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.List; 036 037import opennlp.tools.tokenize.TokenizerME; 038import opennlp.tools.tokenize.TokenizerModel; 039 040import org.openimaj.text.nlp.textpipe.annotations.RawTextAnnotation; 041import org.openimaj.text.nlp.textpipe.annotations.TokenAnnotation; 042 043/** 044 * @author Sina Samangooei (ss@ecs.soton.ac.uk) 045 * 046 */ 047public class OpenNLPTokenAnnotator extends AbstractTokenAnnotator { 048 049 /** 050 * 051 */ 052 public static final String TOKEN_MODEL_PROP = "org.openimaj.text.opennlp.models.token"; 053 private static final String TOKEN_MODEL_DEFAULT = "/org/openimaj/text/opennlp/models/en-token.bin"; 054 TokenizerME tokenizer; 055 056 /** 057 * 058 */ 059 public OpenNLPTokenAnnotator() { 060 super(); 061 InputStream modelIn = null; 062 modelIn = OpenNLPTokenAnnotator.class.getResourceAsStream(System.getProperty(TOKEN_MODEL_PROP, 063 TOKEN_MODEL_DEFAULT)); 064 TokenizerModel model = null; 065 try { 066 model = new TokenizerModel(modelIn); 067 } catch (final IOException e) { 068 e.printStackTrace(); 069 } finally { 070 if (modelIn != null) { 071 try { 072 modelIn.close(); 073 } catch (final IOException e) { 074 } 075 } 076 } 077 tokenizer = new TokenizerME(model); 078 } 079 080 @Override 081 void checkForRequiredAnnotations(RawTextAnnotation annotation) 082 throws MissingRequiredAnnotationException 083 { 084 085 } 086 087 @Override 088 public List<TokenAnnotation> tokenise(String text) { 089 final List<TokenAnnotation> tla = new ArrayList<TokenAnnotation>(); 090 int currentOff = 0; 091 for (final String token : tokenizer.tokenize(text)) { 092 final int start = currentOff + (text.substring(currentOff).indexOf(token)); 093 final int stop = start + token.length(); 094 tla.add(new TokenAnnotation(token, text.substring(currentOff, stop), start, stop)); 095 currentOff = stop; 096 } 097 return tla; 098 } 099 100}