/* * 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.tika.parser.ner.regex; import org.apache.commons.io.IOUtils; import org.apache.tika.parser.ner.NERecogniser; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.InputStream; import java.nio.charset.StandardCharsets; import java.util.HashMap; import java.util.HashSet; import java.util.List; import java.util.Map; import java.util.Set; import java.util.regex.Matcher; import java.util.regex.Pattern; /** * This class offers an implementation of {@link NERecogniser} based on * Regular Expressions. *<p> * The default configuration file {@value NER_REGEX_FILE} is used when no * argument constructor is used to instantiate this class. The regex file is * loaded via {@link Class#getResourceAsStream(String)}, so the file should be * placed in the same package path as of this class. * </p> * The format of regex configuration as follows: * <pre> * ENTITY_TYPE1=REGEX1 * ENTITY_TYPE2=REGEX2 * </pre> * * <i>For example, to extract week day from text:</i> * <pre>WEEK_DAY=(?i)((sun)|(mon)|(tues)|(thurs)|(fri)|((sat)(ur)?))(day)? * </pre> * @since Nov. 7, 2015 */ public class RegexNERecogniser implements NERecogniser { public static final String NER_REGEX_FILE = "ner-regex.txt"; private static Logger LOG = LoggerFactory.getLogger(RegexNERecogniser.class); public Set<String> entityTypes = new HashSet<>(); public Map<String, Pattern> patterns; private boolean available = false; private static RegexNERecogniser INSTANCE; public RegexNERecogniser(){ this(RegexNERecogniser.class.getResourceAsStream(NER_REGEX_FILE)); } public RegexNERecogniser(InputStream stream){ try { patterns = new HashMap<>(); List<String> lines = IOUtils.readLines(stream, StandardCharsets.UTF_8); IOUtils.closeQuietly(stream); for (String line : lines) { line = line.trim(); if (line.isEmpty() || line.startsWith("#")){ //empty or comment continue; //skip } int delim = line.indexOf('='); if (delim < 0) { //delim not found //skip LOG.error("Skipped : Invalid config : {} ", line); continue; } String type = line.substring(0, delim).trim(); String patternStr = line.substring(delim+1, line.length()).trim(); patterns.put(type, Pattern.compile(patternStr)); entityTypes.add(type); } } catch (Exception e) { LOG.error(e.getMessage(), e); } available = !entityTypes.isEmpty(); } public synchronized static RegexNERecogniser getInstance() { if (INSTANCE == null) { INSTANCE = new RegexNERecogniser(); } return INSTANCE; } @Override public boolean isAvailable() { return available; } @Override public Set<String> getEntityTypes() { return entityTypes; } /** * finds matching sub groups in text * @param text text containing interesting sub strings * @param pattern pattern to find sub strings * @return set of sub strings if any found, or null if none found */ public Set<String> findMatches(String text, Pattern pattern){ Set<String> results = null; Matcher matcher = pattern.matcher(text); if (matcher.find()) { results = new HashSet<>(); results.add(matcher.group(0)); while (matcher.find()) { results.add(matcher.group(0)); } } return results; } @Override public Map<String, Set<String>> recognise(String text) { Map<String, Set<String>> result = new HashMap<>(); for (Map.Entry<String, Pattern> entry : patterns.entrySet()) { Set<String> names = findMatches(text, entry.getValue()); if (names != null) { result.put(entry.getKey(), names); } } return result; } }