org.cogroo.analyzer.ShallowParser Maven / Gradle / Ivy
/**
* Copyright (C) 2012 cogroo
*
* 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 org.cogroo.analyzer;
import java.util.ArrayList;
import java.util.List;
import org.cogroo.text.Document;
import org.cogroo.text.Sentence;
import org.cogroo.text.SyntacticChunk;
import org.cogroo.text.Token;
import org.cogroo.text.impl.SyntacticChunkImpl;
import org.cogroo.tools.chunker2.ChunkerME;
import org.cogroo.util.TextUtils;
import opennlp.tools.chunker.ChunkSample;
import opennlp.tools.util.Span;
public class ShallowParser implements Analyzer {
private ChunkerME shallowParser;
public ShallowParser(ChunkerME shallowParser) {
this.shallowParser = shallowParser;
}
public void analyze(Document document) {
List sentences = document.getSentences();
for (Sentence sentence : sentences) {
List tokens = sentence.getTokens();
List syntChunks = new ArrayList();
String[] tags = new String[tokens.size()];
for (int i = 0; i < tokens.size(); i++)
tags[i] = tokens.get(i).getPOSTag() + "|" + tokens.get(i).getChunkTag();
String[] tokensString = TextUtils.tokensToString(tokens);
String[] spTags = null;
synchronized (this.shallowParser) {
spTags = shallowParser.chunk(tokensString, tags);
}
for (int i = 0; i < spTags.length; i++) {
tokens.get(i).setSyntacticTag(spTags[i]);
}
Span[] spSpans = ChunkSample.phrasesAsSpanList(tokensString, tags, spTags);
for (Span span : spSpans) {
SyntacticChunk st = new SyntacticChunkImpl(span.getType(),
span.getStart(), span.getEnd(), sentence);
syntChunks.add(st);
}
sentence.setSyntacticChunks(syntChunks);
}
}
}