/* * 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.analysis.ar; import java.io.IOException; import java.io.Reader; 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.StopwordAnalyzerBase; import org.apache.lucene.analysis.TokenStream; import org.apache.lucene.analysis.Tokenizer; import org.apache.lucene.analysis.core.DecimalDigitFilter; import org.apache.lucene.analysis.miscellaneous.SetKeywordMarkerFilter; import org.apache.lucene.analysis.standard.StandardTokenizer; /** * {@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"; /** * Returns an unmodifiable instance of the default stop-words set. * @return an unmodifiable instance of the default stop-words set. */ public static CharArraySet 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 CharArraySet DEFAULT_STOP_SET; static { try { DEFAULT_STOP_SET = loadStopwordSet(false, ArabicAnalyzer.class, DEFAULT_STOPWORD_FILE, "#"); } 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 CharArraySet stemExclusionSet; /** * Builds an analyzer with the default stop words: {@link #DEFAULT_STOPWORD_FILE}. */ public ArabicAnalyzer() { this(DefaultSetHolder.DEFAULT_STOP_SET); } /** * Builds an analyzer with the given stop words * * @param stopwords * a stopword set */ public ArabicAnalyzer(CharArraySet stopwords){ this(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 SetKeywordMarkerFilter} before * {@link ArabicStemFilter}. * * @param stopwords * a stopword set * @param stemExclusionSet * a set of terms not to be stemmed */ public ArabicAnalyzer(CharArraySet stopwords, CharArraySet stemExclusionSet){ super(stopwords); this.stemExclusionSet = CharArraySet.unmodifiableSet(CharArraySet.copy(stemExclusionSet)); } /** * Creates * {@link org.apache.lucene.analysis.Analyzer.TokenStreamComponents} * used to tokenize all the text in the provided {@link Reader}. * * @return {@link org.apache.lucene.analysis.Analyzer.TokenStreamComponents} * built from an {@link StandardTokenizer} filtered with * {@link LowerCaseFilter}, {@link DecimalDigitFilter}, {@link StopFilter}, * {@link ArabicNormalizationFilter}, {@link SetKeywordMarkerFilter} * if a stem exclusion set is provided and {@link ArabicStemFilter}. */ @Override protected TokenStreamComponents createComponents(String fieldName) { final Tokenizer source = new StandardTokenizer(); TokenStream result = new LowerCaseFilter(source); result = new DecimalDigitFilter(result); // the order here is important: the stopword list is not normalized! result = new StopFilter(result, stopwords); // TODO maybe we should make ArabicNormalization filter also KeywordAttribute aware?! result = new ArabicNormalizationFilter(result); if(!stemExclusionSet.isEmpty()) { result = new SetKeywordMarkerFilter(result, stemExclusionSet); } return new TokenStreamComponents(source, new ArabicStemFilter(result)); } @Override protected TokenStream normalize(String fieldName, TokenStream in) { TokenStream result = new LowerCaseFilter(in); result = new DecimalDigitFilter(result); result = new ArabicNormalizationFilter(result); return result; } }