.LuceneTestCase; +import org.apache.lucene.util.VectorUtil; + +public class TestKnnVectorFieldExistsQuery extends LuceneTestCase { + + public void testRandom() throws IOException { + int iters = atLeast(10); + for (int iter = 0; iter < iters; ++iter) { + try (Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { + int numDocs = atLeast(100); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + boolean hasValue = random().nextBoolean(); + if (hasValue) { + doc.add(new KnnVectorField("vector", randomVector(5))); + doc.add(new StringField("has_value", "yes", Store.NO)); + } + doc.add(new StringField("field", "value", Store.NO)); + iw.addDocument(doc); + } + if (random().nextBoolean()) { + iw.deleteDocuments(new TermQuery(new Term("f", "no"))); + } + iw.commit(); + + try (IndexReader reader = iw.getReader()) { + IndexSearcher searcher = newSearcher(reader); + + assertSameMatches( + searcher, + new TermQuery(new Term("has_value", "yes")), + new KnnVectorFieldExistsQuery("vector"), + false); + + float boost = random().nextFloat() * 10; + assertSameMatches( + searcher, + new BoostQuery( + new ConstantScoreQuery(new TermQuery(new Term("has_value", "yes"))), boost), + new BoostQuery(new KnnVectorFieldExistsQuery("vector"), boost), + true); + } + } + } + } + + public void testMissingField() throws IOException { + try (Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { + iw.addDocument(new Document()); + iw.commit(); + try (IndexReader reader = iw.getReader()) { + IndexSearcher searcher = newSearcher(reader); + assertEquals(0, searcher.count(new KnnVectorFieldExistsQuery("f"))); + } + } + } + + public void testAllDocsHaveField() throws IOException { + try (Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { + Document doc = new Document(); + doc.add(new KnnVectorField("vector", randomVector(3))); + iw.addDocument(doc); + iw.commit(); + try (IndexReader reader = iw.getReader()) { + IndexSearcher searcher = newSearcher(reader); + assertEquals(1, searcher.count(new KnnVectorFieldExistsQuery("vector"))); + } + } + } + + public void testFieldExistsButNoDocsHaveField() throws IOException { + try (Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { + // 1st segment has the field, but 2nd one does not + Document doc = new Document(); + doc.add(new KnnVectorField("vector", randomVector(3))); + iw.addDocument(doc); + iw.commit(); + iw.addDocument(new Document()); + iw.commit(); + try (IndexReader reader = iw.getReader()) { + IndexSearcher searcher = newSearcher(reader); + assertEquals(1, searcher.count(new KnnVectorFieldExistsQuery("vector"))); + } + } + } + + private float[] randomVector(int dim) { + float[] v = new float[dim]; + for (int i = 0; i < dim; i++) { + v[i] = random().nextFloat(); + } + VectorUtil.l2normalize(v); + return v; + } + + private void assertSameMatches(IndexSearcher searcher, Query q1, Query q2, boolean scores) + throws IOException { + final int maxDoc = searcher.getIndexReader().maxDoc(); + final TopDocs td1 = searcher.search(q1, maxDoc, scores ? Sort.RELEVANCE : Sort.INDEXORDER); + final TopDocs td2 = searcher.search(q2, maxDoc, scores ? Sort.RELEVANCE : Sort.INDEXORDER); + assertEquals(td1.totalHits.value, td2.totalHits.value); + for (int i = 0; i < td1.scoreDocs.length; ++i) { + assertEquals(td1.scoreDocs[i].doc, td2.scoreDocs[i].doc); + if (scores) { + assertEquals(td1.scoreDocs[i].score, td2.scoreDocs[i].score, 10e-7); + } + } + } +} diff --git a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java index cde24ee545a4..c0d327aa6ea3 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java @@ -27,7 +27,9 @@ import java.util.Set; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field; +import org.apache.lucene.document.IntPoint; import org.apache.lucene.document.KnnVectorField; +import org.apache.lucene.document.NumericDocValuesField; import org.apache.lucene.document.StringField; import org.apache.lucene.index.DirectoryReader; import org.apache.lucene.index.FilterDirectoryReader; @@ -36,6 +38,7 @@ import org.apache.lucene.index.IndexWriter; import org.apache.lucene.index.IndexWriterConfig; import org.apache.lucene.index.LeafReader; +import org.apache.lucene.index.LeafReaderContext; import org.apache.lucene.index.Term; import org.apache.lucene.index.VectorSimilarityFunction; import org.apache.lucene.store.Directory; @@ -91,7 +94,7 @@ public void testFindAll() throws IOException { IndexReader reader = DirectoryReader.open(indexStore)) { IndexSearcher searcher = newSearcher(reader); KnnVectorQuery kvq = new KnnVectorQuery("field", new float[] {0, 0}, 10); - assertMatches(searcher, kvq, reader.numDocs()); + assertMatches(searcher, kvq, 3); TopDocs topDocs = searcher.search(kvq, 3); assertEquals(2, topDocs.scoreDocs[0].doc); assertEquals(0, topDocs.scoreDocs[1].doc); @@ -99,6 +102,33 @@ public void testFindAll() throws IOException { } } + /** Tests that a KnnVectorQuery applies the filter query */ + public void testSimpleFilter() throws IOException { + try (Directory indexStore = + getIndexStore("field", new float[] {0, 1}, new float[] {1, 2}, new float[] {0, 0}); + IndexReader reader = DirectoryReader.open(indexStore)) { + IndexSearcher searcher = newSearcher(reader); + Query filter = new TermQuery(new Term("id", "id2")); + Query kvq = new KnnVectorQuery("field", new float[] {0, 0}, 10, filter); + TopDocs topDocs = searcher.search(kvq, 3); + assertEquals(1, topDocs.totalHits.value); + assertEquals(2, topDocs.scoreDocs[0].doc); + } + } + + public void testFilterWithNoVectorMatches() throws IOException { + try (Directory indexStore = + getIndexStore("field", new float[] {0, 1}, new float[] {1, 2}, new float[] {0, 0}); + IndexReader reader = DirectoryReader.open(indexStore)) { + IndexSearcher searcher = newSearcher(reader); + + Query filter = new TermQuery(new Term("other", "value")); + Query kvq = new KnnVectorQuery("field", new float[] {0, 0}, 10, filter); + TopDocs topDocs = searcher.search(kvq, 3); + assertEquals(0, topDocs.totalHits.value); + } + } + /** testDimensionMismatch */ public void testDimensionMismatch() throws IOException { try (Directory indexStore = @@ -455,6 +485,78 @@ public void testRandom() throws IOException { } } + /** Tests with random vectors and a random filter. Uses RandomIndexWriter. */ + public void testRandomWithFilter() throws IOException { + int numDocs = 200; + int dimension = atLeast(5); + int numIters = atLeast(10); + try (Directory d = newDirectory()) { + RandomIndexWriter w = new RandomIndexWriter(random(), d); + for (int i = 0; i < numDocs; i++) { + Document doc = new Document(); + doc.add(new KnnVectorField("field", randomVector(dimension))); + doc.add(new NumericDocValuesField("tag", i)); + doc.add(new IntPoint("tag", i)); + w.addDocument(doc); + } + w.forceMerge(1); + w.close(); + + try (DirectoryReader reader = DirectoryReader.open(d)) { + IndexSearcher searcher = newSearcher(reader); + for (int i = 0; i < numIters; i++) { + int lower = random().nextInt(50); + + // Test a filter with cost less than k and check we use exact search + Query filter1 = IntPoint.newRangeQuery("tag", lower, lower + 8); + TopDocs results = + searcher.search( + new KnnVectorQuery("field", randomVector(dimension), 10, filter1), numDocs); + assertEquals(9, results.totalHits.value); + assertEquals(results.totalHits.value, results.scoreDocs.length); + expectThrows( + UnsupportedOperationException.class, + () -> + searcher.search( + new ThrowingKnnVectorQuery("field", randomVector(dimension), 10, filter1), + numDocs)); + + // Test a restrictive filter and check we use exact search + Query filter2 = IntPoint.newRangeQuery("tag", lower, lower + 6); + results = + searcher.search( + new KnnVectorQuery("field", randomVector(dimension), 5, filter2), numDocs); + assertEquals(5, results.totalHits.value); + assertEquals(results.totalHits.value, results.scoreDocs.length); + expectThrows( + UnsupportedOperationException.class, + () -> + searcher.search( + new ThrowingKnnVectorQuery("field", randomVector(dimension), 5, filter2), + numDocs)); + + // Test an unrestrictive filter and check we use approximate search + Query filter3 = IntPoint.newRangeQuery("tag", lower, lower + 150); + results = + searcher.search( + new ThrowingKnnVectorQuery("field", randomVector(dimension), 5, filter3), + numDocs, + new Sort(new SortField("tag", SortField.Type.INT))); + assertEquals(5, results.totalHits.value); + assertEquals(results.totalHits.value, results.scoreDocs.length); + + for (ScoreDoc scoreDoc : results.scoreDocs) { + FieldDoc fieldDoc = (FieldDoc) scoreDoc; + assertEquals(1, fieldDoc.fields.length); + + int tag = (int) fieldDoc.fields[0]; + assertTrue(lower <= tag && tag <= lower + 150); + } + } + } + } + } + public void testDeletes() throws IOException { try (Directory dir = newDirectory(); IndexWriter w = new IndexWriter(dir, newIndexWriterConfig())) { @@ -550,6 +652,7 @@ public void testNoLiveDocsReader() throws IOException { } } + /** Creates a new directory and adds documents with the given vectors as kNN vector fields */ private Directory getIndexStore(String field, float[]... contents) throws IOException { Directory indexStore = newDirectory(); RandomIndexWriter writer = new RandomIndexWriter(random(), indexStore); @@ -559,6 +662,13 @@ private Directory getIndexStore(String field, float[]... contents) throws IOExce doc.add(new StringField("id", "id" + i, Field.Store.NO)); writer.addDocument(doc); } + // Add some documents without a vector + for (int i = 0; i < 5; i++) { + Document doc = new Document(); + doc.add(new StringField("other", "value", Field.Store.NO)); + writer.addDocument(doc); + } + writer.close(); return indexStore; } @@ -569,6 +679,23 @@ private void assertMatches(IndexSearcher searcher, Query q, int expectedMatches) assertEquals(expectedMatches, result.length); } + /** + * A version of {@link KnnVectorQuery} that throws an error when an exact search is run. This + * allows us to check what search strategy is being used. + */ + private static class ThrowingKnnVectorQuery extends KnnVectorQuery { + + public ThrowingKnnVectorQuery(String field, float[] target, int k, Query filter) { + super(field, target, k, filter); + } + + @Override + protected TopDocs exactSearch(LeafReaderContext context, DocIdSetIterator acceptIterator) + throws IOException { + throw new UnsupportedOperationException("exact search is not supported"); + } + } + private static class NoLiveDocsDirectoryReader extends FilterDirectoryReader { private NoLiveDocsDirectoryReader(DirectoryReader in) throws IOException { diff --git a/lucene/core/src/test/org/apache/lucene/util/hnsw/KnnGraphTester.java b/lucene/core/src/test/org/apache/lucene/util/hnsw/KnnGraphTester.java index 3a30724d5276..822ef78197c3 100644 --- a/lucene/core/src/test/org/apache/lucene/util/hnsw/KnnGraphTester.java +++ b/lucene/core/src/test/org/apache/lucene/util/hnsw/KnnGraphTester.java @@ -435,7 +435,8 @@ private static TopDocs doKnnSearch( TopDocs[] results = new TopDocs[reader.leaves().size()]; for (LeafReaderContext ctx : reader.leaves()) { Bits liveDocs = ctx.reader().getLiveDocs(); - results[ctx.ord] = ctx.reader().searchNearestVectors(field, vector, k + fanout, liveDocs); + results[ctx.ord] = + ctx.reader().searchNearestVectors(field, vector, k + fanout, liveDocs, Integer.MAX_VALUE); int docBase = ctx.docBase; for (ScoreDoc scoreDoc : results[ctx.ord].scoreDocs) { scoreDoc.doc += docBase; diff --git a/lucene/core/src/test/org/apache/lucene/util/hnsw/TestHnswGraph.java b/lucene/core/src/test/org/apache/lucene/util/hnsw/TestHnswGraph.java index ff1e3e22167a..58b636f1ca62 100644 --- a/lucene/core/src/test/org/apache/lucene/util/hnsw/TestHnswGraph.java +++ b/lucene/core/src/test/org/apache/lucene/util/hnsw/TestHnswGraph.java @@ -45,6 +45,7 @@ import org.apache.lucene.store.Directory; import org.apache.lucene.tests.util.LuceneTestCase; import org.apache.lucene.util.ArrayUtil; +import org.apache.lucene.util.BitSet; import org.apache.lucene.util.Bits; import org.apache.lucene.util.BytesRef; import org.apache.lucene.util.FixedBitSet; @@ -167,7 +168,8 @@ public void testAknnDiverse() throws IOException { vectors.randomAccess(), VectorSimilarityFunction.DOT_PRODUCT, hnsw, - null); + null, + Integer.MAX_VALUE); int[] nodes = nn.nodes(); assertTrue("Number of found results is not equal to [10].", nodes.length == 10); @@ -206,7 +208,8 @@ public void testSearchWithAcceptOrds() throws IOException { vectors.randomAccess(), VectorSimilarityFunction.DOT_PRODUCT, hnsw, - acceptOrds); + acceptOrds, + Integer.MAX_VALUE); int[] nodes = nn.nodes(); assertTrue("Number of found results is not equal to [10].", nodes.length == 10); int sum = 0; @@ -219,6 +222,38 @@ public void testSearchWithAcceptOrds() throws IOException { assertTrue("sum(result docs)=" + sum, sum < 75); } + public void testSearchWithSelectiveAcceptOrds() throws IOException { + int nDoc = 100; + int maxConn = 16; + CircularVectorValues vectors = new CircularVectorValues(nDoc); + HnswGraphBuilder builder = + new HnswGraphBuilder( + vectors, VectorSimilarityFunction.DOT_PRODUCT, maxConn, 100, random().nextInt()); + OnHeapHnswGraph hnsw = builder.build(vectors); + // Only mark a few vectors as accepted + BitSet acceptOrds = new FixedBitSet(vectors.size); + for (int i = 0; i < vectors.size; i += random().nextInt(15, 20)) { + acceptOrds.set(i); + } + + // Check the search finds all accepted vectors + int numAccepted = acceptOrds.cardinality(); + NeighborQueue nn = + HnswGraphSearcher.search( + new float[] {1, 0}, + numAccepted, + vectors.randomAccess(), + VectorSimilarityFunction.DOT_PRODUCT, + hnsw, + acceptOrds, + Integer.MAX_VALUE); + int[] nodes = nn.nodes(); + assertEquals(numAccepted, nodes.length); + for (int node : nodes) { + assertTrue("the results include a deleted document: " + node, acceptOrds.get(node)); + } + } + public void testSearchWithSkewedAcceptOrds() throws IOException { int nDoc = 1000; CircularVectorValues vectors = new CircularVectorValues(nDoc); @@ -239,7 +274,8 @@ public void testSearchWithSkewedAcceptOrds() throws IOException { vectors.randomAccess(), VectorSimilarityFunction.EUCLIDEAN, hnsw, - acceptOrds); + acceptOrds, + Integer.MAX_VALUE); int[] nodes = nn.nodes(); assertTrue("Number of found results is not equal to [10].", nodes.length == 10); int sum = 0; @@ -252,6 +288,31 @@ public void testSearchWithSkewedAcceptOrds() throws IOException { assertTrue("sum(result docs)=" + sum, sum < 5100); } + public void testVisitedLimit() throws IOException { + int nDoc = 500; + int maxConn = 16; + CircularVectorValues vectors = new CircularVectorValues(nDoc); + HnswGraphBuilder builder = + new HnswGraphBuilder( + vectors, VectorSimilarityFunction.DOT_PRODUCT, maxConn, 100, random().nextInt()); + OnHeapHnswGraph hnsw = builder.build(vectors); + + int topK = 50; + int visitedLimit = topK + random().nextInt(5); + NeighborQueue nn = + HnswGraphSearcher.search( + new float[] {1, 0}, + topK, + vectors.randomAccess(), + VectorSimilarityFunction.DOT_PRODUCT, + hnsw, + createRandomAcceptOrds(0, vectors.size), + visitedLimit); + assertTrue(nn.incomplete()); + // The visited count shouldn't be much over the limit + assertTrue(nn.visitedCount() < visitedLimit + 3); + } + public void testBoundsCheckerMax() { BoundsChecker max = BoundsChecker.create(false); float f = random().nextFloat() - 0.5f; @@ -382,7 +443,8 @@ public void testRandom() throws IOException { for (int i = 0; i < 100; i++) { float[] query = randomVector(random(), dim); NeighborQueue actual = - HnswGraphSearcher.search(query, 100, vectors, similarityFunction, hnsw, acceptOrds); + HnswGraphSearcher.search( + query, 100, vectors, similarityFunction, hnsw, acceptOrds, Integer.MAX_VALUE); while (actual.size() > topK) { actual.pop(); } diff --git a/lucene/highlighter/src/java/org/apache/lucene/search/highlight/TermVectorLeafReader.java b/lucene/highlighter/src/java/org/apache/lucene/search/highlight/TermVectorLeafReader.java index 39ad8a8a9924..ee6a44909677 100644 --- a/lucene/highlighter/src/java/org/apache/lucene/search/highlight/TermVectorLeafReader.java +++ b/lucene/highlighter/src/java/org/apache/lucene/search/highlight/TermVectorLeafReader.java @@ -161,7 +161,8 @@ public VectorValues getVectorValues(String fieldName) { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { return null; } diff --git a/lucene/memory/src/java/org/apache/lucene/index/memory/MemoryIndex.java b/lucene/memory/src/java/org/apache/lucene/index/memory/MemoryIndex.java index 71c408d9b8cb..aab86f60da75 100644 --- a/lucene/memory/src/java/org/apache/lucene/index/memory/MemoryIndex.java +++ b/lucene/memory/src/java/org/apache/lucene/index/memory/MemoryIndex.java @@ -1351,7 +1351,8 @@ public VectorValues getVectorValues(String fieldName) { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { return null; } diff --git a/lucene/test-framework/src/java/org/apache/lucene/tests/codecs/asserting/AssertingKnnVectorsFormat.java b/lucene/test-framework/src/java/org/apache/lucene/tests/codecs/asserting/AssertingKnnVectorsFormat.java index a4a60db101b7..68267e889cab 100644 --- a/lucene/test-framework/src/java/org/apache/lucene/tests/codecs/asserting/AssertingKnnVectorsFormat.java +++ b/lucene/test-framework/src/java/org/apache/lucene/tests/codecs/asserting/AssertingKnnVectorsFormat.java @@ -114,10 +114,11 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs search(String field, float[] target, int k, Bits acceptDocs) throws IOException { + public TopDocs search(String field, float[] target, int k, Bits acceptDocs, int visitedLimit) + throws IOException { FieldInfo fi = fis.fieldInfo(field); assert fi != null && fi.getVectorDimension() > 0; - TopDocs hits = delegate.search(field, target, k, acceptDocs); + TopDocs hits = delegate.search(field, target, k, acceptDocs, visitedLimit); assert hits != null; assert hits.scoreDocs.length <= k; return hits; diff --git a/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java b/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java index 72e6ebb7b20f..052679b3e789 100644 --- a/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java +++ b/lucene/test-framework/src/java/org/apache/lucene/tests/index/BaseKnnVectorsFormatTestCase.java @@ -563,7 +563,8 @@ public void testDeleteAllVectorDocs() throws Exception { // assert that knn search doesn't fail on a field with all deleted docs TopDocs results = - leafReader.searchNearestVectors("v", randomVector(3), 1, leafReader.getLiveDocs()); + leafReader.searchNearestVectors( + "v", randomVector(3), 1, leafReader.getLiveDocs(), Integer.MAX_VALUE); assertEquals(0, results.scoreDocs.length); } } @@ -887,7 +888,9 @@ public void testRandomWithUpdatesAndGraph() throws Exception { k = numLiveDocsWithVectors; } TopDocs results = - ctx.reader().searchNearestVectors(fieldName, randomVector(dimension), k, liveDocs); + ctx.reader() + .searchNearestVectors( + fieldName, randomVector(dimension), k, liveDocs, Integer.MAX_VALUE); assertEquals(Math.min(k, size), results.scoreDocs.length); for (int i = 0; i < k - 1; i++) { assertTrue(results.scoreDocs[i].score >= results.scoreDocs[i + 1].score); diff --git a/lucene/test-framework/src/java/org/apache/lucene/tests/index/MergeReaderWrapper.java b/lucene/test-framework/src/java/org/apache/lucene/tests/index/MergeReaderWrapper.java index c6da7475f809..36134697e350 100644 --- a/lucene/test-framework/src/java/org/apache/lucene/tests/index/MergeReaderWrapper.java +++ b/lucene/test-framework/src/java/org/apache/lucene/tests/index/MergeReaderWrapper.java @@ -223,9 +223,9 @@ public VectorValues getVectorValues(String fieldName) throws IOException { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) - throws IOException { - return in.searchNearestVectors(field, target, k, acceptDocs); + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) throws IOException { + return in.searchNearestVectors(field, target, k, acceptDocs, visitedLimit); } @Override diff --git a/lucene/test-framework/src/java/org/apache/lucene/tests/search/QueryUtils.java b/lucene/test-framework/src/java/org/apache/lucene/tests/search/QueryUtils.java index e5465ed64354..1abade26ea54 100644 --- a/lucene/test-framework/src/java/org/apache/lucene/tests/search/QueryUtils.java +++ b/lucene/test-framework/src/java/org/apache/lucene/tests/search/QueryUtils.java @@ -228,7 +228,8 @@ public VectorValues getVectorValues(String field) throws IOException { } @Override - public TopDocs searchNearestVectors(String field, float[] target, int k, Bits acceptDocs) { + public TopDocs searchNearestVectors( + String field, float[] target, int k, Bits acceptDocs, int visitedLimit) { return null; } From cdb74e155a6adbdbe6f12914bc8c5864fc8a05d5 Mon Sep 17 00:00:00 2001 From: Julie Tibshirani Date: Thu, 17 Feb 2022 14:50:01 -0800 Subject: [PATCH 07/14] Temporarily mute TestKnnVectorQuery#testRandomWithFilter --- .../src/test/org/apache/lucene/search/TestKnnVectorQuery.java | 1 + 1 file changed, 1 insertion(+) diff --git a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java index c0d327aa6ea3..aa576b8d2a14 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java @@ -486,6 +486,7 @@ public void testRandom() throws IOException { } /** Tests with random vectors and a random filter. Uses RandomIndexWriter. */ + @AwaitsFix(bugUrl = "https://issues.apache.org/jira/browse/LUCENE-10408") public void testRandomWithFilter() throws IOException { int numDocs = 200; int dimension = atLeast(5); From f0d17e94d98730bbe94904321e186c75cb8d845b Mon Sep 17 00:00:00 2001 From: Julie Tibshirani Date: Fri, 18 Feb 2022 11:36:22 -0800 Subject: [PATCH 08/14] LUCENE-10408: Fix vector values iteration bug (#690) Now that there is special logic to handle the dense case, we need to adjust some assertions in VectorValues#advance. --- .../lucene91/Lucene91HnswVectorsReader.java | 7 ++-- .../search/TestKnnVectorFieldExistsQuery.java | 35 +++++++++++++++++++ .../lucene/search/TestKnnVectorQuery.java | 1 - 3 files changed, 38 insertions(+), 5 deletions(-) diff --git a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java index d6f4c04cc7ac..014414882e76 100644 --- a/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java +++ b/lucene/core/src/java/org/apache/lucene/codecs/lucene91/Lucene91HnswVectorsReader.java @@ -475,11 +475,10 @@ public int advance(int target) { } } - assert ord <= size; - if (ord == size) { - doc = NO_MORE_DOCS; - } else { + if (ord < size) { doc = ordToDocOperator.applyAsInt(ord); + } else { + doc = NO_MORE_DOCS; } return doc; } diff --git a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java index cdfae67b3451..3444ecab1193 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorFieldExistsQuery.java @@ -23,6 +23,7 @@ import org.apache.lucene.document.StringField; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.Term; +import org.apache.lucene.search.BooleanClause.Occur; import org.apache.lucene.store.Directory; import org.apache.lucene.tests.index.RandomIndexWriter; import org.apache.lucene.tests.util.LuceneTestCase; @@ -98,6 +99,40 @@ public void testAllDocsHaveField() throws IOException { } } + public void testConjunction() throws IOException { + try (Directory dir = newDirectory(); + RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { + int numDocs = atLeast(100); + int numVectors = 0; + + boolean allDocsHaveVector = random().nextBoolean(); + for (int i = 0; i < numDocs; ++i) { + Document doc = new Document(); + if (allDocsHaveVector || random().nextBoolean()) { + doc.add(new KnnVectorField("vector", randomVector(5))); + numVectors++; + } + doc.add(new StringField("field", "value" + (i % 2), Store.NO)); + iw.addDocument(doc); + } + try (IndexReader reader = iw.getReader()) { + IndexSearcher searcher = newSearcher(reader); + Occur occur = random().nextBoolean() ? Occur.MUST : Occur.FILTER; + BooleanQuery booleanQuery = + new BooleanQuery.Builder() + .add(new TermQuery(new Term("field", "value1")), occur) + .add(new KnnVectorFieldExistsQuery("vector"), Occur.FILTER) + .build(); + + int count = searcher.count(booleanQuery); + assertTrue(count <= numVectors); + if (allDocsHaveVector) { + assertEquals(numDocs / 2, count); + } + } + } + } + public void testFieldExistsButNoDocsHaveField() throws IOException { try (Directory dir = newDirectory(); RandomIndexWriter iw = new RandomIndexWriter(random(), dir)) { diff --git a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java index aa576b8d2a14..c0d327aa6ea3 100644 --- a/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java +++ b/lucene/core/src/test/org/apache/lucene/search/TestKnnVectorQuery.java @@ -486,7 +486,6 @@ public void testRandom() throws IOException { } /** Tests with random vectors and a random filter. Uses RandomIndexWriter. */ - @AwaitsFix(bugUrl = "https://issues.apache.org/jira/browse/LUCENE-10408") public void testRandomWithFilter() throws IOException { int numDocs = 200; int dimension = atLeast(5); From 58fa95deeac6ae00f1a3d4456e9c6ff2164312a6 Mon Sep 17 00:00:00 2001 From: Tomoko Uchida Date: Sun, 20 Feb 2022 16:16:56 +0900 Subject: [PATCH 09/14] LUCENE-10400: revise binary dictionaries' constructor in nori (#693) --- lucene/CHANGES.txt | 2 +- .../analysis/ko/dict/BinaryDictionary.java | 136 +++++------------- .../analysis/ko/dict/CharacterDefinition.java | 19 +-- .../analysis/ko/dict/ConnectionCosts.java | 39 ++++- .../analysis/ko/dict/TokenInfoDictionary.java | 62 +++++++- .../analysis/ko/dict/UnknownDictionary.java | 44 +++++- .../analysis/ko/TestKoreanTokenizer.java | 1 + .../ko/dict/TestExternalDictionary.java | 101 +++++++++++++ .../ko/dict/TestTokenInfoDictionary.java | 11 +- 9 files changed, 292 insertions(+), 123 deletions(-) create mode 100644 lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestExternalDictionary.java diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index 939021919bec..14c590e8781d 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -77,7 +77,7 @@ API Changes * LUCENE-10368: IntTaxonomyFacets has been deprecated and is no longer a supported extension point for user-created faceting implementations. (Greg Miller) -* LUCENE-10400: Add constructors that take external resource Paths to dictionary classes in Kuromoji: +* LUCENE-10400: Add constructors that take external resource Paths to dictionary classes in Kuromoji and Nori: ConnectionCosts, TokenInfoDictionary, and UnknownDictionary. Old constructors that take resource scheme and resource path in those classes are deprecated; These are replaced with the new constructors and planned to be removed in a future release. (Tomoko Uchida, Uwe Schindler, Mike Sokolov) diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java index 5f44ae63886e..aba6782182bb 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java @@ -18,25 +18,23 @@ import java.io.BufferedInputStream; import java.io.EOFException; -import java.io.FileNotFoundException; import java.io.IOException; import java.io.InputStream; import java.nio.ByteBuffer; import java.nio.channels.Channels; import java.nio.channels.ReadableByteChannel; -import java.nio.file.Files; -import java.nio.file.Paths; import org.apache.lucene.analysis.ko.POS; import org.apache.lucene.codecs.CodecUtil; import org.apache.lucene.store.DataInput; import org.apache.lucene.store.InputStreamDataInput; -import org.apache.lucene.util.IOUtils; +import org.apache.lucene.util.IOSupplier; import org.apache.lucene.util.IntsRef; /** Base class for a binary-encoded in-memory dictionary. */ public abstract class BinaryDictionary implements Dictionary { /** Used to specify where (dictionary) resources get loaded from. */ + @Deprecated(forRemoval = true, since = "9.1") public enum ResourceScheme { CLASSPATH, FILE @@ -51,75 +49,36 @@ public enum ResourceScheme { public static final String POSDICT_HEADER = "ko_dict_pos"; public static final int VERSION = 1; - private final ResourceScheme resourceScheme; - private final String resourcePath; private final ByteBuffer buffer; private final int[] targetMapOffsets, targetMap; private final POS.Tag[] posDict; - protected BinaryDictionary() throws IOException { - this(ResourceScheme.CLASSPATH, null); - } - - /** - * @param resourceScheme - scheme for loading resources (FILE or CLASSPATH). - * @param resourcePath - where to load resources (dictionaries) from. If null, with CLASSPATH - * scheme only, use this class's name as the path. - */ - protected BinaryDictionary(ResourceScheme resourceScheme, String resourcePath) + protected BinaryDictionary( + IOSupplier targetMapResource, + IOSupplier posResource, + IOSupplier dictResource) throws IOException { - this.resourceScheme = resourceScheme; - if (resourcePath == null) { - if (resourceScheme != ResourceScheme.CLASSPATH) { - throw new IllegalArgumentException( - "resourcePath must be supplied with FILE resource scheme"); - } - this.resourcePath = getClass().getSimpleName(); - } else { - if (resourceScheme == ResourceScheme.CLASSPATH && !resourcePath.startsWith("/")) { - resourcePath = "/".concat(resourcePath); - } - this.resourcePath = resourcePath; - } - int[] targetMapOffsets, targetMap; - ByteBuffer buffer; - try (InputStream mapIS = new BufferedInputStream(getResource(TARGETMAP_FILENAME_SUFFIX)); - InputStream posIS = new BufferedInputStream(getResource(POSDICT_FILENAME_SUFFIX)); - // no buffering here, as we load in one large buffer - InputStream dictIS = getResource(DICT_FILENAME_SUFFIX)) { + try (InputStream mapIS = new BufferedInputStream(targetMapResource.get())) { DataInput in = new InputStreamDataInput(mapIS); CodecUtil.checkHeader(in, TARGETMAP_HEADER, VERSION, VERSION); - targetMap = new int[in.readVInt()]; - targetMapOffsets = new int[in.readVInt()]; - int accum = 0, sourceId = 0; - for (int ofs = 0; ofs < targetMap.length; ofs++) { - final int val = in.readVInt(); - if ((val & 0x01) != 0) { - targetMapOffsets[sourceId] = ofs; - sourceId++; - } - accum += val >>> 1; - targetMap[ofs] = accum; - } - if (sourceId + 1 != targetMapOffsets.length) - throw new IOException( - "targetMap file format broken; targetMap.length=" - + targetMap.length - + ", targetMapOffsets.length=" - + targetMapOffsets.length - + ", sourceId=" - + sourceId); - targetMapOffsets[sourceId] = targetMap.length; + this.targetMap = new int[in.readVInt()]; + this.targetMapOffsets = new int[in.readVInt()]; + populateTargetMap(in, this.targetMap, this.targetMapOffsets); + } - in = new InputStreamDataInput(posIS); + try (InputStream posIS = new BufferedInputStream(posResource.get())) { + DataInput in = new InputStreamDataInput(posIS); CodecUtil.checkHeader(in, POSDICT_HEADER, VERSION, VERSION); int posSize = in.readVInt(); - posDict = new POS.Tag[posSize]; + this.posDict = new POS.Tag[posSize]; for (int j = 0; j < posSize; j++) { posDict[j] = POS.resolveTag(in.readByte()); } + } - in = new InputStreamDataInput(dictIS); + // no buffering here, as we load in one large buffer + try (InputStream dictIS = dictResource.get()) { + DataInput in = new InputStreamDataInput(dictIS); CodecUtil.checkHeader(in, DICT_HEADER, VERSION, VERSION); final int size = in.readVInt(); final ByteBuffer tmpBuffer = ByteBuffer.allocateDirect(size); @@ -128,48 +87,31 @@ protected BinaryDictionary(ResourceScheme resourceScheme, String resourcePath) if (read != size) { throw new EOFException("Cannot read whole dictionary"); } - buffer = tmpBuffer.asReadOnlyBuffer(); - } - - this.targetMap = targetMap; - this.targetMapOffsets = targetMapOffsets; - this.buffer = buffer; - } - - protected final InputStream getResource(String suffix) throws IOException { - switch (resourceScheme) { - case CLASSPATH: - return getClassResource(resourcePath + suffix); - case FILE: - return Files.newInputStream(Paths.get(resourcePath + suffix)); - default: - throw new IllegalStateException("unknown resource scheme " + resourceScheme); - } - } - - public static InputStream getResource(ResourceScheme scheme, String path) throws IOException { - switch (scheme) { - case CLASSPATH: - return getClassResource(path); - case FILE: - return Files.newInputStream(Paths.get(path)); - default: - throw new IllegalStateException("unknown resource scheme " + scheme); + this.buffer = tmpBuffer.asReadOnlyBuffer(); } } - // util, reused by ConnectionCosts and CharacterDefinition - public static InputStream getClassResource(Class clazz, String suffix) throws IOException { - final InputStream is = clazz.getResourceAsStream(clazz.getSimpleName() + suffix); - if (is == null) { - throw new FileNotFoundException( - "Not in classpath: " + clazz.getName().replace('.', '/') + suffix); + private static void populateTargetMap(DataInput in, int[] targetMap, int[] targetMapOffsets) + throws IOException { + int accum = 0, sourceId = 0; + for (int ofs = 0; ofs < targetMap.length; ofs++) { + final int val = in.readVInt(); + if ((val & 0x01) != 0) { + targetMapOffsets[sourceId] = ofs; + sourceId++; + } + accum += val >>> 1; + targetMap[ofs] = accum; } - return is; - } - - private static InputStream getClassResource(String path) throws IOException { - return IOUtils.requireResourceNonNull(BinaryDictionary.class.getResourceAsStream(path), path); + if (sourceId + 1 != targetMapOffsets.length) + throw new IOException( + "targetMap file format broken; targetMap.length=" + + targetMap.length + + ", targetMapOffsets.length=" + + targetMapOffsets.length + + ", sourceId=" + + sourceId); + targetMapOffsets[sourceId] = targetMap.length; } public void lookupWordIds(int sourceId, IntsRef ref) { diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/CharacterDefinition.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/CharacterDefinition.java index 9ca0b8140272..5e2e48932bab 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/CharacterDefinition.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/CharacterDefinition.java @@ -73,11 +73,7 @@ enum CharacterClass { public static final byte HANJANUMERIC = (byte) CharacterClass.HANJANUMERIC.ordinal(); private CharacterDefinition() throws IOException { - InputStream is = null; - boolean success = false; - try { - is = BinaryDictionary.getClassResource(getClass(), FILENAME_SUFFIX); - is = new BufferedInputStream(is); + try (InputStream is = new BufferedInputStream(getClassResource())) { final DataInput in = new InputStreamDataInput(is); CodecUtil.checkHeader(in, HEADER, VERSION, VERSION); in.readBytes(characterCategoryMap, 0, characterCategoryMap.length); @@ -86,16 +82,15 @@ private CharacterDefinition() throws IOException { invokeMap[i] = (b & 0x01) != 0; groupMap[i] = (b & 0x02) != 0; } - success = true; - } finally { - if (success) { - IOUtils.close(is); - } else { - IOUtils.closeWhileHandlingException(is); - } } } + private static InputStream getClassResource() throws IOException { + final String resourcePath = CharacterDefinition.class.getSimpleName() + FILENAME_SUFFIX; + return IOUtils.requireResourceNonNull( + CharacterDefinition.class.getResourceAsStream(resourcePath), resourcePath); + } + public byte getCharacterClass(char c) { return characterCategoryMap[c]; } diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java index 896c37952715..41dc4aa713ad 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java @@ -20,9 +20,14 @@ import java.io.IOException; import java.io.InputStream; import java.nio.ByteBuffer; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; import org.apache.lucene.codecs.CodecUtil; import org.apache.lucene.store.DataInput; import org.apache.lucene.store.InputStreamDataInput; +import org.apache.lucene.util.IOSupplier; +import org.apache.lucene.util.IOUtils; /** n-gram connection cost data */ public final class ConnectionCosts { @@ -38,12 +43,32 @@ public final class ConnectionCosts { * @param scheme - scheme for loading resources (FILE or CLASSPATH). * @param resourcePath - where to load resources from, without the ".dat" suffix */ + @Deprecated(forRemoval = true, since = "9.1") + @SuppressWarnings("removal") public ConnectionCosts(BinaryDictionary.ResourceScheme scheme, String resourcePath) throws IOException { - try (InputStream is = - new BufferedInputStream( - BinaryDictionary.getResource( - scheme, "/" + resourcePath.replace('.', '/') + FILENAME_SUFFIX))) { + this( + scheme == BinaryDictionary.ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + FILENAME_SUFFIX)) + : ConnectionCosts::getClassResource); + } + + /** + * Create a {@link ConnectionCosts} from an external resource path. + * + * @param connectionCostsFile where to load connection costs resource + * @throws IOException if resource was not found or broken + */ + public ConnectionCosts(Path connectionCostsFile) throws IOException { + this(() -> Files.newInputStream(connectionCostsFile)); + } + + private ConnectionCosts() throws IOException { + this(ConnectionCosts::getClassResource); + } + + private ConnectionCosts(IOSupplier connectionCostResource) throws IOException { + try (InputStream is = new BufferedInputStream(connectionCostResource.get())) { final DataInput in = new InputStreamDataInput(is); CodecUtil.checkHeader(in, HEADER, VERSION, VERSION); this.forwardSize = in.readVInt(); @@ -63,8 +88,10 @@ public ConnectionCosts(BinaryDictionary.ResourceScheme scheme, String resourcePa } } - private ConnectionCosts() throws IOException { - this(BinaryDictionary.ResourceScheme.CLASSPATH, ConnectionCosts.class.getName()); + private static InputStream getClassResource() throws IOException { + final String resourcePath = ConnectionCosts.class.getSimpleName() + FILENAME_SUFFIX; + return IOUtils.requireResourceNonNull( + ConnectionCosts.class.getResourceAsStream(resourcePath), resourcePath); } public int get(int forwardId, int backwardId) { diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java index 35d3d1b708d7..c5182a5123b1 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java @@ -19,8 +19,13 @@ import java.io.BufferedInputStream; import java.io.IOException; import java.io.InputStream; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; import org.apache.lucene.store.DataInput; import org.apache.lucene.store.InputStreamDataInput; +import org.apache.lucene.util.IOSupplier; +import org.apache.lucene.util.IOUtils; import org.apache.lucene.util.fst.FST; import org.apache.lucene.util.fst.PositiveIntOutputs; @@ -35,7 +40,11 @@ public final class TokenInfoDictionary extends BinaryDictionary { private final TokenInfoFST fst; private TokenInfoDictionary() throws IOException { - this(ResourceScheme.CLASSPATH, null); + this( + () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), + () -> getClassResource(POSDICT_FILENAME_SUFFIX), + () -> getClassResource(DICT_FILENAME_SUFFIX), + () -> getClassResource(FST_FILENAME_SUFFIX)); } /** @@ -43,17 +52,64 @@ private TokenInfoDictionary() throws IOException { * @param resourcePath - where to load resources (dictionaries) from. If null, with CLASSPATH * scheme only, use this class's name as the path. */ + @Deprecated(forRemoval = true, since = "9.1") + @SuppressWarnings("removal") public TokenInfoDictionary(ResourceScheme resourceScheme, String resourcePath) throws IOException { - super(resourceScheme, resourcePath); + this( + resourceScheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + TARGETMAP_FILENAME_SUFFIX)) + : () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), + resourceScheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + POSDICT_FILENAME_SUFFIX)) + : () -> getClassResource(POSDICT_FILENAME_SUFFIX), + resourceScheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + DICT_FILENAME_SUFFIX)) + : () -> getClassResource(DICT_FILENAME_SUFFIX), + resourceScheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + FST_FILENAME_SUFFIX)) + : () -> getClassResource(FST_FILENAME_SUFFIX)); + } + + /** + * Create a {@link TokenInfoDictionary} from an external resource path. + * + * @param targetMapFile where to load target map resource + * @param posDictFile where to load POS dictionary resource + * @param dictFile where to load dictionary entries resource + * @param fstFile where to load encoded FST data resource + * @throws IOException if resource was not found or broken + */ + public TokenInfoDictionary(Path targetMapFile, Path posDictFile, Path dictFile, Path fstFile) + throws IOException { + this( + () -> Files.newInputStream(targetMapFile), + () -> Files.newInputStream(posDictFile), + () -> Files.newInputStream(dictFile), + () -> Files.newInputStream(fstFile)); + } + + private TokenInfoDictionary( + IOSupplier targetMapResource, + IOSupplier posResource, + IOSupplier dictResource, + IOSupplier fstResource) + throws IOException { + super(targetMapResource, posResource, dictResource); FST fst; - try (InputStream is = new BufferedInputStream(getResource(FST_FILENAME_SUFFIX))) { + try (InputStream is = new BufferedInputStream(fstResource.get())) { DataInput in = new InputStreamDataInput(is); fst = new FST<>(in, in, PositiveIntOutputs.getSingleton()); } this.fst = new TokenInfoFST(fst); } + private static InputStream getClassResource(String suffix) throws IOException { + final String resourcePath = TokenInfoDictionary.class.getSimpleName() + suffix; + return IOUtils.requireResourceNonNull( + TokenInfoDictionary.class.getResourceAsStream(resourcePath), resourcePath); + } + public TokenInfoFST getFST() { return fst; } diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java index a804890f34ea..10eb1611b824 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java @@ -17,6 +17,11 @@ package org.apache.lucene.analysis.ko.dict; import java.io.IOException; +import java.io.InputStream; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import org.apache.lucene.util.IOUtils; /** Dictionary for unknown-word handling. */ public final class UnknownDictionary extends BinaryDictionary { @@ -27,12 +32,47 @@ public final class UnknownDictionary extends BinaryDictionary { * @param resourcePath where to load resources from; a path, including the file base name without * extension; this is used to match multiple files with the same base name. */ + @Deprecated(forRemoval = true, since = "9.1") + @SuppressWarnings("removal") public UnknownDictionary(ResourceScheme scheme, String resourcePath) throws IOException { - super(scheme, resourcePath); + super( + scheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + TARGETMAP_FILENAME_SUFFIX)) + : () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), + scheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + POSDICT_FILENAME_SUFFIX)) + : () -> getClassResource(POSDICT_FILENAME_SUFFIX), + scheme == ResourceScheme.FILE + ? () -> Files.newInputStream(Paths.get(resourcePath + DICT_FILENAME_SUFFIX)) + : () -> getClassResource(DICT_FILENAME_SUFFIX)); + } + + /** + * Create a {@link UnknownDictionary} from an external resource path. + * + * @param targetMapFile where to load target map resource + * @param posDictFile where to load POS dictionary resource + * @param dictFile where to load dictionary entries resource + * @throws IOException if resource was not found or broken + */ + public UnknownDictionary(Path targetMapFile, Path posDictFile, Path dictFile) throws IOException { + super( + () -> Files.newInputStream(targetMapFile), + () -> Files.newInputStream(posDictFile), + () -> Files.newInputStream(dictFile)); } private UnknownDictionary() throws IOException { - super(); + super( + () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), + () -> getClassResource(POSDICT_FILENAME_SUFFIX), + () -> getClassResource(DICT_FILENAME_SUFFIX)); + } + + private static InputStream getClassResource(String suffix) throws IOException { + final String resourcePath = UnknownDictionary.class.getSimpleName() + suffix; + return IOUtils.requireResourceNonNull( + UnknownDictionary.class.getResourceAsStream(resourcePath), resourcePath); } public CharacterDefinition getCharacterDefinition() { diff --git a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java index ec72e8a089b3..315c876435c4 100644 --- a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java +++ b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java @@ -473,6 +473,7 @@ public void testUserDict() throws IOException { } // Make sure loading custom dictionaries from classpath works: + @SuppressWarnings("removal") public void testCustomDictionary() throws Exception { Tokenizer tokenizer = new KoreanTokenizer( diff --git a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestExternalDictionary.java b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestExternalDictionary.java new file mode 100644 index 000000000000..5f8edab8934b --- /dev/null +++ b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestExternalDictionary.java @@ -0,0 +1,101 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * 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 + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.lucene.analysis.ko.dict; + +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.DICT_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.POSDICT_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.TARGETMAP_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.TokenInfoDictionary.FST_FILENAME_SUFFIX; + +import java.io.BufferedWriter; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import org.apache.lucene.analysis.ko.util.DictionaryBuilder; +import org.apache.lucene.tests.util.LuceneTestCase; +import org.junit.Before; + +public class TestExternalDictionary extends LuceneTestCase { + + private Path dir; + + @Override + @Before + public void setUp() throws Exception { + super.setUp(); + dir = createTempDir("systemDict"); + try (BufferedWriter writer = + Files.newBufferedWriter(dir.resolve("unk.def"), StandardCharsets.UTF_8)) { + writer.write("DEFAULT,1798,3559,3677,SY,*,*,*,*,*,*,*"); + writer.newLine(); + writer.write("SPACE,1795,3556,1065,SP,*,*,*,*,*,*,*"); + writer.newLine(); + } + try (BufferedWriter writer = + Files.newBufferedWriter(dir.resolve("char.def"), StandardCharsets.UTF_8)) { + writer.write("0x0021..0x002F SYMBOL"); + writer.newLine(); + writer.write("0x0030..0x0039 NUMERIC"); + writer.newLine(); + } + try (BufferedWriter writer = + Files.newBufferedWriter(dir.resolve("matrix.def"), StandardCharsets.UTF_8)) { + writer.write("3 3"); + writer.newLine(); + writer.write("1 1 0"); + writer.newLine(); + writer.write("1 2 0"); + writer.newLine(); + } + try (BufferedWriter writer = + Files.newBufferedWriter(dir.resolve("noun.csv"), StandardCharsets.UTF_8)) { + writer.write("명사,1,1,2,NNG,*,*,*,*,*,*,*"); + writer.newLine(); + writer.write("일반,5000,5000,3,NNG,*,*,*,*,*,*,*"); + writer.newLine(); + } + DictionaryBuilder.build(dir, dir, "utf-8", true); + } + + public void testLoadExternalTokenInfoDictionary() throws Exception { + String dictionaryPath = TokenInfoDictionary.class.getName().replace('.', '/'); + TokenInfoDictionary dict = + new TokenInfoDictionary( + dir.resolve(dictionaryPath + TARGETMAP_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + POSDICT_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + DICT_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + FST_FILENAME_SUFFIX)); + assertNotNull(dict.getFST()); + } + + public void testLoadExternalUnknownDictionary() throws Exception { + String dictionaryPath = UnknownDictionary.class.getName().replace('.', '/'); + UnknownDictionary dict = + new UnknownDictionary( + dir.resolve(dictionaryPath + TARGETMAP_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + POSDICT_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + DICT_FILENAME_SUFFIX)); + assertNotNull(dict.getCharacterDefinition()); + } + + public void testLoadExternalConnectionCosts() throws Exception { + String dictionaryPath = ConnectionCosts.class.getName().replace('.', '/'); + ConnectionCosts cc = + new ConnectionCosts(dir.resolve(dictionaryPath + ConnectionCosts.FILENAME_SUFFIX)); + assertEquals(0, cc.get(1, 1)); + } +} diff --git a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestTokenInfoDictionary.java b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestTokenInfoDictionary.java index 406ce6c414ec..39fc55065d96 100644 --- a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestTokenInfoDictionary.java +++ b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/dict/TestTokenInfoDictionary.java @@ -16,7 +16,10 @@ */ package org.apache.lucene.analysis.ko.dict; -import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.ResourceScheme; +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.DICT_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.POSDICT_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.BinaryDictionary.TARGETMAP_FILENAME_SUFFIX; +import static org.apache.lucene.analysis.ko.dict.TokenInfoDictionary.FST_FILENAME_SUFFIX; import java.io.OutputStream; import java.io.OutputStreamWriter; @@ -76,7 +79,11 @@ private TokenInfoDictionary newDictionary(String... entries) throws Exception { DictionaryBuilder.build(dir, dir, "utf-8", true); String dictionaryPath = TokenInfoDictionary.class.getName().replace('.', '/'); // We must also load the other files (in BinaryDictionary) from the correct path - return new TokenInfoDictionary(ResourceScheme.FILE, dir.resolve(dictionaryPath).toString()); + return new TokenInfoDictionary( + dir.resolve(dictionaryPath + TARGETMAP_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + POSDICT_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + DICT_FILENAME_SUFFIX), + dir.resolve(dictionaryPath + FST_FILENAME_SUFFIX)); } public void testPutException() { From e7a29c4c4c10d7ea52984ecb711a21e2cdb34186 Mon Sep 17 00:00:00 2001 From: Tomoko Uchida Date: Sun, 20 Feb 2022 17:40:45 +0900 Subject: [PATCH 10/14] Remove deprecated constructors in Nori (#695) --- lucene/CHANGES.txt | 2 +- .../analysis/ko/dict/BinaryDictionary.java | 7 ---- .../analysis/ko/dict/ConnectionCosts.java | 15 -------- .../analysis/ko/dict/TokenInfoDictionary.java | 25 ------------- .../analysis/ko/dict/UnknownDictionary.java | 21 ----------- .../analysis/ko/TestKoreanTokenizer.java | 36 ------------------- 6 files changed, 1 insertion(+), 105 deletions(-) diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index 14c590e8781d..cd9fd0ac90e2 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -15,7 +15,7 @@ API Changes * LUCENE-10368: IntTaxonomyFacets has been make pkg-private and serves only as an internal implementation detail of taxonomy-faceting. (Greg Miller) -* LUCENE-10400: Remove deprecated dictionary constructors in Kuromoji (Tomoko Uchida) +* LUCENE-10400: Remove deprecated dictionary constructors in Kuromoji and Nori (Tomoko Uchida) New Features --------------------- diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java index aba6782182bb..4d10e5200556 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/BinaryDictionary.java @@ -33,13 +33,6 @@ /** Base class for a binary-encoded in-memory dictionary. */ public abstract class BinaryDictionary implements Dictionary { - /** Used to specify where (dictionary) resources get loaded from. */ - @Deprecated(forRemoval = true, since = "9.1") - public enum ResourceScheme { - CLASSPATH, - FILE - } - public static final String TARGETMAP_FILENAME_SUFFIX = "$targetMap.dat"; public static final String DICT_FILENAME_SUFFIX = "$buffer.dat"; public static final String POSDICT_FILENAME_SUFFIX = "$posDict.dat"; diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java index 41dc4aa713ad..61579aef8450 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/ConnectionCosts.java @@ -22,7 +22,6 @@ import java.nio.ByteBuffer; import java.nio.file.Files; import java.nio.file.Path; -import java.nio.file.Paths; import org.apache.lucene.codecs.CodecUtil; import org.apache.lucene.store.DataInput; import org.apache.lucene.store.InputStreamDataInput; @@ -39,20 +38,6 @@ public final class ConnectionCosts { private final ByteBuffer buffer; private final int forwardSize; - /** - * @param scheme - scheme for loading resources (FILE or CLASSPATH). - * @param resourcePath - where to load resources from, without the ".dat" suffix - */ - @Deprecated(forRemoval = true, since = "9.1") - @SuppressWarnings("removal") - public ConnectionCosts(BinaryDictionary.ResourceScheme scheme, String resourcePath) - throws IOException { - this( - scheme == BinaryDictionary.ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + FILENAME_SUFFIX)) - : ConnectionCosts::getClassResource); - } - /** * Create a {@link ConnectionCosts} from an external resource path. * diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java index c5182a5123b1..1f936b44724b 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/TokenInfoDictionary.java @@ -21,7 +21,6 @@ import java.io.InputStream; import java.nio.file.Files; import java.nio.file.Path; -import java.nio.file.Paths; import org.apache.lucene.store.DataInput; import org.apache.lucene.store.InputStreamDataInput; import org.apache.lucene.util.IOSupplier; @@ -47,30 +46,6 @@ private TokenInfoDictionary() throws IOException { () -> getClassResource(FST_FILENAME_SUFFIX)); } - /** - * @param resourceScheme - scheme for loading resources (FILE or CLASSPATH). - * @param resourcePath - where to load resources (dictionaries) from. If null, with CLASSPATH - * scheme only, use this class's name as the path. - */ - @Deprecated(forRemoval = true, since = "9.1") - @SuppressWarnings("removal") - public TokenInfoDictionary(ResourceScheme resourceScheme, String resourcePath) - throws IOException { - this( - resourceScheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + TARGETMAP_FILENAME_SUFFIX)) - : () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), - resourceScheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + POSDICT_FILENAME_SUFFIX)) - : () -> getClassResource(POSDICT_FILENAME_SUFFIX), - resourceScheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + DICT_FILENAME_SUFFIX)) - : () -> getClassResource(DICT_FILENAME_SUFFIX), - resourceScheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + FST_FILENAME_SUFFIX)) - : () -> getClassResource(FST_FILENAME_SUFFIX)); - } - /** * Create a {@link TokenInfoDictionary} from an external resource path. * diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java index 10eb1611b824..f2aa89ee8c54 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/dict/UnknownDictionary.java @@ -20,33 +20,12 @@ import java.io.InputStream; import java.nio.file.Files; import java.nio.file.Path; -import java.nio.file.Paths; import org.apache.lucene.util.IOUtils; /** Dictionary for unknown-word handling. */ public final class UnknownDictionary extends BinaryDictionary { private final CharacterDefinition characterDefinition = CharacterDefinition.getInstance(); - /** - * @param scheme scheme for loading resources (FILE or CLASSPATH). - * @param resourcePath where to load resources from; a path, including the file base name without - * extension; this is used to match multiple files with the same base name. - */ - @Deprecated(forRemoval = true, since = "9.1") - @SuppressWarnings("removal") - public UnknownDictionary(ResourceScheme scheme, String resourcePath) throws IOException { - super( - scheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + TARGETMAP_FILENAME_SUFFIX)) - : () -> getClassResource(TARGETMAP_FILENAME_SUFFIX), - scheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + POSDICT_FILENAME_SUFFIX)) - : () -> getClassResource(POSDICT_FILENAME_SUFFIX), - scheme == ResourceScheme.FILE - ? () -> Files.newInputStream(Paths.get(resourcePath + DICT_FILENAME_SUFFIX)) - : () -> getClassResource(DICT_FILENAME_SUFFIX)); - } - /** * Create a {@link UnknownDictionary} from an external resource path. * diff --git a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java index 315c876435c4..85f87c2ec82c 100644 --- a/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java +++ b/lucene/analysis/nori/src/test/org/apache/lucene/analysis/ko/TestKoreanTokenizer.java @@ -26,10 +26,6 @@ import org.apache.lucene.analysis.TokenStream; import org.apache.lucene.analysis.Tokenizer; import org.apache.lucene.analysis.ko.KoreanTokenizer.DecompoundMode; -import org.apache.lucene.analysis.ko.dict.BinaryDictionary.ResourceScheme; -import org.apache.lucene.analysis.ko.dict.ConnectionCosts; -import org.apache.lucene.analysis.ko.dict.TokenInfoDictionary; -import org.apache.lucene.analysis.ko.dict.UnknownDictionary; import org.apache.lucene.analysis.ko.dict.UserDictionary; import org.apache.lucene.analysis.ko.tokenattributes.PartOfSpeechAttribute; import org.apache.lucene.analysis.ko.tokenattributes.ReadingAttribute; @@ -472,38 +468,6 @@ public void testUserDict() throws IOException { new int[] {1}); } - // Make sure loading custom dictionaries from classpath works: - @SuppressWarnings("removal") - public void testCustomDictionary() throws Exception { - Tokenizer tokenizer = - new KoreanTokenizer( - newAttributeFactory(), - new TokenInfoDictionary( - ResourceScheme.CLASSPATH, "org/apache/lucene/analysis/ko/dict/TokenInfoDictionary"), - new UnknownDictionary( - ResourceScheme.CLASSPATH, "org/apache/lucene/analysis/ko/dict/UnknownDictionary"), - new ConnectionCosts( - ResourceScheme.CLASSPATH, "org/apache/lucene/analysis/ko/dict/ConnectionCosts"), - readDict(), - DecompoundMode.NONE, - false, - false); - try (Analyzer a = - new Analyzer() { - @Override - protected Analyzer.TokenStreamComponents createComponents(String fieldName) { - return new Analyzer.TokenStreamComponents(tokenizer, tokenizer); - } - }) { - assertTokenStreamContents( - a.tokenStream("foo", "커스텀사전검사"), - new String[] {"커스텀", "사전", "검사"}, - new int[] {0, 3, 5}, - new int[] {3, 5, 7}, - 7); - } - } - public void testInterpunct() throws IOException { assertAnalyzesTo( analyzer, From 76c9fd4e38af65d28236d5a2695348fbd8fa3ed8 Mon Sep 17 00:00:00 2001 From: Tomoko Uchida Date: Sun, 20 Feb 2022 21:39:03 +0900 Subject: [PATCH 11/14] LUCENE-10416: Update Korean Dictionary to mecab-ko-dic-2.1.1-20180720 for Nori --- NOTICE.txt | 4 ++-- gradle/generation/nori.gradle | 2 +- lucene/CHANGES.txt | 3 +++ .../ko/util/UnknownDictionaryBuilder.java | 2 +- .../analysis/ko/dict/ConnectionCosts.dat | Bin 11178837 -> 11231986 bytes .../ko/dict/TokenInfoDictionary$buffer.dat | Bin 7245613 -> 7287019 bytes .../ko/dict/TokenInfoDictionary$fst.dat | Bin 5632456 -> 5632475 bytes .../ko/dict/TokenInfoDictionary$posDict.dat | Bin 2712 -> 2715 bytes .../ko/dict/TokenInfoDictionary$targetMap.dat | Bin 811783 -> 816309 bytes .../ko/dict/UnknownDictionary$buffer.dat | Bin 101 -> 101 bytes .../ko/dict/UnknownDictionary$posDict.dat | Bin 1823 -> 1826 bytes 11 files changed, 7 insertions(+), 4 deletions(-) diff --git a/NOTICE.txt b/NOTICE.txt index c8396cb01e81..1626d8e1deaa 100644 --- a/NOTICE.txt +++ b/NOTICE.txt @@ -202,11 +202,11 @@ Nori Korean Morphological Analyzer - Apache Lucene Integration This software includes a binary and/or source version of data from - mecab-ko-dic-2.0.3-20170922 + mecab-ko-dic-2.1.1-20180720 which can be obtained from - https://bitbucket.org/eunjeon/mecab-ko-dic/downloads/mecab-ko-dic-2.0.3-20170922.tar.gz + https://bitbucket.org/eunjeon/mecab-ko-dic/downloads/mecab-ko-dic-2.1.1-20180720.tar.gz The floating point precision conversion in NumericUtils.Float16Converter is derived from work by Jeroen van der Zijp, granted for use under the Apache license. diff --git a/gradle/generation/nori.gradle b/gradle/generation/nori.gradle index 4fadb11d6f72..fc10f0f561e8 100644 --- a/gradle/generation/nori.gradle +++ b/gradle/generation/nori.gradle @@ -54,7 +54,7 @@ configure(project(":lucene:analysis:nori")) { dependsOn deleteDictionaryData dependsOn sourceSets.main.runtimeClasspath - def dictionaryName = "mecab-ko-dic-2.0.3-20170922" + def dictionaryName = "mecab-ko-dic-2.1.1-20180720" def dictionarySource = "https://bitbucket.org/eunjeon/mecab-ko-dic/downloads/${dictionaryName}.tar.gz" def dictionaryFile = file("${buildDir}/generate/${dictionaryName}.tar.gz") def unpackedDir = file("${buildDir}/generate/${dictionaryName}") diff --git a/lucene/CHANGES.txt b/lucene/CHANGES.txt index cd9fd0ac90e2..7ddd7dd64f7a 100644 --- a/lucene/CHANGES.txt +++ b/lucene/CHANGES.txt @@ -188,6 +188,9 @@ Improvements * LUCENE-10371: Make IndexRearranger able to arrange segment in a determined order. (Patrick Zhai) + +* LUCENE-10416: Update Korean Dictionary to mecab-ko-dic-2.1.1-20180720 for Nori. + (Uihyun Kim) Optimizations --------------------- diff --git a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/util/UnknownDictionaryBuilder.java b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/util/UnknownDictionaryBuilder.java index cbf3119719a4..634c2a599ee3 100644 --- a/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/util/UnknownDictionaryBuilder.java +++ b/lucene/analysis/nori/src/java/org/apache/lucene/analysis/ko/util/UnknownDictionaryBuilder.java @@ -28,7 +28,7 @@ import org.apache.lucene.analysis.ko.dict.CharacterDefinition; class UnknownDictionaryBuilder { - private static final String NGRAM_DICTIONARY_ENTRY = "NGRAM,1798,3559,3677,SY,*,*,*,*,*,*,*"; + private static final String NGRAM_DICTIONARY_ENTRY = "NGRAM,1801,3559,3677,SY,*,*,*,*,*,*,*"; private String encoding; diff --git 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