package org.apache.lucene.misc;
/*
* 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.index.AtomicReader;
import org.apache.lucene.index.AtomicReaderContext;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.MultiFields;
import org.apache.lucene.index.Fields;
import org.apache.lucene.index.ReaderUtil;
import org.apache.lucene.index.Term;
import org.apache.lucene.index.TermsEnum;
import org.apache.lucene.index.Terms;
import org.apache.lucene.index.DocsEnum;
import org.apache.lucene.search.DocIdSetIterator;
import org.apache.lucene.store.FSDirectory;
import org.apache.lucene.util.PriorityQueue;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.Bits;
import java.io.File;
import java.io.IOException;
import java.util.Arrays;
import java.util.Comparator;
/**
* <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 DEFAULTnumTerms = 100;
public static int numTerms = DEFAULTnumTerms;
public static void main(String[] args) throws Exception {
IndexReader reader = null;
FSDirectory dir = null;
String field = null;
boolean IncludeTermFreqs = false;
if (args.length == 0 || args.length > 4) {
usage();
System.exit(1);
}
if (args.length > 0) {
dir = FSDirectory.open(new File(args[0]));
}
for (int i = 1; i < args.length; i++) {
if (args[i].equals("-t")) {
IncludeTermFreqs = true;
}
else{
try {
numTerms = Integer.parseInt(args[i]);
} catch (NumberFormatException e) {
field=args[i];
}
}
}
reader = DirectoryReader.open(dir);
TermStats[] terms = getHighFreqTerms(reader, numTerms, field);
if (!IncludeTermFreqs) {
//default HighFreqTerms behavior
for (int i = 0; i < terms.length; i++) {
System.out.printf("%s:%s %,d \n",
terms[i].field, terms[i].termtext.utf8ToString(), terms[i].docFreq);
}
}
else{
TermStats[] termsWithTF = sortByTotalTermFreq(reader, terms);
for (int i = 0; i < termsWithTF.length; i++) {
System.out.printf("%s:%s \t totalTF = %,d \t doc freq = %,d \n",
termsWithTF[i].field, termsWithTF[i].termtext.utf8ToString(),
termsWithTF[i].totalTermFreq, termsWithTF[i].docFreq);
}
}
reader.close();
}
private static void usage() {
System.out
.println("\n\n"
+ "java org.apache.lucene.misc.HighFreqTerms <index dir> [-t] [number_terms] [field]\n\t -t: include totalTermFreq\n\n");
}
/**
* Returns TermStats[] ordered by terms with highest docFreq first.
*/
public static TermStats[] getHighFreqTerms(IndexReader reader, int numTerms, String field) throws Exception {
TermStatsQueue tiq = null;
if (field != null) {
Fields fields = MultiFields.getFields(reader);
if (fields == null) {
throw new RuntimeException("field " + field + " not found");
}
Terms terms = fields.terms(field);
if (terms != null) {
TermsEnum termsEnum = terms.iterator(null);
tiq = new TermStatsQueue(numTerms);
tiq.fill(field, termsEnum);
}
} else {
Fields fields = MultiFields.getFields(reader);
if (fields == null) {
throw new RuntimeException("no fields found for this index");
}
tiq = new TermStatsQueue(numTerms);
for (String fieldName : fields) {
Terms terms = fields.terms(fieldName);
if (terms != null) {
tiq.fill(fieldName, terms.iterator(null));
}
}
}
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;
}
/**
* Takes array of TermStats. For each term looks up the tf for each doc
* containing the term and stores the total in the output array of TermStats.
* Output array is sorted by highest total tf.
*
* @param terms
* TermStats[]
* @return TermStats[]
*/
public static TermStats[] sortByTotalTermFreq(IndexReader reader, TermStats[] terms) throws Exception {
TermStats[] ts = new TermStats[terms.length]; // array for sorting
long totalTF;
for (int i = 0; i < terms.length; i++) {
totalTF = getTotalTermFreq(reader, new Term(terms[i].field, terms[i].termtext));
ts[i] = new TermStats(terms[i].field, terms[i].termtext, terms[i].docFreq, totalTF);
}
Comparator<TermStats> c = new TotalTermFreqComparatorSortDescending();
Arrays.sort(ts, c);
return ts;
}
public static long getTotalTermFreq(IndexReader reader, Term term) throws Exception {
long totalTF = 0L;
for (final AtomicReaderContext ctx : reader.leaves()) {
AtomicReader r = ctx.reader();
if (!r.hasDeletions()) {
// TODO: we could do this up front, during the scan
// (next()), instead of after-the-fact here w/ seek,
// if the codec supports it and there are no del
// docs...
final long totTF = r.totalTermFreq(term);
if (totTF != -1) {
totalTF += totTF;
continue;
} // otherwise we fall-through
}
// note: what should we do if field omits freqs? currently it counts as 1...
DocsEnum de = r.termDocsEnum(term);
if (de != null) {
while (de.nextDoc() != DocIdSetIterator.NO_MORE_DOCS)
totalTF += de.freq();
}
}
return totalTF;
}
}
/**
* Comparator
*
* Reverse of normal Comparator. i.e. returns 1 if a.totalTermFreq is less than
* b.totalTermFreq So we can sort in descending order of totalTermFreq
*/
final class TotalTermFreqComparatorSortDescending implements Comparator<TermStats> {
@Override
public int compare(TermStats a, TermStats b) {
if (a.totalTermFreq < b.totalTermFreq) {
return 1;
} else if (a.totalTermFreq > b.totalTermFreq) {
return -1;
} else {
return 0;
}
}
}
/**
* Priority queue for TermStats objects ordered by docFreq
**/
final class TermStatsQueue extends PriorityQueue<TermStats> {
TermStatsQueue(int size) {
super(size);
}
@Override
protected boolean lessThan(TermStats termInfoA, TermStats termInfoB) {
return termInfoA.docFreq < termInfoB.docFreq;
}
protected void fill(String field, TermsEnum termsEnum) throws IOException {
while (true) {
BytesRef term = termsEnum.next();
if (term != null) {
insertWithOverflow(new TermStats(field, term, termsEnum.docFreq()));
} else {
break;
}
}
}
}