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Lucene example source code file (TestCustomScoreQuery.java)

This example Lucene source code file (TestCustomScoreQuery.java) is included in the DevDaily.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" TM.

Java - Lucene tags/keywords

customscoreprovider, customscorequery, customscorequery, exception, explanation, indexsearcher, io, map, map, override, override, query, query, test, topdocs, util

The Lucene TestCustomScoreQuery.java source code

package org.apache.lucene.search.function;

/**
 * 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.
 */

import org.apache.lucene.queryParser.QueryParser;
import org.apache.lucene.queryParser.ParseException;
import org.apache.lucene.search.*;
import org.junit.Test;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map;

import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.Term;

/**
 * Test CustomScoreQuery search.
 */
public class TestCustomScoreQuery extends FunctionTestSetup {

  /* @override constructor */
  public TestCustomScoreQuery() {
    super(true);
  }

  /**
   * Test that CustomScoreQuery of Type.BYTE returns the expected scores.
   */
  @Test
  public void testCustomScoreByte() throws Exception, ParseException {
    // INT field values are small enough to be parsed as byte
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.BYTE, 1.0);
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.BYTE, 2.0);
  }

  /**
   * Test that CustomScoreQuery of Type.SHORT returns the expected scores.
   */
  @Test
  public void testCustomScoreShort() throws Exception, ParseException {
    // INT field values are small enough to be parsed as short
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.SHORT, 1.0);
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.SHORT, 3.0);
  }

  /**
   * Test that CustomScoreQuery of Type.INT returns the expected scores.
   */
  @Test
  public void testCustomScoreInt() throws Exception, ParseException {
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.INT, 1.0);
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.INT, 4.0);
  }

  /**
   * Test that CustomScoreQuery of Type.FLOAT returns the expected scores.
   */
  @Test
  public void testCustomScoreFloat() throws Exception, ParseException {
    // INT field can be parsed as float
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.FLOAT, 1.0);
    doTestCustomScore(INT_FIELD, FieldScoreQuery.Type.FLOAT, 5.0);
    // same values, but in float format
    doTestCustomScore(FLOAT_FIELD, FieldScoreQuery.Type.FLOAT, 1.0);
    doTestCustomScore(FLOAT_FIELD, FieldScoreQuery.Type.FLOAT, 6.0);
  }

  // must have static class otherwise serialization tests fail
  private static class CustomAddQuery extends CustomScoreQuery {
    // constructor
    CustomAddQuery(Query q, ValueSourceQuery qValSrc) {
      super(q, qValSrc);
    }

    /*(non-Javadoc) @see org.apache.lucene.search.function.CustomScoreQuery#name() */
    @Override
    public String name() {
      return "customAdd";
    }
    
    @Override
    protected CustomScoreProvider getCustomScoreProvider(IndexReader reader) {
      return new CustomScoreProvider(reader) {
        @Override
        public float customScore(int doc, float subQueryScore, float valSrcScore) {
          return subQueryScore + valSrcScore;
        }

        @Override
        public Explanation customExplain(int doc, Explanation subQueryExpl, Explanation valSrcExpl) {
          float valSrcScore = valSrcExpl == null ? 0 : valSrcExpl.getValue();
          Explanation exp = new Explanation(valSrcScore + subQueryExpl.getValue(), "custom score: sum of:");
          exp.addDetail(subQueryExpl);
          if (valSrcExpl != null) {
            exp.addDetail(valSrcExpl);
          }
          return exp;
        }
      };
    }
  }

  // must have static class otherwise serialization tests fail
  private static class CustomMulAddQuery extends CustomScoreQuery {
    // constructor
    CustomMulAddQuery(Query q, ValueSourceQuery qValSrc1, ValueSourceQuery qValSrc2) {
      super(q, new ValueSourceQuery[]{qValSrc1, qValSrc2});
    }

    /*(non-Javadoc) @see org.apache.lucene.search.function.CustomScoreQuery#name() */
    @Override
    public String name() {
      return "customMulAdd";
    }

    @Override
    protected CustomScoreProvider getCustomScoreProvider(IndexReader reader) {
      return new CustomScoreProvider(reader) {
        @Override
        public float customScore(int doc, float subQueryScore, float valSrcScores[]) {
          if (valSrcScores.length == 0) {
            return subQueryScore;
          }
          if (valSrcScores.length == 1) {
            return subQueryScore + valSrcScores[0];
            // confirm that skipping beyond the last doc, on the
            // previous reader, hits NO_MORE_DOCS
          }
          return (subQueryScore + valSrcScores[0]) * valSrcScores[1]; // we know there are two
        }

        @Override
        public Explanation customExplain(int doc, Explanation subQueryExpl, Explanation valSrcExpls[]) {
          if (valSrcExpls.length == 0) {
            return subQueryExpl;
          }
          Explanation exp = new Explanation(valSrcExpls[0].getValue() + subQueryExpl.getValue(), "sum of:");
          exp.addDetail(subQueryExpl);
          exp.addDetail(valSrcExpls[0]);
          if (valSrcExpls.length == 1) {
            exp.setDescription("CustomMulAdd, sum of:");
            return exp;
          }
          Explanation exp2 = new Explanation(valSrcExpls[1].getValue() * exp.getValue(), "custom score: product of:");
          exp2.addDetail(valSrcExpls[1]);
          exp2.addDetail(exp);
          return exp2;
        }
      };
    }
  }

  private final class CustomExternalQuery extends CustomScoreQuery {

    @Override
    protected CustomScoreProvider getCustomScoreProvider(IndexReader reader) throws IOException {
      final int[] values = FieldCache.DEFAULT.getInts(reader, INT_FIELD);
      return new CustomScoreProvider(reader) {
        @Override
        public float customScore(int doc, float subScore, float valSrcScore) throws IOException {
          assertTrue(doc <= reader.maxDoc());
          return values[doc];
        }
      };
    }

    public CustomExternalQuery(Query q) {
      super(q);
    }
  }

  @Test
  public void testCustomExternalQuery() throws Exception {
    QueryParser qp = new QueryParser(TEST_VERSION_CURRENT, TEXT_FIELD,anlzr); 
    String qtxt = "first aid text"; // from the doc texts in FunctionQuerySetup.
    Query q1 = qp.parse(qtxt); 
    
    final Query q = new CustomExternalQuery(q1);
    log(q);

    IndexSearcher s = new IndexSearcher(dir);
    TopDocs hits = s.search(q, 1000);
    assertEquals(N_DOCS, hits.totalHits);
    for(int i=0;i<N_DOCS;i++) {
      final int doc = hits.scoreDocs[i].doc;
      final float score = hits.scoreDocs[i].score;
      assertEquals("doc=" + doc, (float) 1+(4*doc) % N_DOCS, score, 0.0001);
    }
    s.close();
  }
  
  @Test
  public void testRewrite() throws Exception {
    final IndexSearcher s = new IndexSearcher(dir, true);

    Query q = new TermQuery(new Term(TEXT_FIELD, "first"));
    CustomScoreQuery original = new CustomScoreQuery(q);
    CustomScoreQuery rewritten = (CustomScoreQuery) original.rewrite(s.getIndexReader());
    assertTrue("rewritten query should be identical, as TermQuery does not rewrite", original == rewritten);
    assertTrue("no hits for query", s.search(rewritten,1).totalHits > 0);
    assertEquals(s.search(q,1).totalHits, s.search(rewritten,1).totalHits);

    q = new TermRangeQuery(TEXT_FIELD, null, null, true, true); // everything
    original = new CustomScoreQuery(q);
    rewritten = (CustomScoreQuery) original.rewrite(s.getIndexReader());
    assertTrue("rewritten query should not be identical, as TermRangeQuery rewrites", original != rewritten);
    assertTrue("no hits for query", s.search(rewritten,1).totalHits > 0);
    assertEquals(s.search(q,1).totalHits, s.search(original,1).totalHits);
    assertEquals(s.search(q,1).totalHits, s.search(rewritten,1).totalHits);
    
    s.close();
  }
  
  // Test that FieldScoreQuery returns docs with expected score.
  private void doTestCustomScore(String field, FieldScoreQuery.Type tp, double dboost) throws Exception, ParseException {
    float boost = (float) dboost;
    IndexSearcher s = new IndexSearcher(dir, true);
    FieldScoreQuery qValSrc = new FieldScoreQuery(field, tp); // a query that would score by the field
    QueryParser qp = new QueryParser(TEST_VERSION_CURRENT, TEXT_FIELD, anlzr);
    String qtxt = "first aid text"; // from the doc texts in FunctionQuerySetup.

    // regular (boolean) query.
    Query q1 = qp.parse(qtxt);
    log(q1);

    // custom query, that should score the same as q1.
    Query q2CustomNeutral = new CustomScoreQuery(q1);
    q2CustomNeutral.setBoost(boost);
    log(q2CustomNeutral);

    // custom query, that should (by default) multiply the scores of q1 by that of the field
    CustomScoreQuery q3CustomMul = new CustomScoreQuery(q1, qValSrc);
    q3CustomMul.setStrict(true);
    q3CustomMul.setBoost(boost);
    log(q3CustomMul);

    // custom query, that should add the scores of q1 to that of the field
    CustomScoreQuery q4CustomAdd = new CustomAddQuery(q1, qValSrc);
    q4CustomAdd.setStrict(true);
    q4CustomAdd.setBoost(boost);
    log(q4CustomAdd);

    // custom query, that multiplies and adds the field score to that of q1
    CustomScoreQuery q5CustomMulAdd = new CustomMulAddQuery(q1, qValSrc, qValSrc);
    q5CustomMulAdd.setStrict(true);
    q5CustomMulAdd.setBoost(boost);
    log(q5CustomMulAdd);

    // do al the searches 
    TopDocs td1 = s.search(q1, null, 1000);
    TopDocs td2CustomNeutral = s.search(q2CustomNeutral, null, 1000);
    TopDocs td3CustomMul = s.search(q3CustomMul, null, 1000);
    TopDocs td4CustomAdd = s.search(q4CustomAdd, null, 1000);
    TopDocs td5CustomMulAdd = s.search(q5CustomMulAdd, null, 1000);

    // put results in map so we can verify the scores although they have changed
    Map<Integer,Float> h1               = topDocsToMap(td1);
    Map<Integer,Float> h2CustomNeutral  = topDocsToMap(td2CustomNeutral);
    Map<Integer,Float> h3CustomMul      = topDocsToMap(td3CustomMul);
    Map<Integer,Float> h4CustomAdd      = topDocsToMap(td4CustomAdd);
    Map<Integer,Float> h5CustomMulAdd   = topDocsToMap(td5CustomMulAdd);
    
    verifyResults(boost, s, 
        h1, h2CustomNeutral, h3CustomMul, h4CustomAdd, h5CustomMulAdd,
        q1, q2CustomNeutral, q3CustomMul, q4CustomAdd, q5CustomMulAdd);
    s.close();
  }

  // verify results are as expected.
  private void verifyResults(float boost, IndexSearcher s, 
      Map<Integer,Float> h1, Map h2customNeutral, Map h3CustomMul, Map h4CustomAdd, Map h5CustomMulAdd,
      Query q1, Query q2, Query q3, Query q4, Query q5) throws Exception {
    
    // verify numbers of matches
    log("#hits = "+h1.size());
    assertEquals("queries should have same #hits",h1.size(),h2customNeutral.size());
    assertEquals("queries should have same #hits",h1.size(),h3CustomMul.size());
    assertEquals("queries should have same #hits",h1.size(),h4CustomAdd.size());
    assertEquals("queries should have same #hits",h1.size(),h5CustomMulAdd.size());

    QueryUtils.check(random, q1,s);
    QueryUtils.check(random, q2,s);
    QueryUtils.check(random, q3,s);
    QueryUtils.check(random, q4,s);
    QueryUtils.check(random, q5,s);

    // verify scores ratios
    for (final Integer doc : h1.keySet()) {

      log("doc = "+doc);

      float fieldScore = expectedFieldScore(s.getIndexReader().document(doc).get(ID_FIELD));
      log("fieldScore = " + fieldScore);
      assertTrue("fieldScore should not be 0", fieldScore > 0);

      float score1 = h1.get(doc);
      logResult("score1=", s, q1, doc, score1);
      
      float score2 = h2customNeutral.get(doc);
      logResult("score2=", s, q2, doc, score2);
      assertEquals("same score (just boosted) for neutral", boost * score1, score2, TEST_SCORE_TOLERANCE_DELTA);

      float score3 = h3CustomMul.get(doc);
      logResult("score3=", s, q3, doc, score3);
      assertEquals("new score for custom mul", boost * fieldScore * score1, score3, TEST_SCORE_TOLERANCE_DELTA);
      
      float score4 = h4CustomAdd.get(doc);
      logResult("score4=", s, q4, doc, score4);
      assertEquals("new score for custom add", boost * (fieldScore + score1), score4, TEST_SCORE_TOLERANCE_DELTA);
      
      float score5 = h5CustomMulAdd.get(doc);
      logResult("score5=", s, q5, doc, score5);
      assertEquals("new score for custom mul add", boost * fieldScore * (score1 + fieldScore), score5, TEST_SCORE_TOLERANCE_DELTA);
    }
  }

  private void logResult(String msg, Searcher s, Query q, int doc, float score1) throws IOException {
    log(msg+" "+score1);
    log("Explain by: "+q);
    log(s.explain(q,doc));
  }

  // since custom scoring modifies the order of docs, map results 
  // by doc ids so that we can later compare/verify them 
  private Map<Integer,Float> topDocsToMap(TopDocs td) {
    Map<Integer,Float> h = new HashMap();
    for (int i=0; i<td.totalHits; i++) {
      h.put(td.scoreDocs[i].doc, td.scoreDocs[i].score);
    }
    return h;
  }

}

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