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/*
 * 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;

import org.apache.commons.io.IOUtils;
import org.apache.tika.Tika;
import org.apache.tika.config.TikaConfig;
import org.apache.tika.exception.TikaException;
import org.apache.tika.metadata.Metadata;
import org.apache.tika.mime.MediaType;
import org.apache.tika.parser.AbstractParser;
import org.apache.tika.parser.ParseContext;
import org.apache.tika.parser.ner.opennlp.OpenNLPNERecogniser;
import org.apache.tika.parser.ner.regex.RegexNERecogniser;
import org.apache.tika.sax.XHTMLContentHandler;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.xml.sax.ContentHandler;
import org.xml.sax.SAXException;

import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.Reader;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;

/**
 *
 * This implementation of {@link org.apache.tika.parser.Parser} extracts
 * entity names from text content and adds it to the metadata.
 * 

All the metadata keys will have a common suffix {@value #MD_KEY_PREFIX}

*

The Named Entity recogniser implementation can be changed by setting the * system property {@value #SYS_PROP_NER_IMPL} value to a name of class that * implements {@link NERecogniser} contract

* @see OpenNLPNERecogniser * @see NERecogniser * */ public class NamedEntityParser extends AbstractParser { public static final Logger LOG = LoggerFactory.getLogger(NamedEntityParser.class); public static final Set MEDIA_TYPES = new HashSet<>(); public static final String MD_KEY_PREFIX = "NER_"; public static final String DEFAULT_NER_IMPL = OpenNLPNERecogniser.class.getName() + "," + RegexNERecogniser.class.getName(); public static final String SYS_PROP_NER_IMPL = "ner.impl.class"; public Tika secondaryParser; static { MEDIA_TYPES.add(MediaType.TEXT_PLAIN); } private List nerChain; private volatile boolean initialized = false; private volatile boolean available = false; private synchronized void initialize(ParseContext context) { if (initialized) { return; } initialized = true; //TODO: read class name from context or config //There can be multiple classes in the form of comma separated class names; String classNamesString = System.getProperty(SYS_PROP_NER_IMPL, DEFAULT_NER_IMPL); String[] classNames = classNamesString.split(","); this.nerChain = new ArrayList<>(classNames.length); for (String className : classNames) { className = className.trim(); LOG.info("going to load, instantiate and bind the instance of {}", className); try { NERecogniser recogniser = (NERecogniser) Class.forName(className).newInstance(); LOG.info("{} is available ? {}", className, recogniser.isAvailable()); if (recogniser.isAvailable()) { nerChain.add(recogniser); } } catch (Exception e) { LOG.error(e.getMessage(), e); } } try { TikaConfig config = new TikaConfig(); this.secondaryParser = new Tika(config); this.available = !nerChain.isEmpty(); LOG.info("Number of NERecognisers in chain {}", nerChain.size()); } catch (Exception e){ LOG.error(e.getMessage(), e); this.available = false; } } public Set getSupportedTypes(ParseContext parseContext) { return MEDIA_TYPES; } public void parse(InputStream inputStream, ContentHandler contentHandler, Metadata metadata, ParseContext parseContext) throws IOException, SAXException, TikaException { if (!initialized) { initialize(parseContext); } if (!available) { return; } Reader reader = MediaType.TEXT_PLAIN.toString() .equals(metadata.get(Metadata.CONTENT_TYPE)) ? new InputStreamReader(inputStream, StandardCharsets.UTF_8) : secondaryParser.parse(inputStream); String text = IOUtils.toString(reader); IOUtils.closeQuietly(reader); for (NERecogniser ner : nerChain) { Map> names = ner.recognise(text); if (names != null) { for (Map.Entry> entry : names.entrySet()) { if (entry.getValue() != null) { String mdKey = MD_KEY_PREFIX + entry.getKey(); for (String name : entry.getValue()) { metadata.add(mdKey, name); } } } } } XHTMLContentHandler xhtml = new XHTMLContentHandler(contentHandler, metadata); extractOutput(text.trim(), xhtml); } /** * writes the content to the given XHTML * content handler * * @param content * the content which needs to be written * @param xhtml * XHTML content handler * @throws SAXException * if the XHTML SAX events could not be handled * */ private void extractOutput(String content, XHTMLContentHandler xhtml) throws SAXException{ xhtml.startDocument(); xhtml.startElement("div"); xhtml.characters(content); xhtml.endElement("div"); xhtml.endDocument(); } }




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