/******************************************************************************* * Copyright (c) 2010 Haifeng Li * * Licensed 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 smile.nlp.normalizer; import java.util.regex.Pattern; /** * A baseline normalizer for processing Unicode text: * <ul> * <li>Apply Unicode normalization form NFKC.</li> * <li>Strip, trim, normalize, and compress whitespace.</li> * <li>Remove control and formatting characters.</li> * <li>Normalize double and single quotes.</li> * </ul> * * @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]"); /** * 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("'"); return text; } }