org.apache.lucene.analysis.ar.ArabicAnalyzer Maven / Gradle / Ivy
package org.apache.lucene.analysis.ar;
/**
* 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.File;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.Reader;
import java.util.Collections;
import java.util.Hashtable;
import java.util.Set;
import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.CharArraySet;
import org.apache.lucene.analysis.LowerCaseFilter;
import org.apache.lucene.analysis.StopFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.Tokenizer;
import org.apache.lucene.analysis.WordlistLoader;
import org.apache.lucene.util.Version;
/**
* {@link Analyzer} for Arabic.
*
* This analyzer implements light-stemming as specified by:
*
* Light Stemming for Arabic Information Retrieval
*
* http://www.mtholyoke.edu/~lballest/Pubs/arab_stem05.pdf
*
* The analysis package contains three primary components:
*
* - {@link ArabicNormalizationFilter}: Arabic orthographic normalization.
*
- {@link ArabicStemFilter}: Arabic light stemming
*
- Arabic stop words file: a set of default Arabic stop words.
*
*
*/
public final class ArabicAnalyzer extends Analyzer {
/**
* File containing default Arabic stopwords.
*
* Default stopword list is from http://members.unine.ch/jacques.savoy/clef/index.html
* The stopword list is BSD-Licensed.
*/
public final static String DEFAULT_STOPWORD_FILE = "stopwords.txt";
/**
* Contains the stopwords used with the StopFilter.
*/
private final Set stoptable;
/**
* The comment character in the stopwords file. All lines prefixed with this will be ignored
* @deprecated use {@link WordlistLoader#getWordSet(File, String)} directly
*/
public static final String STOPWORDS_COMMENT = "#";
/**
* Returns an unmodifiable instance of the default stop-words set.
* @return an unmodifiable instance of the default stop-words set.
*/
public static Set getDefaultStopSet(){
return DefaultSetHolder.DEFAULT_STOP_SET;
}
/**
* Atomically loads the DEFAULT_STOP_SET in a lazy fashion once the outer class
* accesses the static final set the first time.;
*/
private static class DefaultSetHolder {
static final Set DEFAULT_STOP_SET;
static {
try {
DEFAULT_STOP_SET = loadDefaultStopWordSet();
} catch (IOException ex) {
// default set should always be present as it is part of the
// distribution (JAR)
throw new RuntimeException("Unable to load default stopword set");
}
}
static Set loadDefaultStopWordSet() throws IOException {
InputStream stream = ArabicAnalyzer.class
.getResourceAsStream(DEFAULT_STOPWORD_FILE);
try {
InputStreamReader reader = new InputStreamReader(stream, "UTF-8");
// make sure it is unmodifiable as we expose it in the outer class
return Collections.unmodifiableSet(WordlistLoader.getWordSet(reader,
STOPWORDS_COMMENT));
} finally {
stream.close();
}
}
}
private final Version matchVersion;
/**
* Builds an analyzer with the default stop words: {@link #DEFAULT_STOPWORD_FILE}.
*/
public ArabicAnalyzer(Version matchVersion) {
this(matchVersion, DefaultSetHolder.DEFAULT_STOP_SET);
}
/**
* Builds an analyzer with the given stop words
*
* @param matchVersion
* lucene compatibility version
* @param stopwords
* a stopword set
*/
public ArabicAnalyzer(Version matchVersion, Set stopwords){
stoptable = CharArraySet.unmodifiableSet(CharArraySet.copy(stopwords));
this.matchVersion = matchVersion;
}
/**
* Builds an analyzer with the given stop words.
* @deprecated use {@link #ArabicAnalyzer(Version, Set)} instead
*/
public ArabicAnalyzer( Version matchVersion, String... stopwords ) {
this(matchVersion, StopFilter.makeStopSet( stopwords ));
}
/**
* Builds an analyzer with the given stop words.
* @deprecated use {@link #ArabicAnalyzer(Version, Set)} instead
*/
public ArabicAnalyzer( Version matchVersion, Hashtable stopwords ) {
this(matchVersion, stopwords.keySet());
}
/**
* Builds an analyzer with the given stop words. Lines can be commented out using {@link #STOPWORDS_COMMENT}
* @deprecated use {@link #ArabicAnalyzer(Version, Set)} instead
*/
public ArabicAnalyzer( Version matchVersion, File stopwords ) throws IOException {
this(matchVersion, WordlistLoader.getWordSet( stopwords, STOPWORDS_COMMENT));
}
/**
* Creates a {@link TokenStream} which tokenizes all the text in the provided {@link Reader}.
*
* @return A {@link TokenStream} built from an {@link ArabicLetterTokenizer} filtered with
* {@link LowerCaseFilter}, {@link StopFilter}, {@link ArabicNormalizationFilter}
* and {@link ArabicStemFilter}.
*/
@Override
public final TokenStream tokenStream(String fieldName, Reader reader) {
TokenStream result = new ArabicLetterTokenizer( reader );
result = new LowerCaseFilter(result);
// the order here is important: the stopword list is not normalized!
result = new StopFilter( StopFilter.getEnablePositionIncrementsVersionDefault(matchVersion),
result, stoptable );
result = new ArabicNormalizationFilter( result );
result = new ArabicStemFilter( result );
return result;
}
private class SavedStreams {
Tokenizer source;
TokenStream result;
};
/**
* Returns a (possibly reused) {@link TokenStream} which tokenizes all the text
* in the provided {@link Reader}.
*
* @return A {@link TokenStream} built from an {@link ArabicLetterTokenizer} filtered with
* {@link LowerCaseFilter}, {@link StopFilter}, {@link ArabicNormalizationFilter}
* and {@link ArabicStemFilter}.
*/
@Override
public TokenStream reusableTokenStream(String fieldName, Reader reader)
throws IOException {
SavedStreams streams = (SavedStreams) getPreviousTokenStream();
if (streams == null) {
streams = new SavedStreams();
streams.source = new ArabicLetterTokenizer(reader);
streams.result = new LowerCaseFilter(streams.source);
// the order here is important: the stopword list is not normalized!
streams.result = new StopFilter(StopFilter.getEnablePositionIncrementsVersionDefault(matchVersion),
streams.result, stoptable);
streams.result = new ArabicNormalizationFilter(streams.result);
streams.result = new ArabicStemFilter(streams.result);
setPreviousTokenStream(streams);
} else {
streams.source.reset(reader);
}
return streams.result;
}
}