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/*
* Copyright (c) 2010-2025 Haifeng Li. All rights reserved.
*
* Smile is free software: you can redistribute it and/or modify it
* under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Smile is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Smile. If not, see .
*/
package smile.nlp.dictionary;
import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStreamReader;
import java.util.HashSet;
import java.util.Iterator;
import java.util.Objects;
/**
* Several sets of English stop words.
*
* @author Haifeng Li
*/
public enum EnglishStopWords implements StopWords {
/**
* Default stop words list.
*/
DEFAULT("/smile/nlp/dictionary/stop-words_en.txt"),
/**
* A very long list of stop words.
*/
COMPREHENSIVE("/smile/nlp/dictionary/stop-words_en_more.txt"),
/**
* The stop words list used by Google.
*/
GOOGLE("/smile/nlp/dictionary/stop-words_en_google.txt"),
/**
* The stop words list used by MySQL FullText feature.
*/
MYSQL("/smile/nlp/dictionary/stop-words_en_mysql.txt");
/**
* A set of stop words.
*/
private final HashSet dict;
/**
* Constructor.
*/
EnglishStopWords(String resource) {
dict = new HashSet<>();
try (BufferedReader input = new BufferedReader(new InputStreamReader(Objects.requireNonNull(this.getClass().getResourceAsStream(resource))))) {
String line;
while ((line = input.readLine()) != null) {
line = line.trim();
if (!line.isEmpty()) {
dict.add(line);
}
}
} catch (IOException ex) {
final org.slf4j.Logger logger = org.slf4j.LoggerFactory.getLogger(EnglishStopWords.class);
logger.error("Failed to load English stop words", ex);
}
}
@Override
public boolean contains(String word) {
return dict.contains(word);
}
@Override
public int size() {
return dict.size();
}
@Override
public Iterator iterator() {
return dict.iterator();
}
}
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