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/*
* The MIT License
*
* Copyright 2015 Mouaffak A. Sarhan
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
package com.github.msarhan.lucene;
import org.apache.lucene.analysis.*;
import org.apache.lucene.analysis.core.DecimalDigitFilter;
import org.apache.lucene.analysis.core.LowerCaseFilter;
import org.apache.lucene.analysis.core.StopFilter;
import org.apache.lucene.analysis.miscellaneous.SetKeywordMarkerFilter;
import org.apache.lucene.analysis.standard.StandardTokenizer;
import java.io.IOException;
import java.io.Reader;
/**
* {@link Analyzer} for Arabic language. This analyzer implements root-based stemmer to extract
* triliteral Arabic roots as specified by: Khoja's
* stemmer
The analysis package contains two primary components:
- {@link
* ArabicRootExtractorStemFilter}: Arabic orthographic normalization and root extraction.
- Arabic
* stop words file: a set of default Arabic stop words.
*
* @author Mouaffak A. Sarhan <[email protected]>
*/
public final class ArabicRootExtractorAnalyzer 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";
private final CharArraySet stemExclusionSet;
/**
* Builds an analyzer with the default stop words: {@link #DEFAULT_STOPWORD_FILE}.
*/
public ArabicRootExtractorAnalyzer() {
this(DefaultSetHolder.DEFAULT_STOP_SET);
}
/**
* Builds an analyzer with the given stop words
*
* @param stopwords a stopword set
*/
public ArabicRootExtractorAnalyzer(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
* ArabicRootExtractorStemmer}.
*
* @param stopwords a stopword set
* @param stemExclusionSet a set of terms not to be stemmed
*/
public ArabicRootExtractorAnalyzer(CharArraySet stopwords, CharArraySet stemExclusionSet) {
super(stopwords);
this.stemExclusionSet = CharArraySet.unmodifiableSet(CharArraySet.copy(stemExclusionSet));
}
/**
* 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;
}
/**
* 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 ArabicRootExtractorStemFilter}, {@link SetKeywordMarkerFilter}
*/
@Override
protected TokenStreamComponents createComponents(String fieldName) {
final Tokenizer source = new StandardTokenizer();
TokenStream result = new LowerCaseFilter(source);
result = new DecimalDigitFilter(result);
result = new ArabicNormalizationFilter(result);
result = new StopFilter(result, stopwords);
if (!stemExclusionSet.isEmpty()) {
result = new SetKeywordMarkerFilter(result, stemExclusionSet);
}
result = new ArabicRootExtractorStemFilter(result);
return new TokenStreamComponents(source, result);
}
/**
* 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, ArabicRootExtractorAnalyzer.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");
}
}
}
}