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 * 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
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 *     http://www.apache.org/licenses/LICENSE-2.0
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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;

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:

 
ArabicNormalizationFilter: Arabic orthographic normalization. 
ArabicStemFilter: Arabic light stemming 
Arabic stop words file: a set of default Arabic stop words.

Since:
3.1/**
 * {@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>
 *
 * @since 3.1
 */
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.
/**
   * 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.
Returns:
an unmodifiable instance of the default stop-words set./**
   * 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.;
/**
   * 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: DEFAULT_STOPWORD_FILE. /**
   * 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
Params:
stopwords – 
         a stopword 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 SetKeywordMarkerFilter before ArabicStemFilter. 
Params:
stopwords – 
         a stopword set
stemExclusionSet – 
         a set of terms not to be stemmed/**
   * 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 TokenStreamComponents used to tokenize all the text in the provided Reader. 
Returns:
TokenStreamComponents built from an StandardTokenizer filtered with LowerCaseFilter, DecimalDigitFilter, StopFilter, ArabicNormalizationFilter, SetKeywordMarkerFilter if a stem exclusion set is provided and ArabicStemFilter./**
   * 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;
  }
}