package org.apache.lucene.index.memory;
/*
* 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.BufferedReader;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.util.HashSet;
import java.util.Set;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.BaseTokenStreamTestCase;
import org.apache.lucene.analysis.CannedTokenStream;
import org.apache.lucene.analysis.MockAnalyzer;
import org.apache.lucene.analysis.MockTokenFilter;
import org.apache.lucene.analysis.MockTokenizer;
import org.apache.lucene.analysis.Token;
import org.apache.lucene.analysis.TokenFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.Tokenizer;
import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
import org.apache.lucene.codecs.lucene41.Lucene41PostingsFormat;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.Field;
import org.apache.lucene.document.FieldType;
import org.apache.lucene.document.TextField;
import org.apache.lucene.index.AtomicReader;
import org.apache.lucene.index.CompositeReader;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.DocsAndPositionsEnum;
import org.apache.lucene.index.DocsEnum;
import org.apache.lucene.index.Fields;
import org.apache.lucene.index.IndexReader;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.index.IndexableField;
import org.apache.lucene.index.NumericDocValues;
import org.apache.lucene.index.SlowCompositeReaderWrapper;
import org.apache.lucene.index.Term;
import org.apache.lucene.index.Terms;
import org.apache.lucene.index.TermsEnum;
import org.apache.lucene.queryparser.classic.QueryParser;
import org.apache.lucene.search.DocIdSetIterator;
import org.apache.lucene.search.IndexSearcher;
import org.apache.lucene.search.PhraseQuery;
import org.apache.lucene.search.RegexpQuery;
import org.apache.lucene.search.TermQuery;
import org.apache.lucene.search.TopDocs;
import org.apache.lucene.search.spans.SpanMultiTermQueryWrapper;
import org.apache.lucene.search.spans.SpanOrQuery;
import org.apache.lucene.search.spans.SpanQuery;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.RAMDirectory;
import org.apache.lucene.util.ByteBlockPool.Allocator;
import org.apache.lucene.util.ByteBlockPool;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.IOUtils;
import org.apache.lucene.util.LineFileDocs;
import org.apache.lucene.util.RamUsageEstimator;
import org.apache.lucene.util.RecyclingByteBlockAllocator;
import org.apache.lucene.util.TestUtil;
import static org.hamcrest.CoreMatchers.equalTo;
/**
* Verifies that Lucene MemoryIndex and RAMDirectory have the same behaviour,
* returning the same results for queries on some randomish indexes.
*/
public class MemoryIndexTest extends BaseTokenStreamTestCase {
private Set<String> queries = new HashSet<>();
public static final int ITERATIONS = 100 * RANDOM_MULTIPLIER;
@Override
public void setUp() throws Exception {
super.setUp();
queries.addAll(readQueries("testqueries.txt"));
queries.addAll(readQueries("testqueries2.txt"));
}
/**
* read a set of queries from a resource file
*/
private Set<String> readQueries(String resource) throws IOException {
Set<String> queries = new HashSet<>();
InputStream stream = getClass().getResourceAsStream(resource);
BufferedReader reader = new BufferedReader(new InputStreamReader(stream, "UTF-8"));
String line = null;
while ((line = reader.readLine()) != null) {
line = line.trim();
if (line.length() > 0 && !line.startsWith("#") && !line.startsWith("//")) {
queries.add(line);
}
}
return queries;
}
/**
* runs random tests, up to ITERATIONS times.
*/
public void testRandomQueries() throws Exception {
MemoryIndex index = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
for (int i = 0; i < ITERATIONS; i++) {
assertAgainstRAMDirectory(index);
}
}
/**
* Build a randomish document for both RAMDirectory and MemoryIndex,
* and run all the queries against it.
*/
public void assertAgainstRAMDirectory(MemoryIndex memory) throws Exception {
memory.reset();
StringBuilder fooField = new StringBuilder();
StringBuilder termField = new StringBuilder();
// add up to 250 terms to field "foo"
final int numFooTerms = random().nextInt(250 * RANDOM_MULTIPLIER);
for (int i = 0; i < numFooTerms; i++) {
fooField.append(" ");
fooField.append(randomTerm());
}
// add up to 250 terms to field "term"
final int numTermTerms = random().nextInt(250 * RANDOM_MULTIPLIER);
for (int i = 0; i < numTermTerms; i++) {
termField.append(" ");
termField.append(randomTerm());
}
Directory ramdir = new RAMDirectory();
Analyzer analyzer = randomAnalyzer();
IndexWriter writer = new IndexWriter(ramdir,
new IndexWriterConfig(TEST_VERSION_CURRENT, analyzer).setCodec(TestUtil.alwaysPostingsFormat(new Lucene41PostingsFormat())));
Document doc = new Document();
Field field1 = newTextField("foo", fooField.toString(), Field.Store.NO);
Field field2 = newTextField("term", termField.toString(), Field.Store.NO);
doc.add(field1);
doc.add(field2);
writer.addDocument(doc);
writer.close();
memory.addField("foo", fooField.toString(), analyzer);
memory.addField("term", termField.toString(), analyzer);
if (VERBOSE) {
System.out.println("Random MemoryIndex:\n" + memory.toString());
System.out.println("Same index as RAMDirectory: " +
RamUsageEstimator.humanReadableUnits(RamUsageEstimator.sizeOf(ramdir)));
System.out.println();
} else {
assertTrue(memory.getMemorySize() > 0L);
}
AtomicReader reader = (AtomicReader) memory.createSearcher().getIndexReader();
DirectoryReader competitor = DirectoryReader.open(ramdir);
duellReaders(competitor, reader);
IOUtils.close(reader, competitor);
assertAllQueries(memory, ramdir, analyzer);
ramdir.close();
}
private void duellReaders(CompositeReader other, AtomicReader memIndexReader)
throws IOException {
AtomicReader competitor = SlowCompositeReaderWrapper.wrap(other);
Fields memFields = memIndexReader.fields();
for (String field : competitor.fields()) {
Terms memTerms = memFields.terms(field);
Terms iwTerms = memIndexReader.terms(field);
if (iwTerms == null) {
assertNull(memTerms);
} else {
NumericDocValues normValues = competitor.getNormValues(field);
NumericDocValues memNormValues = memIndexReader.getNormValues(field);
if (normValues != null) {
// mem idx always computes norms on the fly
assertNotNull(memNormValues);
assertEquals(normValues.get(0), memNormValues.get(0));
}
assertNotNull(memTerms);
assertEquals(iwTerms.getDocCount(), memTerms.getDocCount());
assertEquals(iwTerms.getSumDocFreq(), memTerms.getSumDocFreq());
assertEquals(iwTerms.getSumTotalTermFreq(), memTerms.getSumTotalTermFreq());
TermsEnum iwTermsIter = iwTerms.iterator(null);
TermsEnum memTermsIter = memTerms.iterator(null);
if (iwTerms.hasPositions()) {
final boolean offsets = iwTerms.hasOffsets() && memTerms.hasOffsets();
while(iwTermsIter.next() != null) {
assertNotNull(memTermsIter.next());
assertEquals(iwTermsIter.term(), memTermsIter.term());
DocsAndPositionsEnum iwDocsAndPos = iwTermsIter.docsAndPositions(null, null);
DocsAndPositionsEnum memDocsAndPos = memTermsIter.docsAndPositions(null, null);
while(iwDocsAndPos.nextDoc() != DocsAndPositionsEnum.NO_MORE_DOCS) {
assertEquals(iwDocsAndPos.docID(), memDocsAndPos.nextDoc());
assertEquals(iwDocsAndPos.freq(), memDocsAndPos.freq());
for (int i = 0; i < iwDocsAndPos.freq(); i++) {
assertEquals("term: " + iwTermsIter.term().utf8ToString(), iwDocsAndPos.nextPosition(), memDocsAndPos.nextPosition());
if (offsets) {
assertEquals(iwDocsAndPos.startOffset(), memDocsAndPos.startOffset());
assertEquals(iwDocsAndPos.endOffset(), memDocsAndPos.endOffset());
}
}
}
}
} else {
while(iwTermsIter.next() != null) {
assertEquals(iwTermsIter.term(), memTermsIter.term());
DocsEnum iwDocsAndPos = iwTermsIter.docs(null, null);
DocsEnum memDocsAndPos = memTermsIter.docs(null, null);
while(iwDocsAndPos.nextDoc() != DocsAndPositionsEnum.NO_MORE_DOCS) {
assertEquals(iwDocsAndPos.docID(), memDocsAndPos.nextDoc());
assertEquals(iwDocsAndPos.freq(), memDocsAndPos.freq());
}
}
}
}
}
}
/**
* Run all queries against both the RAMDirectory and MemoryIndex, ensuring they are the same.
*/
public void assertAllQueries(MemoryIndex memory, Directory ramdir, Analyzer analyzer) throws Exception {
IndexReader reader = DirectoryReader.open(ramdir);
IndexSearcher ram = newSearcher(reader);
IndexSearcher mem = memory.createSearcher();
QueryParser qp = new QueryParser(TEST_VERSION_CURRENT, "foo", analyzer);
for (String query : queries) {
TopDocs ramDocs = ram.search(qp.parse(query), 1);
TopDocs memDocs = mem.search(qp.parse(query), 1);
assertEquals(query, ramDocs.totalHits, memDocs.totalHits);
}
reader.close();
}
/**
* Return a random analyzer (Simple, Stop, Standard) to analyze the terms.
*/
private Analyzer randomAnalyzer() {
switch(random().nextInt(4)) {
case 0: return new MockAnalyzer(random(), MockTokenizer.SIMPLE, true);
case 1: return new MockAnalyzer(random(), MockTokenizer.SIMPLE, true, MockTokenFilter.ENGLISH_STOPSET);
case 2: return new Analyzer() {
@Override
protected TokenStreamComponents createComponents(String fieldName) {
Tokenizer tokenizer = new MockTokenizer();
return new TokenStreamComponents(tokenizer, new CrazyTokenFilter(tokenizer));
}
};
default: return new MockAnalyzer(random(), MockTokenizer.WHITESPACE, false);
}
}
// a tokenfilter that makes all terms starting with 't' empty strings
static final class CrazyTokenFilter extends TokenFilter {
final CharTermAttribute termAtt = addAttribute(CharTermAttribute.class);
CrazyTokenFilter(TokenStream input) {
super(input);
}
@Override
public boolean incrementToken() throws IOException {
if (input.incrementToken()) {
if (termAtt.length() > 0 && termAtt.buffer()[0] == 't') {
termAtt.setLength(0);
}
return true;
} else {
return false;
}
}
};
/**
* Some terms to be indexed, in addition to random words.
* These terms are commonly used in the queries.
*/
private static final String[] TEST_TERMS = {"term", "Term", "tErm", "TERM",
"telm", "stop", "drop", "roll", "phrase", "a", "c", "bar", "blar",
"gack", "weltbank", "worlbank", "hello", "on", "the", "apache", "Apache",
"copyright", "Copyright"};
/**
* half of the time, returns a random term from TEST_TERMS.
* the other half of the time, returns a random unicode string.
*/
private String randomTerm() {
if (random().nextBoolean()) {
// return a random TEST_TERM
return TEST_TERMS[random().nextInt(TEST_TERMS.length)];
} else {
// return a random unicode term
return TestUtil.randomUnicodeString(random());
}
}
public void testDocsEnumStart() throws Exception {
Analyzer analyzer = new MockAnalyzer(random());
MemoryIndex memory = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
memory.addField("foo", "bar", analyzer);
AtomicReader reader = (AtomicReader) memory.createSearcher().getIndexReader();
DocsEnum disi = TestUtil.docs(random(), reader, "foo", new BytesRef("bar"), null, null, DocsEnum.FLAG_NONE);
int docid = disi.docID();
assertEquals(-1, docid);
assertTrue(disi.nextDoc() != DocIdSetIterator.NO_MORE_DOCS);
// now reuse and check again
TermsEnum te = reader.terms("foo").iterator(null);
assertTrue(te.seekExact(new BytesRef("bar")));
disi = te.docs(null, disi, DocsEnum.FLAG_NONE);
docid = disi.docID();
assertEquals(-1, docid);
assertTrue(disi.nextDoc() != DocIdSetIterator.NO_MORE_DOCS);
reader.close();
}
private Allocator randomByteBlockAllocator() {
if (random().nextBoolean()) {
return new RecyclingByteBlockAllocator();
} else {
return new ByteBlockPool.DirectAllocator();
}
}
public void testDocsAndPositionsEnumStart() throws Exception {
Analyzer analyzer = new MockAnalyzer(random());
int numIters = atLeast(3);
MemoryIndex memory = new MemoryIndex(true, random().nextInt(50) * 1024 * 1024);
for (int i = 0; i < numIters; i++) { // check reuse
memory.addField("foo", "bar", analyzer);
AtomicReader reader = (AtomicReader) memory.createSearcher().getIndexReader();
assertEquals(1, reader.terms("foo").getSumTotalTermFreq());
DocsAndPositionsEnum disi = reader.termPositionsEnum(new Term("foo", "bar"));
int docid = disi.docID();
assertEquals(-1, docid);
assertTrue(disi.nextDoc() != DocIdSetIterator.NO_MORE_DOCS);
assertEquals(0, disi.nextPosition());
assertEquals(0, disi.startOffset());
assertEquals(3, disi.endOffset());
// now reuse and check again
TermsEnum te = reader.terms("foo").iterator(null);
assertTrue(te.seekExact(new BytesRef("bar")));
disi = te.docsAndPositions(null, disi);
docid = disi.docID();
assertEquals(-1, docid);
assertTrue(disi.nextDoc() != DocIdSetIterator.NO_MORE_DOCS);
reader.close();
memory.reset();
}
}
// LUCENE-3831
public void testNullPointerException() throws IOException {
RegexpQuery regex = new RegexpQuery(new Term("field", "worl."));
SpanQuery wrappedquery = new SpanMultiTermQueryWrapper<>(regex);
MemoryIndex mindex = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
mindex.addField("field", new MockAnalyzer(random()).tokenStream("field", "hello there"));
// This throws an NPE
assertEquals(0, mindex.search(wrappedquery), 0.00001f);
}
// LUCENE-3831
public void testPassesIfWrapped() throws IOException {
RegexpQuery regex = new RegexpQuery(new Term("field", "worl."));
SpanQuery wrappedquery = new SpanOrQuery(new SpanMultiTermQueryWrapper<>(regex));
MemoryIndex mindex = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
mindex.addField("field", new MockAnalyzer(random()).tokenStream("field", "hello there"));
// This passes though
assertEquals(0, mindex.search(wrappedquery), 0.00001f);
}
public void testSameFieldAddedMultipleTimes() throws IOException {
MemoryIndex mindex = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
MockAnalyzer mockAnalyzer = new MockAnalyzer(random());
mindex.addField("field", "the quick brown fox", mockAnalyzer);
mindex.addField("field", "jumps over the", mockAnalyzer);
AtomicReader reader = (AtomicReader) mindex.createSearcher().getIndexReader();
assertEquals(7, reader.terms("field").getSumTotalTermFreq());
PhraseQuery query = new PhraseQuery();
query.add(new Term("field", "fox"));
query.add(new Term("field", "jumps"));
assertTrue(mindex.search(query) > 0.1);
mindex.reset();
mockAnalyzer.setPositionIncrementGap(1 + random().nextInt(10));
mindex.addField("field", "the quick brown fox", mockAnalyzer);
mindex.addField("field", "jumps over the", mockAnalyzer);
assertEquals(0, mindex.search(query), 0.00001f);
query.setSlop(10);
assertTrue("posGap" + mockAnalyzer.getPositionIncrementGap("field") , mindex.search(query) > 0.0001);
}
public void testNonExistingsField() throws IOException {
MemoryIndex mindex = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
MockAnalyzer mockAnalyzer = new MockAnalyzer(random());
mindex.addField("field", "the quick brown fox", mockAnalyzer);
AtomicReader reader = (AtomicReader) mindex.createSearcher().getIndexReader();
assertNull(reader.getNumericDocValues("not-in-index"));
assertNull(reader.getNormValues("not-in-index"));
assertNull(reader.termDocsEnum(new Term("not-in-index", "foo")));
assertNull(reader.termPositionsEnum(new Term("not-in-index", "foo")));
assertNull(reader.terms("not-in-index"));
}
public void testDuellMemIndex() throws IOException {
LineFileDocs lineFileDocs = new LineFileDocs(random());
int numDocs = atLeast(10);
MemoryIndex memory = new MemoryIndex(random().nextBoolean(), random().nextInt(50) * 1024 * 1024);
for (int i = 0; i < numDocs; i++) {
Directory dir = newDirectory();
MockAnalyzer mockAnalyzer = new MockAnalyzer(random());
mockAnalyzer.setMaxTokenLength(TestUtil.nextInt(random(), 1, IndexWriter.MAX_TERM_LENGTH));
IndexWriter writer = new IndexWriter(dir, newIndexWriterConfig(random(), TEST_VERSION_CURRENT, mockAnalyzer));
Document nextDoc = lineFileDocs.nextDoc();
Document doc = new Document();
for (Field field : nextDoc.getFields()) {
if (field.fieldType().indexed()) {
doc.add(field);
if (random().nextInt(3) == 0) {
doc.add(field); // randomly add the same field twice
}
}
}
writer.addDocument(doc);
writer.close();
for (IndexableField field : doc.indexableFields()) {
memory.addField(field.name(), ((Field)field).stringValue(), mockAnalyzer);
}
DirectoryReader competitor = DirectoryReader.open(dir);
AtomicReader memIndexReader= (AtomicReader) memory.createSearcher().getIndexReader();
duellReaders(competitor, memIndexReader);
IOUtils.close(competitor, memIndexReader);
memory.reset();
dir.close();
}
lineFileDocs.close();
}
// LUCENE-4880
public void testEmptyString() throws IOException {
MemoryIndex memory = new MemoryIndex();
memory.addField("foo", new CannedTokenStream(new Token("", 0, 5)));
IndexSearcher searcher = memory.createSearcher();
TopDocs docs = searcher.search(new TermQuery(new Term("foo", "")), 10);
assertEquals(1, docs.totalHits);
}
public void testDuelMemoryIndexCoreDirectoryWithArrayField() throws Exception {
final String field_name = "text";
MockAnalyzer mockAnalyzer = new MockAnalyzer(random());
if (random().nextBoolean()) {
mockAnalyzer.setOffsetGap(random().nextInt(100));
}
//index into a random directory
FieldType type = new FieldType(TextField.TYPE_STORED);
type.setStoreTermVectorOffsets(true);
type.setStoreTermVectorPayloads(false);
type.setStoreTermVectorPositions(true);
type.setStoreTermVectors(true);
type.freeze();
Document doc = new Document();
doc.add(new Field(field_name, "la la", type));
doc.add(new Field(field_name, "foo bar foo bar foo", type));
Directory dir = newDirectory();
IndexWriter writer = new IndexWriter(dir, newIndexWriterConfig(random(), TEST_VERSION_CURRENT, mockAnalyzer));
writer.updateDocument(new Term("id", "1"), doc);
writer.commit();
writer.close();
DirectoryReader reader = DirectoryReader.open(dir);
//Index document in Memory index
MemoryIndex memIndex = new MemoryIndex(true);
memIndex.addField(field_name, "la la", mockAnalyzer);
memIndex.addField(field_name, "foo bar foo bar foo", mockAnalyzer);
//compare term vectors
Terms ramTv = reader.getTermVector(0, field_name);
IndexReader memIndexReader = memIndex.createSearcher().getIndexReader();
Terms memTv = memIndexReader.getTermVector(0, field_name);
compareTermVectors(ramTv, memTv, field_name);
memIndexReader.close();
reader.close();
dir.close();
}
protected void compareTermVectors(Terms terms, Terms memTerms, String field_name) throws IOException {
TermsEnum termEnum = terms.iterator(null);
TermsEnum memTermEnum = memTerms.iterator(null);
while (termEnum.next() != null) {
assertNotNull(memTermEnum.next());
assertThat(termEnum.totalTermFreq(), equalTo(memTermEnum.totalTermFreq()));
DocsAndPositionsEnum docsPosEnum = termEnum.docsAndPositions(null, null, 0);
DocsAndPositionsEnum memDocsPosEnum = memTermEnum.docsAndPositions(null, null, 0);
String currentTerm = termEnum.term().utf8ToString();
assertThat("Token mismatch for field: " + field_name, currentTerm, equalTo(memTermEnum.term().utf8ToString()));
docsPosEnum.nextDoc();
memDocsPosEnum.nextDoc();
int freq = docsPosEnum.freq();
assertThat(freq, equalTo(memDocsPosEnum.freq()));
for (int i = 0; i < freq; i++) {
String failDesc = " (field:" + field_name + " term:" + currentTerm + ")";
int memPos = memDocsPosEnum.nextPosition();
int pos = docsPosEnum.nextPosition();
assertThat("Position test failed" + failDesc, memPos, equalTo(pos));
assertThat("Start offset test failed" + failDesc, memDocsPosEnum.startOffset(), equalTo(docsPosEnum.startOffset()));
assertThat("End offset test failed" + failDesc, memDocsPosEnum.endOffset(), equalTo(docsPosEnum.endOffset()));
assertThat("Missing payload test failed" + failDesc, docsPosEnum.getPayload(), equalTo(null));
}
}
assertNull("Still some tokens not processed", memTermEnum.next());
}
}