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.Reader; import java.util.Hashtable; import java.util.Set; import org.apache.lucene.analysis.Analyzer; import org.apache.lucene.analysis.core.LowerCaseFilter; import org.apache.lucene.analysis.core.StopFilter; import org.apache.lucene.analysis.miscellaneous.KeywordMarkerFilter; import org.apache.lucene.analysis.util.CharArraySet; import org.apache.lucene.analysis.util.StopwordAnalyzerBase; import org.apache.lucene.analysis.util.WordlistLoader; import org.apache.lucene.analysis.TokenStream; import org.apache.lucene.analysis.Tokenizer; import org.apache.lucene.util.Version; /** * {@link Analyzer} for Arabic. * <p> * This analyzer implements light-stemming as specified by: * <i> * Light Stemming for Arabic Information Retrieval * </i> * http://www.mtholyoke.edu/~lballest/Pubs/arab_stem05.pdf * <p> * The analysis package contains three primary components: * <ul> * <li>{@link ArabicNormalizationFilter}: Arabic orthographic normalization. * <li>{@link ArabicStemFilter}: Arabic light stemming * <li>Arabic stop words file: a set of default Arabic stop words. * </ul> * */ public final class ArabicAnalyzer extends StopwordAnalyzerBase { /** * 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"; /** * The comment character in the stopwords file. All lines prefixed with this will be ignored * @deprecated use {@link WordlistLoader#getWordSet(File, String)} directly */ // TODO make this private @Deprecated 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 = loadStopwordSet(false, ArabicAnalyzer.class, DEFAULT_STOPWORD_FILE, STOPWORDS_COMMENT); } 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"); } } } private final Set<?> stemExclusionSet; /** * 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){ this(matchVersion, stopwords, CharArraySet.EMPTY_SET); } /** * Builds an analyzer with the given stop word. If a none-empty stem exclusion set is * provided this analyzer will add a {@link KeywordMarkerFilter} before * {@link ArabicStemFilter}. * * @param matchVersion * lucene compatibility version * @param stopwords * a stopword set * @param stemExclusionSet * a set of terms not to be stemmed */ public ArabicAnalyzer(Version matchVersion, Set<?> stopwords, Set<?> stemExclusionSet){ super(matchVersion, stopwords); this.stemExclusionSet = CharArraySet.unmodifiableSet(CharArraySet.copy( matchVersion, stemExclusionSet)); } /** * Builds an analyzer with the given stop words. * @deprecated use {@link #ArabicAnalyzer(Version, Set)} instead */ @Deprecated public ArabicAnalyzer( Version matchVersion, String... stopwords ) { this(matchVersion, StopFilter.makeStopSet(matchVersion, stopwords )); } /** * Builds an analyzer with the given stop words. * @deprecated use {@link #ArabicAnalyzer(Version, Set)} instead */ @Deprecated 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 */ @Deprecated public ArabicAnalyzer( Version matchVersion, File stopwords ) throws IOException { this(matchVersion, WordlistLoader.getWordSet( stopwords, STOPWORDS_COMMENT)); } /** * Creates * {@link org.apache.lucene.analysis.util.ReusableAnalyzerBase.TokenStreamComponents} * used to tokenize all the text in the provided {@link Reader}. * * @return {@link org.apache.lucene.analysis.util.ReusableAnalyzerBase.TokenStreamComponents} * built from an {@link ArabicLetterTokenizer} filtered with * {@link LowerCaseFilter}, {@link StopFilter}, * {@link ArabicNormalizationFilter}, {@link KeywordMarkerFilter} * if a stem exclusion set is provided and {@link ArabicStemFilter}. */ @Override protected TokenStreamComponents createComponents(String fieldName, Reader reader) { final Tokenizer source = new ArabicLetterTokenizer(matchVersion, reader); TokenStream result = new LowerCaseFilter(matchVersion, source); // the order here is important: the stopword list is not normalized! result = new StopFilter( matchVersion, result, stopwords); // TODO maybe we should make ArabicNormalization filter also KeywordAttribute aware?! result = new ArabicNormalizationFilter(result); if(!stemExclusionSet.isEmpty()) { result = new KeywordMarkerFilter(result, stemExclusionSet); } return new TokenStreamComponents(source, new ArabicStemFilter(result)); } }