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/*
 * 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.facet.taxonomy;

import java.io.IOException;
import java.util.Arrays;
import java.util.List;
import org.apache.lucene.facet.FacetField;
import org.apache.lucene.facet.FacetUtils;
import org.apache.lucene.facet.FacetsCollector;
import org.apache.lucene.facet.FacetsCollector.MatchingDocs;
import org.apache.lucene.facet.FacetsConfig;
import org.apache.lucene.facet.taxonomy.OrdinalsReader.OrdinalsSegmentReader;
import org.apache.lucene.index.BinaryDocValues;
import org.apache.lucene.index.DocValues;
import org.apache.lucene.index.SortedNumericDocValues;
import org.apache.lucene.search.ConjunctionUtils;
import org.apache.lucene.search.DocIdSetIterator;
import org.apache.lucene.search.DoubleValues;
import org.apache.lucene.search.DoubleValuesSource;
import org.apache.lucene.util.BitUtil;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.IntsRef;

/**
 * Aggregates float values associated with facet fields. Supports two different approaches:
 *
 * 
    *
  1. Fields can be indexed with {@link FloatAssociationFacetField}, associating weights with * facet values at indexing time. *
  2. Fields can be indexed with {@link FacetField} and a {@link DoubleValuesSource} can * dynamically supply a weight from each doc. With this approach, the document's weight gets * contributed to each facet value associated with the doc. *
* * Aggregation logic is supplied by the provided {@link FloatAssociationFacetField}. * * @lucene.experimental */ public class TaxonomyFacetFloatAssociations extends FloatTaxonomyFacets { private final OrdinalsReader ordinalsReader; /** Create {@code TaxonomyFacetFloatAssociations} against the default index field. */ public TaxonomyFacetFloatAssociations( TaxonomyReader taxoReader, FacetsConfig config, FacetsCollector fc, AssociationAggregationFunction aggregationFunction) throws IOException { this(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, taxoReader, config, fc, aggregationFunction); } /** * Create {@code TaxonomyFacetFloatAssociations} against the default index field. Sources values * from the provided {@code valuesSource}. */ public TaxonomyFacetFloatAssociations( TaxonomyReader taxoReader, FacetsConfig config, FacetsCollector fc, AssociationAggregationFunction aggregationFunction, DoubleValuesSource valuesSource) throws IOException { this( FacetsConfig.DEFAULT_INDEX_FIELD_NAME, taxoReader, config, fc, aggregationFunction, valuesSource); } /** Create {@code TaxonomyFacetFloatAssociations} against the specified index field. */ public TaxonomyFacetFloatAssociations( String indexFieldName, TaxonomyReader taxoReader, FacetsConfig config, FacetsCollector fc, AssociationAggregationFunction aggregationFunction) throws IOException { super(indexFieldName, taxoReader, aggregationFunction, config); ordinalsReader = null; aggregateValues(aggregationFunction, fc.getMatchingDocs()); } /** * Create {@code TaxonomyFacetFloatAssociations} against the specified index field. Sources values * from the provided {@code valuesSource}. */ public TaxonomyFacetFloatAssociations( String indexFieldName, TaxonomyReader taxoReader, FacetsConfig config, FacetsCollector fc, AssociationAggregationFunction aggregationFunction, DoubleValuesSource valuesSource) throws IOException { super(indexFieldName, taxoReader, aggregationFunction, config); ordinalsReader = null; aggregateValues(aggregationFunction, fc.getMatchingDocs(), fc.getKeepScores(), valuesSource); } /** * Create {@code TaxonomyFacetFloatAssociations} against the specified index field. Sources values * from the provided {@code valuesSource}. * * @deprecated Custom binary encodings for taxonomy ordinals are no longer supported starting with * Lucene 9 */ @Deprecated public TaxonomyFacetFloatAssociations( OrdinalsReader ordinalsReader, TaxonomyReader taxoReader, FacetsConfig config, FacetsCollector fc, AssociationAggregationFunction aggregationFunction, DoubleValuesSource valuesSource) throws IOException { super(ordinalsReader.getIndexFieldName(), taxoReader, aggregationFunction, config); this.ordinalsReader = ordinalsReader; aggregateValues(aggregationFunction, fc.getMatchingDocs(), fc.getKeepScores(), valuesSource); } private static DoubleValues scores(MatchingDocs hits) { return new DoubleValues() { int index = -1; @Override public double doubleValue() throws IOException { return hits.scores[index]; } @Override public boolean advanceExact(int doc) throws IOException { index = doc; return true; } }; } /** Aggregate using the provided {@code DoubleValuesSource}. */ private void aggregateValues( AssociationAggregationFunction aggregationFunction, List matchingDocs, boolean keepScores, DoubleValuesSource valueSource) throws IOException { if (ordinalsReader != null) { // If the user provided a custom ordinals reader, use it to retrieve the document ordinals: IntsRef scratch = new IntsRef(); for (MatchingDocs hits : matchingDocs) { OrdinalsSegmentReader ords = ordinalsReader.getReader(hits.context); DoubleValues scores = keepScores ? scores(hits) : null; DoubleValues functionValues = valueSource.getValues(hits.context, scores); DocIdSetIterator docs = hits.bits.iterator(); int doc; while ((doc = docs.nextDoc()) != DocIdSetIterator.NO_MORE_DOCS) { ords.get(doc, scratch); if (functionValues.advanceExact(doc)) { float value = (float) functionValues.doubleValue(); for (int i = 0; i < scratch.length; i++) { int ord = scratch.ints[i]; float newValue = aggregationFunction.aggregate(values[ord], value); values[ord] = newValue; } } } } } else { for (MatchingDocs hits : matchingDocs) { SortedNumericDocValues ordinalValues = FacetUtils.loadOrdinalValues(hits.context.reader(), indexFieldName); if (ordinalValues == null) { continue; } DoubleValues scores = keepScores ? scores(hits) : null; DoubleValues functionValues = valueSource.getValues(hits.context, scores); DocIdSetIterator it = ConjunctionUtils.intersectIterators(List.of(hits.bits.iterator(), ordinalValues)); for (int doc = it.nextDoc(); doc != DocIdSetIterator.NO_MORE_DOCS; doc = it.nextDoc()) { if (functionValues.advanceExact(doc)) { float value = (float) functionValues.doubleValue(); int ordinalCount = ordinalValues.docValueCount(); for (int i = 0; i < ordinalCount; i++) { int ord = (int) ordinalValues.nextValue(); float newValue = aggregationFunction.aggregate(values[ord], value); values[ord] = newValue; } } } } } // Hierarchical dimensions are supported when using a value source, so we need to rollup: rollup(); } /** Aggregate from indexed association values. */ private void aggregateValues( AssociationAggregationFunction aggregationFunction, List matchingDocs) throws IOException { for (MatchingDocs hits : matchingDocs) { BinaryDocValues dv = DocValues.getBinary(hits.context.reader(), indexFieldName); DocIdSetIterator it = ConjunctionUtils.intersectIterators(Arrays.asList(hits.bits.iterator(), dv)); for (int doc = it.nextDoc(); doc != DocIdSetIterator.NO_MORE_DOCS; doc = it.nextDoc()) { final BytesRef bytesRef = dv.binaryValue(); byte[] bytes = bytesRef.bytes; int end = bytesRef.offset + bytesRef.length; int offset = bytesRef.offset; while (offset < end) { int ord = (int) BitUtil.VH_BE_INT.get(bytes, offset); offset += 4; float value = (float) BitUtil.VH_BE_FLOAT.get(bytes, offset); offset += 4; float newValue = aggregationFunction.aggregate(values[ord], value); values[ord] = newValue; } } } } }




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