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Apache Solr Learning to Rank Package
/*
* 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.solr.ltr.feature;
import java.io.IOException;
import java.util.LinkedHashMap;
import java.util.Map;
import org.apache.lucene.index.LeafReaderContext;
import org.apache.lucene.index.NumericDocValues;
import org.apache.lucene.search.DocIdSetIterator;
import org.apache.lucene.search.IndexSearcher;
import org.apache.lucene.search.Query;
import org.apache.lucene.util.SmallFloat;
import org.apache.solr.request.SolrQueryRequest;
/**
* This feature returns the length of a field (in terms) for the current document. Example
* configuration:
*
*
* {
* "name": "titleLength",
* "class": "org.apache.solr.ltr.feature.FieldLengthFeature",
* "params": {
* "field": "title"
* }
* }
*
*
* Note: since this feature relies on norms values that are stored in a single byte the value of the
* feature could have a lightly different value. (see also {@link
* org.apache.lucene.search.similarities.ClassicSimilarity})
*/
public class FieldLengthFeature extends Feature {
private String field;
public String getField() {
return field;
}
public void setField(String field) {
this.field = field;
}
@Override
public LinkedHashMap paramsToMap() {
final LinkedHashMap params = defaultParamsToMap();
params.put("field", field);
return params;
}
@Override
protected void validate() throws FeatureException {
if (field == null || field.isEmpty()) {
throw new FeatureException(getClass().getSimpleName() + ": field must be provided");
}
}
/** Cache of decoded bytes. */
private static final float[] NORM_TABLE = new float[256];
static {
NORM_TABLE[0] = 0;
for (int i = 1; i < 256; i++) {
NORM_TABLE[i] = SmallFloat.byte4ToInt((byte) i);
}
}
/** Decodes the norm value, assuming it is a single byte. */
private final float decodeNorm(long norm) {
return NORM_TABLE[(int) (norm & 0xFF)]; // & 0xFF maps negative bytes to
// positive above 127
}
public FieldLengthFeature(String name, Map params) {
super(name, params);
}
@Override
public FeatureWeight createWeight(
IndexSearcher searcher,
boolean needsScores,
SolrQueryRequest request,
Query originalQuery,
Map efi)
throws IOException {
return new FieldLengthFeatureWeight(searcher, request, originalQuery, efi);
}
public class FieldLengthFeatureWeight extends FeatureWeight {
public FieldLengthFeatureWeight(
IndexSearcher searcher,
SolrQueryRequest request,
Query originalQuery,
Map efi) {
super(FieldLengthFeature.this, searcher, request, originalQuery, efi);
}
@Override
public FeatureScorer scorer(LeafReaderContext context) throws IOException {
NumericDocValues norms = context.reader().getNormValues(field);
if (norms == null) {
return new ValueFeatureScorer(
this, 0f, DocIdSetIterator.all(DocIdSetIterator.NO_MORE_DOCS));
}
return new FieldLengthFeatureScorer(this, norms);
}
public class FieldLengthFeatureScorer extends FeatureScorer {
NumericDocValues norms = null;
public FieldLengthFeatureScorer(FeatureWeight weight, NumericDocValues norms) {
super(weight, norms);
this.norms = norms;
}
@Override
public float score() throws IOException {
final long l = norms.longValue();
final float numTerms = decodeNorm(l);
return numTerms;
}
@Override
public float getMaxScore(int upTo) throws IOException {
return Float.POSITIVE_INFINITY;
}
}
}
}
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