LUCENE-10220: Add an utility method to get IntervalSource from analyzed text (or token stream) (#427)

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Dawid Weiss 2021-11-05 08:57:48 +01:00 committed by GitHub
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5 changed files with 658 additions and 11 deletions

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@ -37,7 +37,9 @@ API Changes
New Features
---------------------
(No changes)
* LUCENE-10220: Add an utility method to get IntervalSource from analyzed text (or token stream).
(Uwe Schindler, Dawid Weiss, Alan Woodward)
Improvements
---------------------

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@ -32,10 +32,13 @@ import java.util.function.Function;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.LowerCaseFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.Tokenizer;
import org.apache.lucene.analysis.core.WhitespaceTokenizer;
import org.apache.lucene.analysis.en.PorterStemFilter;
import org.apache.lucene.analysis.miscellaneous.PerFieldAnalyzerWrapper;
import org.apache.lucene.analysis.standard.StandardTokenizer;
import org.apache.lucene.analysis.synonym.SynonymGraphFilter;
import org.apache.lucene.analysis.synonym.SynonymMap;
import org.apache.lucene.document.Field;
@ -264,6 +267,57 @@ public class TestMatchHighlighter extends LuceneTestCase {
});
}
@Test
public void testAnalyzedTextIntervals() throws IOException {
SynonymMap synonymMap =
buildSynonymMap(
new String[][] {
{"moon\u0000shine", "firewater"},
{"firewater", "moon\u0000shine"},
});
Analyzer analyzer =
new Analyzer() {
@Override
protected TokenStreamComponents createComponents(String fieldName) {
Tokenizer tokenizer = new StandardTokenizer();
TokenStream ts = tokenizer;
ts = new LowerCaseFilter(ts);
ts = new SynonymGraphFilter(ts, synonymMap, true);
ts = new PorterStemFilter(ts);
return new TokenStreamComponents(tokenizer, ts);
}
};
new IndexBuilder(this::toField)
.doc(FLD_TEXT1, "Where the moon shine falls, firewater flows.")
.build(
analyzer,
reader -> {
IndexSearcher searcher = new IndexSearcher(reader);
Sort sortOrder = Sort.INDEXORDER; // So that results are consistently ordered.
MatchHighlighter highlighter =
new MatchHighlighter(searcher, analyzer)
.appendFieldHighlighter(
FieldValueHighlighters.highlighted(
80 * 3, 1, new PassageFormatter("...", ">", "<"), FLD_TEXT1::equals))
.appendFieldHighlighter(FieldValueHighlighters.skipRemaining());
{
// [moon shine, firewater] are synonyms, tokens are lowercased. Porter stemming on.
Query query =
new IntervalQuery(
FLD_TEXT1,
Intervals.analyzedText("Firewater Fall", analyzer, FLD_TEXT1, 0, true));
assertHighlights(
toDocList(highlighter.highlight(searcher.search(query, 10, sortOrder), query)),
"0. text1: Where the >moon shine falls<, firewater flows.");
}
});
}
@Test
public void testCustomFieldHighlightHandling() throws IOException {
// Match highlighter is a showcase of individual components in this package, suitable

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@ -0,0 +1,325 @@
/*
* 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.
*/
/*
* Code adopted from ASL-licensed Elasticsearch.
* https://github.com/elastic/elasticsearch/blob/7.10/server/src/main/java/org/elasticsearch/index/query/IntervalBuilder.java
*
* Licensed to Elasticsearch under one or more contributor
* license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright
* ownership. Elasticsearch 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.queries.intervals;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import org.apache.lucene.analysis.CachingTokenFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.tokenattributes.PositionIncrementAttribute;
import org.apache.lucene.analysis.tokenattributes.PositionLengthAttribute;
import org.apache.lucene.analysis.tokenattributes.TermToBytesRefAttribute;
import org.apache.lucene.index.LeafReaderContext;
import org.apache.lucene.search.BooleanQuery;
import org.apache.lucene.search.QueryVisitor;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.graph.GraphTokenStreamFiniteStrings;
/**
* Constructs an {@link IntervalsSource} based on analyzed text.
*
* <p>Code adopted from ASL-licensed <a
* href="https://github.com/elastic/elasticsearch">Elasticsearch</a>.
*
* @see
* "https://github.com/elastic/elasticsearch/blob/7.10/server/src/main/java/org/elasticsearch/index/query/IntervalBuilder.java"
*/
final class IntervalBuilder {
static IntervalsSource analyzeText(CachingTokenFilter stream, int maxGaps, boolean ordered)
throws IOException {
assert stream != null;
TermToBytesRefAttribute termAtt = stream.getAttribute(TermToBytesRefAttribute.class);
PositionIncrementAttribute posIncAtt = stream.addAttribute(PositionIncrementAttribute.class);
PositionLengthAttribute posLenAtt = stream.addAttribute(PositionLengthAttribute.class);
if (termAtt == null) {
return NO_INTERVALS;
}
// phase 1: read through the stream and assess the situation:
// counting the number of tokens/positions and marking if we have any synonyms.
int numTokens = 0;
boolean hasSynonyms = false;
boolean isGraph = false;
stream.reset();
while (stream.incrementToken()) {
numTokens++;
int positionIncrement = posIncAtt.getPositionIncrement();
if (positionIncrement == 0) {
hasSynonyms = true;
}
int positionLength = posLenAtt.getPositionLength();
if (positionLength > 1) {
isGraph = true;
}
}
// phase 2: based on token count, presence of synonyms, and options
// formulate a single term, boolean, or phrase.
if (numTokens == 0) {
return NO_INTERVALS;
} else if (numTokens == 1) {
// single term
return analyzeTerm(stream);
} else if (isGraph) {
// graph
return combineSources(analyzeGraph(stream), maxGaps, ordered);
} else {
// phrase
if (hasSynonyms) {
// phrase with single-term synonyms
return analyzeSynonyms(stream, maxGaps, ordered);
} else {
// simple phrase
return combineSources(analyzeTerms(stream), maxGaps, ordered);
}
}
}
private static IntervalsSource analyzeTerm(TokenStream ts) throws IOException {
TermToBytesRefAttribute bytesAtt = ts.addAttribute(TermToBytesRefAttribute.class);
ts.reset();
ts.incrementToken();
return Intervals.term(BytesRef.deepCopyOf(bytesAtt.getBytesRef()));
}
private static IntervalsSource combineSources(
List<IntervalsSource> sources, int maxGaps, boolean ordered) {
if (sources.size() == 0) {
return NO_INTERVALS;
}
if (sources.size() == 1) {
return sources.get(0);
}
IntervalsSource[] sourcesArray = sources.toArray(new IntervalsSource[0]);
if (maxGaps == 0 && ordered) {
return Intervals.phrase(sourcesArray);
}
IntervalsSource inner =
ordered ? Intervals.ordered(sourcesArray) : Intervals.unordered(sourcesArray);
if (maxGaps == -1) {
return inner;
}
return Intervals.maxgaps(maxGaps, inner);
}
private static List<IntervalsSource> analyzeTerms(TokenStream ts) throws IOException {
List<IntervalsSource> terms = new ArrayList<>();
TermToBytesRefAttribute bytesAtt = ts.addAttribute(TermToBytesRefAttribute.class);
PositionIncrementAttribute posAtt = ts.addAttribute(PositionIncrementAttribute.class);
ts.reset();
while (ts.incrementToken()) {
BytesRef term = bytesAtt.getBytesRef();
int precedingSpaces = posAtt.getPositionIncrement() - 1;
terms.add(extend(Intervals.term(BytesRef.deepCopyOf(term)), precedingSpaces));
}
ts.end();
return terms;
}
private static IntervalsSource extend(IntervalsSource source, int precedingSpaces) {
if (precedingSpaces == 0) {
return source;
}
return Intervals.extend(source, precedingSpaces, 0);
}
private static IntervalsSource analyzeSynonyms(TokenStream ts, int maxGaps, boolean ordered)
throws IOException {
List<IntervalsSource> terms = new ArrayList<>();
List<IntervalsSource> synonyms = new ArrayList<>();
TermToBytesRefAttribute bytesAtt = ts.addAttribute(TermToBytesRefAttribute.class);
PositionIncrementAttribute posAtt = ts.addAttribute(PositionIncrementAttribute.class);
ts.reset();
int spaces = 0;
while (ts.incrementToken()) {
int posInc = posAtt.getPositionIncrement();
if (posInc > 0) {
if (synonyms.size() == 1) {
terms.add(extend(synonyms.get(0), spaces));
} else if (synonyms.size() > 1) {
terms.add(extend(Intervals.or(synonyms.toArray(new IntervalsSource[0])), spaces));
}
synonyms.clear();
spaces = posInc - 1;
}
synonyms.add(Intervals.term(BytesRef.deepCopyOf(bytesAtt.getBytesRef())));
}
if (synonyms.size() == 1) {
terms.add(extend(synonyms.get(0), spaces));
} else {
terms.add(extend(Intervals.or(synonyms.toArray(new IntervalsSource[0])), spaces));
}
return combineSources(terms, maxGaps, ordered);
}
private static List<IntervalsSource> analyzeGraph(TokenStream source) throws IOException {
source.reset();
GraphTokenStreamFiniteStrings graph = new GraphTokenStreamFiniteStrings(source);
List<IntervalsSource> clauses = new ArrayList<>();
int[] articulationPoints = graph.articulationPoints();
int lastState = 0;
int maxClauseCount = BooleanQuery.getMaxClauseCount();
for (int i = 0; i <= articulationPoints.length; i++) {
int start = lastState;
int end = -1;
if (i < articulationPoints.length) {
end = articulationPoints[i];
}
lastState = end;
if (graph.hasSidePath(start)) {
List<IntervalsSource> paths = new ArrayList<>();
Iterator<TokenStream> it = graph.getFiniteStrings(start, end);
while (it.hasNext()) {
TokenStream ts = it.next();
IntervalsSource phrase = combineSources(analyzeTerms(ts), 0, true);
if (paths.size() >= maxClauseCount) {
throw new BooleanQuery.TooManyClauses();
}
paths.add(phrase);
}
if (paths.size() > 0) {
clauses.add(Intervals.or(paths.toArray(new IntervalsSource[0])));
}
} else {
Iterator<TokenStream> it = graph.getFiniteStrings(start, end);
TokenStream ts = it.next();
clauses.addAll(analyzeTerms(ts));
assert it.hasNext() == false;
}
}
return clauses;
}
static final IntervalsSource NO_INTERVALS =
new IntervalsSource() {
@Override
public IntervalIterator intervals(String field, LeafReaderContext ctx) {
return new IntervalIterator() {
@Override
public int start() {
return NO_MORE_INTERVALS;
}
@Override
public int end() {
return NO_MORE_INTERVALS;
}
@Override
public int gaps() {
throw new UnsupportedOperationException();
}
@Override
public int nextInterval() {
return NO_MORE_INTERVALS;
}
@Override
public float matchCost() {
return 0;
}
@Override
public int docID() {
return NO_MORE_DOCS;
}
@Override
public int nextDoc() {
return NO_MORE_DOCS;
}
@Override
public int advance(int target) {
return NO_MORE_DOCS;
}
@Override
public long cost() {
return 0;
}
};
}
@Override
public IntervalMatchesIterator matches(String field, LeafReaderContext ctx, int doc) {
return null;
}
@Override
public void visit(String field, QueryVisitor visitor) {}
@Override
public int minExtent() {
return 0;
}
@Override
public Collection<IntervalsSource> pullUpDisjunctions() {
return Collections.emptyList();
}
@Override
public int hashCode() {
return 0;
}
@Override
public boolean equals(Object other) {
return other == this;
}
@Override
public String toString() {
return "no_match";
}
};
}

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@ -17,9 +17,13 @@
package org.apache.lucene.queries.intervals;
import java.io.IOException;
import java.util.Arrays;
import java.util.List;
import java.util.function.Predicate;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.CachingTokenFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.index.Term;
import org.apache.lucene.search.PrefixQuery;
import org.apache.lucene.search.WildcardQuery;
@ -30,17 +34,17 @@ import org.apache.lucene.util.automaton.CompiledAutomaton;
* Constructor functions for {@link IntervalsSource} types
*
* <p>These sources implement minimum-interval algorithms taken from the paper <a
* href="http://vigna.di.unimi.it/ftp/papers/EfficientAlgorithmsMinimalIntervalSemantics.pdf">
* Efficient Optimally Lazy Algorithms for Minimal-Interval Semantics</a>
* href="https://vigna.di.unimi.it/ftp/papers/EfficientLazy.pdf">Efficient Optimally Lazy Algorithms
* for Minimal-Interval Semantics</a>
*
* <p>By default, sources that are sensitive to internal gaps (e.g. PHRASE and MAXGAPS) will rewrite
* their sub-sources so that disjunctions of different lengths are pulled up to the top of the
* interval tree. For example, PHRASE(or(PHRASE("a", "b", "c"), "b"), "c") will automatically
* rewrite itself to OR(PHRASE("a", "b", "c", "c"), PHRASE("b", "c")) to ensure that documents
* containing "b c" are matched. This can lead to less efficient queries, as more terms need to be
* loaded (for example, the "c" iterator above is loaded twice), so if you care more about speed
* than about accuracy you can use the {@link #or(boolean, IntervalsSource...)} factory method to
* prevent rewriting.
* <p>By default, sources that are sensitive to internal gaps (e.g. {@code PHRASE} and {@code
* MAXGAPS}) will rewrite their sub-sources so that disjunctions of different lengths are pulled up
* to the top of the interval tree. For example, {@code PHRASE(or(PHRASE("a", "b", "c"), "b"), "c")}
* will automatically rewrite itself to {@code OR(PHRASE("a", "b", "c", "c"), PHRASE("b", "c"))} to
* ensure that documents containing {@code "b c"} are matched. This can lead to less efficient
* queries, as more terms need to be loaded (for example, the {@code "c"} iterator above is loaded
* twice), so if you care more about speed than about accuracy you can use the {@link #or(boolean,
* IntervalsSource...)} factory method to prevent rewriting.
*/
public final class Intervals {
@ -429,4 +433,50 @@ public final class Intervals {
source,
Intervals.extend(new OffsetIntervalsSource(reference, false), 0, Integer.MAX_VALUE));
}
/**
* Returns intervals that correspond to tokens from a {@link TokenStream} returned for {@code
* text} by applying the provided {@link Analyzer} as if {@code text} was the content of the given
* {@code field}. The intervals can be ordered or unordered and can have optional gaps inside.
*
* @param text The text to analyze.
* @param analyzer The {@link Analyzer} to use to acquire a {@link TokenStream} which is then
* converted into intervals.
* @param field The field {@code text} should be parsed as.
* @param maxGaps Maximum number of allowed gaps between sub-intervals resulting from tokens.
* @param ordered Whether sub-intervals should enforce token ordering or not.
* @return Returns an {@link IntervalsSource} that matches tokens acquired from analysis of {@code
* text}. Possibly an empty interval source, never {@code null}.
* @throws IOException If an I/O exception occurs.
*/
public static IntervalsSource analyzedText(
String text, Analyzer analyzer, String field, int maxGaps, boolean ordered)
throws IOException {
try (TokenStream ts = analyzer.tokenStream(field, text)) {
return analyzedText(ts, maxGaps, ordered);
}
}
/**
* Returns intervals that correspond to tokens from the provided {@link TokenStream}. This is a
* low-level counterpart to {@link #analyzedText(String, Analyzer, String, int, boolean)}. The
* intervals can be ordered or unordered and can have optional gaps inside.
*
* @param tokenStream The token stream to produce intervals for. The token stream may be fully or
* partially consumed after returning from this method.
* @param maxGaps Maximum number of allowed gaps between sub-intervals resulting from tokens.
* @param ordered Whether sub-intervals should enforce token ordering or not.
* @return Returns an {@link IntervalsSource} that matches tokens acquired from analysis of {@code
* text}. Possibly an empty interval source, never {@code null}.
* @throws IOException If an I/O exception occurs.
*/
public static IntervalsSource analyzedText(TokenStream tokenStream, int maxGaps, boolean ordered)
throws IOException {
CachingTokenFilter stream =
tokenStream instanceof CachingTokenFilter
? (CachingTokenFilter) tokenStream
: new CachingTokenFilter(tokenStream);
return IntervalBuilder.analyzeText(stream, maxGaps, ordered);
}
}

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@ -0,0 +1,216 @@
/*
* 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.
*/
/*
* Code adopted from ASL-licensed Elasticsearch.
* https://github.com/elastic/elasticsearch/blob/7.10/server/src/test/java/org/elasticsearch/index/query/IntervalBuilderTests.java
*
* Licensed to Elasticsearch under one or more contributor
* license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright
* ownership. Elasticsearch 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.queries.intervals;
import java.io.IOException;
import org.apache.lucene.analysis.CachingTokenFilter;
import org.apache.lucene.analysis.CannedTokenStream;
import org.apache.lucene.analysis.Token;
import org.apache.lucene.util.LuceneTestCase;
public class TestIntervalBuilder extends LuceneTestCase {
public void testSimpleTerm() throws IOException {
CannedTokenStream ts = new CannedTokenStream(new Token("term1", 1, 2));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected = Intervals.term("term1");
assertEquals(expected, source);
}
public void testOrdered() throws IOException {
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2), new Token("term2", 3, 4), new Token("term3", 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"), Intervals.term("term2"), Intervals.term("term3"));
assertEquals(expected, source);
}
public void testUnordered() throws IOException {
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2), new Token("term2", 3, 4), new Token("term3", 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, false);
IntervalsSource expected =
Intervals.unordered(
Intervals.term("term1"), Intervals.term("term2"), Intervals.term("term3"));
assertEquals(expected, source);
}
public void testPhrase() throws IOException {
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2), new Token("term2", 3, 4), new Token("term3", 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), 0, true);
IntervalsSource expected =
Intervals.phrase(Intervals.term("term1"), Intervals.term("term2"), Intervals.term("term3"));
assertEquals(expected, source);
}
public void testPhraseWithStopword() throws IOException {
CannedTokenStream ts =
new CannedTokenStream(new Token("term1", 1, 1, 2), new Token("term3", 2, 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), 0, true);
IntervalsSource expected =
Intervals.phrase(Intervals.term("term1"), Intervals.extend(Intervals.term("term3"), 1, 0));
assertEquals(expected, source);
}
public void testEmptyTokenStream() throws IOException {
CannedTokenStream ts = new CannedTokenStream();
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), 0, true);
assertSame(IntervalBuilder.NO_INTERVALS, source);
}
public void testSimpleSynonyms() throws IOException {
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2),
new Token("term2", 3, 4),
new Token("term4", 0, 3, 4),
new Token("term3", 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"),
Intervals.or(Intervals.term("term2"), Intervals.term("term4")),
Intervals.term("term3"));
assertEquals(expected, source);
}
public void testSimpleSynonymsWithGap() throws IOException {
// term1 [] term2/term3/term4 term5
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2),
new Token("term2", 2, 3, 4),
new Token("term3", 0, 3, 4),
new Token("term4", 0, 3, 4),
new Token("term5", 5, 6));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"),
Intervals.extend(
Intervals.or(
Intervals.term("term2"), Intervals.term("term3"), Intervals.term("term4")),
1,
0),
Intervals.term("term5"));
assertEquals(expected, source);
}
public void testGraphSynonyms() throws IOException {
// term1 term2:2/term3 term4 term5
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2),
new Token("term2", 1, 3, 4, 2),
new Token("term3", 0, 3, 4),
new Token("term4", 5, 6),
new Token("term5", 6, 7));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"),
Intervals.or(Intervals.term("term2"), Intervals.phrase("term3", "term4")),
Intervals.term("term5"));
assertEquals(expected, source);
}
public void testGraphSynonymsWithGaps() throws IOException {
// term1 [] term2:4/term3 [] [] term4 term5
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2),
new Token("term2", 2, 3, 4, 4),
new Token("term3", 0, 3, 4),
new Token("term4", 3, 5, 6),
new Token("term5", 6, 7));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"),
Intervals.or(
Intervals.extend(Intervals.term("term2"), 1, 0),
Intervals.phrase(
Intervals.extend(Intervals.term("term3"), 1, 0),
Intervals.extend(Intervals.term("term4"), 2, 0))),
Intervals.term("term5"));
assertEquals(expected, source);
}
public void testGraphTerminatesOnGap() throws IOException {
// term1 term2:2/term3 term4 [] term5
CannedTokenStream ts =
new CannedTokenStream(
new Token("term1", 1, 2),
new Token("term2", 1, 2, 3, 2),
new Token("term3", 0, 2, 3),
new Token("term4", 2, 3),
new Token("term5", 2, 6, 7));
IntervalsSource source = IntervalBuilder.analyzeText(new CachingTokenFilter(ts), -1, true);
IntervalsSource expected =
Intervals.ordered(
Intervals.term("term1"),
Intervals.or(Intervals.term("term2"), Intervals.phrase("term3", "term4")),
Intervals.extend(Intervals.term("term5"), 1, 0));
assertEquals(expected, source);
}
}