/*
* 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.lucene.search.suggest;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.Set;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.MockAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.document.NumericDocValuesField;
import org.apache.lucene.document.StoredField;
import org.apache.lucene.document.TextField;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.index.IndexableField;
import org.apache.lucene.index.LeafReaderContext;
import org.apache.lucene.index.RandomIndexWriter;
import org.apache.lucene.index.Term;
import org.apache.lucene.search.DoubleValues;
import org.apache.lucene.search.LongValues;
import org.apache.lucene.search.LongValuesSource;
import org.apache.lucene.search.spell.Dictionary;
import org.apache.lucene.store.Directory;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.IOUtils;
import org.apache.lucene.util.LuceneTestCase;
import org.junit.Test;
public class DocumentValueSourceDictionaryTest extends LuceneTestCase {
static final String FIELD_NAME = "f1";
static final String WEIGHT_FIELD_NAME_1 = "w1";
static final String WEIGHT_FIELD_NAME_2 = "w2";
static final String WEIGHT_FIELD_NAME_3 = "w3";
static final String PAYLOAD_FIELD_NAME = "p1";
static final String CONTEXTS_FIELD_NAME = "c1";
@Test
public void testValueSourceEmptyReader() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
// Make sure the index is created?
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, LongValuesSource.constant(10), PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
assertNull(inputIterator.next());
assertEquals(inputIterator.weight(), 0);
assertNull(inputIterator.payload());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testLongValuesSourceEmptyReader() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
// Make sure the index is created?
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, LongValuesSource.constant(10), PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
assertNull(inputIterator.next());
assertEquals(inputIterator.weight(), 0);
assertNull(inputIterator.payload());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testValueSourceBasic() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource s = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, s, PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
private static LongValuesSource sum(String... fields) {
LongValuesSource[] sources = new LongValuesSource[fields.length];
for (int i = 0; i < fields.length; i++) {
sources[i] = LongValuesSource.fromLongField(fields[i]);
}
return new LongValuesSource() {
@Override
public LongValues getValues(LeafReaderContext ctx, DoubleValues scores) throws IOException {
LongValues[] values = new LongValues[fields.length];
for (int i = 0; i < sources.length; i++) {
values[i] = sources[i].getValues(ctx, scores);
}
return new LongValues() {
@Override
public long longValue() throws IOException {
long v = 0;
for (LongValues value : values) {
v += value.longValue();
}
return v;
}
@Override
public boolean advanceExact(int doc) throws IOException {
boolean v = true;
for (LongValues value : values) {
v &= value.advanceExact(doc);
}
return v;
}
};
}
@Override
public boolean needsScores() {
return false;
}
};
}
@Test
public void testLongValuesSourceBasic() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource sumValueSource = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, sumValueSource, PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testValueSourceWithContext() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource s = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, s, PAYLOAD_FIELD_NAME, CONTEXTS_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
Set<BytesRef> originalCtxs = new HashSet<>();
for (IndexableField ctxf: doc.getFields(CONTEXTS_FIELD_NAME)) {
originalCtxs.add(ctxf.binaryValue());
}
assertEquals(originalCtxs, inputIterator.contexts());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testLongValuesSourceWithContext() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource sumValues = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, sumValues, PAYLOAD_FIELD_NAME, CONTEXTS_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
Set<BytesRef> originalCtxs = new HashSet<>();
for (IndexableField ctxf: doc.getFields(CONTEXTS_FIELD_NAME)) {
originalCtxs.add(ctxf.binaryValue());
}
assertEquals(originalCtxs, inputIterator.contexts());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testValueSourceWithoutPayload() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource s = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, s);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
assertNull(inputIterator.payload());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testLongValuesSourceWithoutPayload() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
LongValuesSource sumValues = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2, WEIGHT_FIELD_NAME_3);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, sumValues);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
long w3 = doc.getField(WEIGHT_FIELD_NAME_3).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), (w1 + w2 + w3));
assertNull(inputIterator.payload());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testValueSourceWithDeletions() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
Random rand = random();
List<String> termsToDel = new ArrayList<>();
for(Document doc : docs.values()) {
if(rand.nextBoolean() && termsToDel.size() < docs.size()-1) {
termsToDel.add(doc.get(FIELD_NAME));
}
writer.addDocument(doc);
}
writer.commit();
Term[] delTerms = new Term[termsToDel.size()];
for(int i=0; i < termsToDel.size() ; i++) {
delTerms[i] = new Term(FIELD_NAME, termsToDel.get(i));
}
for(Term delTerm: delTerms) {
writer.deleteDocuments(delTerm);
}
writer.commit();
writer.close();
for(String termToDel: termsToDel) {
assertTrue(null!=docs.remove(termToDel));
}
IndexReader ir = DirectoryReader.open(dir);
assertTrue("NumDocs should be > 0 but was " + ir.numDocs(), ir.numDocs() > 0);
assertEquals(ir.numDocs(), docs.size());
LongValuesSource s = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, s, PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), w2+w1);
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testLongValuesSourceWithDeletions() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
Random rand = random();
List<String> termsToDel = new ArrayList<>();
for(Document doc : docs.values()) {
if(rand.nextBoolean() && termsToDel.size() < docs.size()-1) {
termsToDel.add(doc.get(FIELD_NAME));
}
writer.addDocument(doc);
}
writer.commit();
Term[] delTerms = new Term[termsToDel.size()];
for(int i=0; i < termsToDel.size() ; i++) {
delTerms[i] = new Term(FIELD_NAME, termsToDel.get(i));
}
for(Term delTerm: delTerms) {
writer.deleteDocuments(delTerm);
}
writer.commit();
writer.close();
for(String termToDel: termsToDel) {
assertTrue(null!=docs.remove(termToDel));
}
IndexReader ir = DirectoryReader.open(dir);
assertTrue("NumDocs should be > 0 but was " + ir.numDocs(), ir.numDocs() > 0);
assertEquals(ir.numDocs(), docs.size());
LongValuesSource sumValues = sum(WEIGHT_FIELD_NAME_1, WEIGHT_FIELD_NAME_2);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, sumValues, PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
long w1 = doc.getField(WEIGHT_FIELD_NAME_1).numericValue().longValue();
long w2 = doc.getField(WEIGHT_FIELD_NAME_2).numericValue().longValue();
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), w2+w1);
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testWithValueSource() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, LongValuesSource.constant(10), PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), 10);
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
@Test
public void testWithLongValuesSource() throws IOException {
Directory dir = newDirectory();
Analyzer analyzer = new MockAnalyzer(random());
IndexWriterConfig iwc = newIndexWriterConfig(analyzer);
iwc.setMergePolicy(newLogMergePolicy());
RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
Map<String, Document> docs = generateIndexDocuments(atLeast(100));
for(Document doc: docs.values()) {
writer.addDocument(doc);
}
writer.commit();
writer.close();
IndexReader ir = DirectoryReader.open(dir);
Dictionary dictionary = new DocumentValueSourceDictionary(ir, FIELD_NAME, LongValuesSource.constant(10), PAYLOAD_FIELD_NAME);
InputIterator inputIterator = dictionary.getEntryIterator();
BytesRef f;
while((f = inputIterator.next())!=null) {
Document doc = docs.remove(f.utf8ToString());
assertTrue(f.equals(new BytesRef(doc.get(FIELD_NAME))));
assertEquals(inputIterator.weight(), 10);
IndexableField payloadField = doc.getField(PAYLOAD_FIELD_NAME);
if (payloadField == null) assertTrue(inputIterator.payload().length == 0);
else assertEquals(inputIterator.payload(), payloadField.binaryValue());
}
assertTrue(docs.isEmpty());
IOUtils.close(ir, analyzer, dir);
}
private Map<String, Document> generateIndexDocuments(int ndocs) {
Map<String, Document> docs = new HashMap<>();
for(int i = 0; i < ndocs ; i++) {
Field field = new TextField(FIELD_NAME, "field_" + i, Field.Store.YES);
Field weight1 = new NumericDocValuesField(WEIGHT_FIELD_NAME_1, 10 + i);
Field weight2 = new NumericDocValuesField(WEIGHT_FIELD_NAME_2, 20 + i);
Field weight3 = new NumericDocValuesField(WEIGHT_FIELD_NAME_3, 30 + i);
Field contexts = new StoredField(CONTEXTS_FIELD_NAME, new BytesRef("ctx_" + i + "_0"));
Document doc = new Document();
doc.add(field);
// even if payload is not required usually have it
if (usually()) {
Field payload = new StoredField(PAYLOAD_FIELD_NAME, new BytesRef("payload_" + i));
doc.add(payload);
}
doc.add(weight1);
doc.add(weight2);
doc.add(weight3);
doc.add(contexts);
for(int j = 1; j < atLeast(3); j++) {
contexts.setBytesValue(new BytesRef("ctx_" + i + "_" + j));
doc.add(contexts);
}
docs.put(field.stringValue(), doc);
}
return docs;
}
}