edu.mit.ll.vizlinc.highlight.QueryTermExtractor.java Source code

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package edu.mit.ll.vizlinc.highlight;
/**
 * 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 java.io.IOException;
import java.util.HashSet;
import java.util.Iterator;

import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.Term;
import org.apache.lucene.search.BooleanClause;
import org.apache.lucene.search.BooleanQuery;
import org.apache.lucene.search.FilteredQuery;
import org.apache.lucene.search.Query;
import org.apache.lucene.util.StringHelper;

/**
 * Utility class used to extract the terms used in a query, plus any weights.
 * This class will not find terms for MultiTermQuery, TermRangeQuery and PrefixQuery classes
 * so the caller must pass a rewritten query (see Query.rewrite) to obtain a list of 
 * expanded terms. 
 * 
 */
public final class QueryTermExtractor {

    /**
     * Extracts all terms texts of a given Query into an array of WeightedTerms
     *
     * @param query      Query to extract term texts from
     * @return an array of the terms used in a query, plus their weights.
     */
    public static final WeightedTerm[] getTerms(Query query) {
        return getTerms(query, false);
    }

    /**
     * Extracts all terms texts of a given Query into an array of WeightedTerms
     *
     * @param query      Query to extract term texts from
     * @param reader used to compute IDF which can be used to a) score selected fragments better 
     * b) use graded highlights eg changing intensity of font color
     * @param fieldName the field on which Inverse Document Frequency (IDF) calculations are based
     * @return an array of the terms used in a query, plus their weights.
     */
    public static final WeightedTerm[] getIdfWeightedTerms(Query query, IndexReader reader, String fieldName) {
        WeightedTerm[] terms = getTerms(query, false, fieldName);
        int totalNumDocs = reader.numDocs();
        for (int i = 0; i < terms.length; i++) {
            try {
                int docFreq = reader.docFreq(new Term(fieldName, terms[i].term));
                // docFreq counts deletes
                if (totalNumDocs < docFreq) {
                    docFreq = totalNumDocs;
                }
                //IDF algorithm taken from DefaultSimilarity class
                float idf = (float) (Math.log((float) totalNumDocs / (double) (docFreq + 1)) + 1.0);
                terms[i].weight *= idf;
            } catch (IOException e) {
                //ignore 
            }
        }
        return terms;
    }

    /**
     * Extracts all terms texts of a given Query into an array of WeightedTerms
     *
     * @param query      Query to extract term texts from
     * @param prohibited <code>true</code> to extract "prohibited" terms, too
     * @param fieldName  The fieldName used to filter query terms
    * @return an array of the terms used in a query, plus their weights.
    */
    public static final WeightedTerm[] getTerms(Query query, boolean prohibited, String fieldName) {
        HashSet<WeightedTerm> terms = new HashSet<WeightedTerm>();
        if (fieldName != null) {
            fieldName = StringHelper.intern(fieldName);
        }
        getTerms(query, terms, prohibited, fieldName);
        return terms.toArray(new WeightedTerm[0]);
    }

    /**
     * Extracts all terms texts of a given Query into an array of WeightedTerms
     *
     * @param query      Query to extract term texts from
     * @param prohibited <code>true</code> to extract "prohibited" terms, too
    * @return an array of the terms used in a query, plus their weights.
    */
    public static final WeightedTerm[] getTerms(Query query, boolean prohibited) {
        return getTerms(query, prohibited, null);
    }

    //fieldname MUST be interned prior to this call
    private static final void getTerms(Query query, HashSet<WeightedTerm> terms, boolean prohibited,
            String fieldName) {
        try {
            if (query instanceof BooleanQuery)
                getTermsFromBooleanQuery((BooleanQuery) query, terms, prohibited, fieldName);
            else if (query instanceof FilteredQuery)
                getTermsFromFilteredQuery((FilteredQuery) query, terms, prohibited, fieldName);
            else {
                HashSet<Term> nonWeightedTerms = new HashSet<Term>();
                query.extractTerms(nonWeightedTerms);
                for (Iterator<Term> iter = nonWeightedTerms.iterator(); iter.hasNext();) {
                    Term term = iter.next();
                    if ((fieldName == null) || (term.field() == fieldName)) {
                        terms.add(new WeightedTerm(query.getBoost(), term.text()));
                    }
                }
            }
        } catch (UnsupportedOperationException ignore) {
            //this is non-fatal for our purposes
        }
    }

    /**
     * extractTerms is currently the only query-independent means of introspecting queries but it only reveals
     * a list of terms for that query - not the boosts each individual term in that query may or may not have.
     * "Container" queries such as BooleanQuery should be unwrapped to get at the boost info held
     * in each child element. 
     * Some discussion around this topic here:
     * http://www.gossamer-threads.com/lists/lucene/java-dev/34208?search_string=introspection;#34208
     * Unfortunately there seemed to be limited interest in requiring all Query objects to implement
     * something common which would allow access to child queries so what follows here are query-specific
     * implementations for accessing embedded query elements. 
     */
    private static final void getTermsFromBooleanQuery(BooleanQuery query, HashSet<WeightedTerm> terms,
            boolean prohibited, String fieldName) {
        BooleanClause[] queryClauses = query.getClauses();
        for (int i = 0; i < queryClauses.length; i++) {
            if (prohibited || queryClauses[i].getOccur() != BooleanClause.Occur.MUST_NOT)
                getTerms(queryClauses[i].getQuery(), terms, prohibited, fieldName);
        }
    }

    private static void getTermsFromFilteredQuery(FilteredQuery query, HashSet<WeightedTerm> terms,
            boolean prohibited, String fieldName) {
        getTerms(query.getQuery(), terms, prohibited, fieldName);
    }

}