All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.lucene.analysis.ne.NepaliAnalyzer Maven / Gradle / Ivy

There is a newer version: 10.1.0
Show newest version
/*
 * 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.ne;

import java.io.IOException;
import java.io.Reader;
import java.io.UncheckedIOException;
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.WordlistLoader;
import org.apache.lucene.analysis.core.DecimalDigitFilter;
import org.apache.lucene.analysis.in.IndicNormalizationFilter;
import org.apache.lucene.analysis.miscellaneous.SetKeywordMarkerFilter;
import org.apache.lucene.analysis.snowball.SnowballFilter;
import org.apache.lucene.analysis.standard.StandardTokenizer;
import org.apache.lucene.util.IOUtils;
import org.tartarus.snowball.ext.NepaliStemmer;

/**
 * Analyzer for Nepali.
 *
 * @since 9.0
 */
public final class NepaliAnalyzer extends StopwordAnalyzerBase {
  private final CharArraySet stemExclusionSet;

  /**
   * File containing default Nepali stopwords.
   *
   * 

Default stopword list is from the Apache2 python project NLTK: * https://github.com/nltk/nltk_data */ public static final String DEFAULT_STOPWORD_FILE = "stopwords.txt"; private 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 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 = WordlistLoader.getWordSet( IOUtils.requireResourceNonNull( NepaliAnalyzer.class.getResourceAsStream(DEFAULT_STOPWORD_FILE), DEFAULT_STOPWORD_FILE), STOPWORDS_COMMENT); } catch (IOException ex) { // default set should always be present as it is part of the // distribution (JAR) throw new UncheckedIOException("Unable to load default stopword set", ex); } } } /** * Builds an analyzer with the given stop words * * @param stopwords a stopword set * @param stemExclusionSet a stemming exclusion set */ public NepaliAnalyzer(CharArraySet stopwords, CharArraySet stemExclusionSet) { super(stopwords); this.stemExclusionSet = CharArraySet.unmodifiableSet(CharArraySet.copy(stemExclusionSet)); } /** * Builds an analyzer with the given stop words * * @param stopwords a stopword set */ public NepaliAnalyzer(CharArraySet stopwords) { this(stopwords, CharArraySet.EMPTY_SET); } /** Builds an analyzer with the default stop words: {@link #DEFAULT_STOPWORD_FILE}. */ public NepaliAnalyzer() { this(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 a {@link * StandardTokenizer} filtered with {@link LowerCaseFilter}, {@link DecimalDigitFilter}, * {@link IndicNormalizationFilter}, {@link SetKeywordMarkerFilter} if a stem exclusion set is * provided, {@link SnowballFilter}, and Nepali Stop words */ @Override protected TokenStreamComponents createComponents(String fieldName) { final Tokenizer source = new StandardTokenizer(); TokenStream result = new LowerCaseFilter(source); result = new DecimalDigitFilter(result); if (!stemExclusionSet.isEmpty()) result = new SetKeywordMarkerFilter(result, stemExclusionSet); result = new IndicNormalizationFilter(result); result = new StopFilter(result, stopwords); result = new SnowballFilter(result, new NepaliStemmer()); return new TokenStreamComponents(source, result); } @Override protected TokenStream normalize(String fieldName, TokenStream in) { TokenStream result = new LowerCaseFilter(in); result = new DecimalDigitFilter(result); result = new IndicNormalizationFilter(result); return result; } }





© 2015 - 2025 Weber Informatics LLC | Privacy Policy