blob: cd3a1b7369d4fced2ba8cf755c79890ea0d99260 [file] [log] [blame]
/*
* 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.stanbol.enhancer.engines.entitylinking.labeltokenizer.opennlp;
import opennlp.tools.tokenize.Tokenizer;
import opennlp.tools.tokenize.TokenizerME;
import opennlp.tools.tokenize.TokenizerModel;
import org.apache.felix.scr.annotations.Activate;
import org.apache.felix.scr.annotations.Component;
import org.apache.felix.scr.annotations.Deactivate;
import org.apache.felix.scr.annotations.Properties;
import org.apache.felix.scr.annotations.Property;
import org.apache.felix.scr.annotations.Reference;
import org.apache.felix.scr.annotations.Service;
import org.apache.stanbol.commons.opennlp.OpenNLP;
import org.apache.stanbol.enhancer.engines.entitylinking.LabelTokenizer;
import org.apache.stanbol.enhancer.nlp.utils.LanguageConfiguration;
import org.osgi.framework.Constants;
import org.osgi.service.cm.ConfigurationException;
import org.osgi.service.component.ComponentContext;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Implementation of a LabelTokenizer based on OpenNLP that
* allows to configure custom Tokenizer models for specific
* languages.<p>
* <b>NOTE:</b> This component requires the optional dependency
* to <code>o.a.stanbol.commons.opennlp</code> as it dependes
* on the the {@link OpenNLP} service to retrieve {@link Tokenizer}
* and load {@link TokenizerModel}s.<p>
* This component registers itself with a service ranking of <code>-100</code>
* @author Rupert Westenthaler
*
*/
@Component(immediate=true)
@Service
@Properties(value={
@Property(name=Constants.SERVICE_RANKING,intValue=-100),
@Property(name=LabelTokenizer.SUPPORTED_LANUAGES,value="*")})
public class OpenNlpLabelTokenizer implements LabelTokenizer {
private final Logger log = LoggerFactory.getLogger(OpenNlpLabelTokenizer.class);
public static final String PARAM_MODEL = "model";
@Reference
protected OpenNLP openNlp;
public OpenNlpLabelTokenizer(){}
public OpenNlpLabelTokenizer(OpenNLP openNLP){
this.openNlp = openNLP;
}
private LanguageConfiguration languageConfig = new LanguageConfiguration(
LabelTokenizer.SUPPORTED_LANUAGES, new String[]{"*"});
@Activate
protected void activate(ComponentContext ctx) throws ConfigurationException {
languageConfig.setConfiguration(ctx.getProperties());
}
@Deactivate
protected void deactivate(ComponentContext ctx){
languageConfig.setDefault();
}
@Override
public String[] tokenize(String label, String language) {
if(label == null){
throw new IllegalArgumentException("The parsed Label MUST NOT be NULL!");
}
if(languageConfig.isLanguage(language)){
String modelName = languageConfig.getParameter(language, PARAM_MODEL);
if(modelName != null){
try {
TokenizerModel model = openNlp.getModel(TokenizerModel.class, modelName, null);
return new TokenizerME(model).tokenize(label);
} catch (Exception e) {
log.warn("Unable to load configured TokenizerModel '"+modelName
+ "' for language '"+language
+ "! Fallback to default Tokenizers",e);
}
}
//fallback to the defaults
return openNlp.getTokenizer(language).tokenize(label);
} else { //language not configured
return null;
}
}
}