smile.nlp.normalizer.SimpleNormalizer Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2010-2020 Haifeng Li. All rights reserved.
*
* Smile is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser 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 Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser 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 SimpleNormalizer singleton = new SimpleNormalizer();
/**
* Constructor.
*/
private SimpleNormalizer() { }
/**
* Returns the singleton instance.
*/
public static SimpleNormalizer getInstance() {
return singleton;
}
@Override
public String normalize(String text) {
text = text.trim();
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;
}
}