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Apache Lucene (module: facet)
/*
* 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:
*
*
* - Fields can be indexed with {@link FloatAssociationFacetField}, associating weights with
* facet values at indexing time.
*
- 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;
}
}
}
}
}