001/** 002 * Copyright (c) 2011, The University of Southampton and the individual contributors. 003 * All rights reserved. 004 * 005 * Redistribution and use in source and binary forms, with or without modification, 006 * are permitted provided that the following conditions are met: 007 * 008 * * Redistributions of source code must retain the above copyright notice, 009 * this list of conditions and the following disclaimer. 010 * 011 * * Redistributions in binary form must reproduce the above copyright notice, 012 * this list of conditions and the following disclaimer in the documentation 013 * and/or other materials provided with the distribution. 014 * 015 * * Neither the name of the University of Southampton nor the names of its 016 * contributors may be used to endorse or promote products derived from this 017 * software without specific prior written permission. 018 * 019 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND 020 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED 021 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE 022 * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR 023 * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES 024 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 025 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON 026 * ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT 027 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 028 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 029 */ 030package org.openimaj.text.nlp.textpipe.annotators; 031 032import java.io.IOException; 033import java.io.InputStream; 034import java.util.ArrayList; 035import java.util.Arrays; 036import java.util.List; 037 038import opennlp.tools.sentdetect.SentenceDetectorME; 039import opennlp.tools.sentdetect.SentenceModel; 040 041import org.openimaj.text.nlp.textpipe.annotations.RawTextAnnotation; 042import org.openimaj.text.nlp.textpipe.annotations.SentenceAnnotation; 043 044/** 045 * {@link SentenceDetectorME} backed by a {@link SentenceModel} loaded from the 046 * resource located at: {@link OpenNLPSentenceAnnotator#SENTENCE_MODEL_PROP} 047 * 048 * @author Sina Samangooei (ss@ecs.soton.ac.uk) 049 * 050 */ 051public class OpenNLPSentenceAnnotator extends AbstractSentenceAnnotator { 052 053 /** 054 * Property name pointing to the sentence model 055 */ 056 public static final String SENTENCE_MODEL_PROP = "org.openimaj.text.opennlp.models.sent"; 057 public static final String SENTENCE_MODEL_DEFAULT = "/org/openimaj/text/opennlp/models/en-sent.bin"; 058 SentenceDetectorME sentenceDetector; 059 060 public OpenNLPSentenceAnnotator() { 061 super(); 062 InputStream modelIn = null; 063 modelIn = OpenNLPSentenceAnnotator.class.getResourceAsStream(System.getProperty(SENTENCE_MODEL_PROP, 064 SENTENCE_MODEL_DEFAULT)); 065 SentenceModel model = null; 066 try { 067 model = new SentenceModel(modelIn); 068 } catch (final IOException e) { 069 e.printStackTrace(); 070 } finally { 071 if (modelIn != null) { 072 try { 073 modelIn.close(); 074 } catch (final IOException e) { 075 } 076 } 077 } 078 sentenceDetector = new SentenceDetectorME(model); 079 } 080 081 @Override 082 protected List<SentenceAnnotation> getSentenceAnnotations(String text) { 083 final ArrayList<SentenceAnnotation> sents = new ArrayList<SentenceAnnotation>(); 084 final List<String> sentences = Arrays.asList(sentenceDetector.sentDetect(text)); 085 final int currentOff = 0; 086 for (int i = 0; i < sentences.size(); i++) { 087 final String sentence = sentences.get(i); 088 final int start = currentOff + (text.substring(currentOff).indexOf(sentence)); 089 final int stop = start + sentence.length(); 090 sents.add(new SentenceAnnotation(sentence, start, stop)); 091 } 092 return sents; 093 } 094 095 @Override 096 void checkForRequiredAnnotations(RawTextAnnotation annotation) 097 throws MissingRequiredAnnotationException 098 { 099 // TODO Auto-generated method stub 100 101 } 102 103}