org.cogroo.analyzer.Chunker 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 opennlp.tools.chunker.ChunkSample;
import opennlp.tools.util.Span;
import org.cogroo.text.Chunk;
import org.cogroo.text.Document;
import org.cogroo.text.Sentence;
import org.cogroo.text.Token;
import org.cogroo.text.impl.ChunkImpl;
import org.cogroo.tools.chunker2.ChunkerME;
import org.cogroo.util.TextUtils;
public class Chunker implements Analyzer {
private ChunkerME chunker;
public Chunker(ChunkerME chunker) {
this.chunker = chunker;
}
public void analyze(Document document) {
List sentences = document.getSentences();
for (Sentence sentence : sentences) {
List tokens = sentence.getTokens();
String[] tags = new String[tokens.size()];
for (int i = 0; i < tokens.size(); i++)
tags[i] = tokens.get(i).getPOSTag();
String[] tokensString = TextUtils.tokensToString(tokens);
List chunks = new ArrayList();
String[] chunkTags;
synchronized (chunker) {
chunkTags = chunker.chunk(tokensString, tags);
}
for (int i = 0; i < chunkTags.length; i++) {
tokens.get(i).setChunkTag(chunkTags[i]);
}
Span[] chunksSpans = ChunkSample.phrasesAsSpanList(tokensString, tags, chunkTags);
for (Span span : chunksSpans) {
Chunk chunk = new ChunkImpl(span.getType(), span.getStart(), span.getEnd(), sentence);
chunks.add(chunk);
}
sentence.setChunks(chunks);
}
}
}