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/*
 * Copyright (c) 2010-2021 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.normalizer;

import java.util.regex.Pattern;

/**
 * A baseline normalizer for processing Unicode text.
 * 
    *
  • Apply Unicode normalization form NFKC.
  • *
  • Strip, trim, normalize, and compress whitespace.
  • *
  • Remove control and formatting characters.
  • *
  • Normalize dash, double and single quotes.
  • *
* * @author Mark Arehart */ public class SimpleNormalizer implements Normalizer { private static final Pattern WHITESPACE = Pattern.compile("(?U)\\s+"); private static final Pattern CONTROL_FORMAT_CHARS = Pattern.compile("[\\p{Cc}\\p{Cf}]"); private static final Pattern DOUBLE_QUOTES = Pattern.compile("[\\u02BA\\u201C\\u201D\\u201E\\u201F\\u2033\\u2036\\u275D\\u275E\\u301D\\u301E\\u301F\\uFF02]"); private static final Pattern SINGLE_QUOTES = Pattern.compile("[\\u0060\\u02BB\\u02BC\\u02BD\\u2018\\u2019\\u201A\\u201B\\u275B\\u275C]"); private static final Pattern DASH = Pattern.compile("[\\u2012\\u2013\\u2014\\u2015\\u2053]"); /** * The singleton instance. */ private static final SimpleNormalizer singleton = new SimpleNormalizer(); /** * Constructor. */ private SimpleNormalizer() { } /** * Returns the singleton instance. * @return the singleton instance. */ public static SimpleNormalizer getInstance() { return singleton; } @Override public String normalize(String text) { if (!java.text.Normalizer.isNormalized(text, java.text.Normalizer.Form.NFKC)) { text = java.text.Normalizer.normalize(text, java.text.Normalizer.Form.NFKC); } text = WHITESPACE.matcher(text).replaceAll(" "); text = CONTROL_FORMAT_CHARS.matcher(text).replaceAll(""); text = DOUBLE_QUOTES.matcher(text).replaceAll("\""); text = SINGLE_QUOTES.matcher(text).replaceAll("'"); text = DASH.matcher(text).replaceAll("--"); return text.trim(); } }




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