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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
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 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
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package org.apache.lucene.misc;

import java.io.IOException;
import java.nio.file.Paths;
import java.util.Collection;
import java.util.Comparator;
import java.util.Locale;

import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.FieldInfos;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.MultiTerms;
import org.apache.lucene.index.Terms;
import org.apache.lucene.index.TermsEnum;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.FSDirectory;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.PriorityQueue;
import org.apache.lucene.util.SuppressForbidden;

HighFreqTerms class extracts the top n most frequent terms (by document frequency) from an existing Lucene index and reports their document frequency.

If the -t flag is given, both document frequency and total tf (total number of occurrences) are reported, ordered by descending total tf.

/** * <code>HighFreqTerms</code> class extracts the top n most frequent terms * (by document frequency) from an existing Lucene index and reports their * document frequency. * <p> * If the -t flag is given, both document frequency and total tf (total * number of occurrences) are reported, ordered by descending total tf. * */
public class HighFreqTerms { // The top numTerms will be displayed public static final int DEFAULT_NUMTERMS = 100; @SuppressForbidden(reason = "System.out required: command line tool") public static void main(String[] args) throws Exception { String field = null; int numTerms = DEFAULT_NUMTERMS; if (args.length == 0 || args.length > 4) { usage(); System.exit(1); } Directory dir = FSDirectory.open(Paths.get(args[0])); Comparator<TermStats> comparator = new DocFreqComparator(); for (int i = 1; i < args.length; i++) { if (args[i].equals("-t")) { comparator = new TotalTermFreqComparator(); } else{ try { numTerms = Integer.parseInt(args[i]); } catch (NumberFormatException e) { field=args[i]; } } } IndexReader reader = DirectoryReader.open(dir); TermStats[] terms = getHighFreqTerms(reader, numTerms, field, comparator); for (int i = 0; i < terms.length; i++) { System.out.printf(Locale.ROOT, "%s:%s \t totalTF = %,d \t docFreq = %,d \n", terms[i].field, terms[i].termtext.utf8ToString(), terms[i].totalTermFreq, terms[i].docFreq); } reader.close(); } @SuppressForbidden(reason = "System.out required: command line tool") private static void usage() { System.out .println("\n\n" + "java org.apache.lucene.misc.HighFreqTerms <index dir> [-t] [number_terms] [field]\n\t -t: order by totalTermFreq\n\n"); }
Returns TermStats[] ordered by the specified comparator
/** * Returns TermStats[] ordered by the specified comparator */
public static TermStats[] getHighFreqTerms(IndexReader reader, int numTerms, String field, Comparator<TermStats> comparator) throws Exception { TermStatsQueue tiq = null; if (field != null) { Terms terms = MultiTerms.getTerms(reader, field); if (terms == null) { throw new RuntimeException("field " + field + " not found"); } TermsEnum termsEnum = terms.iterator(); tiq = new TermStatsQueue(numTerms, comparator); tiq.fill(field, termsEnum); } else { Collection<String> fields = FieldInfos.getIndexedFields(reader); if (fields.size() == 0) { throw new RuntimeException("no fields found for this index"); } tiq = new TermStatsQueue(numTerms, comparator); for (String fieldName : fields) { Terms terms = MultiTerms.getTerms(reader, fieldName); if (terms != null) { tiq.fill(fieldName, terms.iterator()); } } } TermStats[] result = new TermStats[tiq.size()]; // we want highest first so we read the queue and populate the array // starting at the end and work backwards int count = tiq.size() - 1; while (tiq.size() != 0) { result[count] = tiq.pop(); count--; } return result; }
Compares terms by docTermFreq
/** * Compares terms by docTermFreq */
public static final class DocFreqComparator implements Comparator<TermStats> { @Override public int compare(TermStats a, TermStats b) { int res = Long.compare(a.docFreq, b.docFreq); if (res == 0) { res = a.field.compareTo(b.field); if (res == 0) { res = a.termtext.compareTo(b.termtext); } } return res; } }
Compares terms by totalTermFreq
/** * Compares terms by totalTermFreq */
public static final class TotalTermFreqComparator implements Comparator<TermStats> { @Override public int compare(TermStats a, TermStats b) { int res = Long.compare(a.totalTermFreq, b.totalTermFreq); if (res == 0) { res = a.field.compareTo(b.field); if (res == 0) { res = a.termtext.compareTo(b.termtext); } } return res; } }
Priority queue for TermStats objects
/** * Priority queue for TermStats objects **/
static final class TermStatsQueue extends PriorityQueue<TermStats> { final Comparator<TermStats> comparator; TermStatsQueue(int size, Comparator<TermStats> comparator) { super(size); this.comparator = comparator; } @Override protected boolean lessThan(TermStats termInfoA, TermStats termInfoB) { return comparator.compare(termInfoA, termInfoB) < 0; } protected void fill(String field, TermsEnum termsEnum) throws IOException { BytesRef term = null; while ((term = termsEnum.next()) != null) { insertWithOverflow(new TermStats(field, term, termsEnum.docFreq(), termsEnum.totalTermFreq())); } } } }