/**
* Copyright (c) 2009/09-2012/08, Regents of the University of Colorado
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
/**
* Copyright 2012/09-2013/04, 2013/11-Present, University of Massachusetts Amherst
* Copyright 2013/05-2013/10, IPSoft Inc.
*
* 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 com.clearnlp.nlp.engine;
import java.io.FileInputStream;
import org.kohsuke.args4j.Option;
import org.w3c.dom.Element;
import com.clearnlp.classification.feature.JointFtrXml;
import com.clearnlp.nlp.NLPLib;
import com.clearnlp.nlp.train.AbstractNLPTrainer;
import com.clearnlp.nlp.train.DEPTrainer;
import com.clearnlp.nlp.train.POSTrainer;
import com.clearnlp.nlp.train.PredTrainer;
import com.clearnlp.nlp.train.RoleTrainer;
import com.clearnlp.nlp.train.SRLTrainer;
import com.clearnlp.util.UTFile;
import com.clearnlp.util.UTXml;
/**
* @since 2.0.0
* @author Jinho D. Choi ({@code jdchoi77@gmail.com})
*/
public class NLPTrain extends AbstractNLPTrain
{
@Option(name="-m", usage="model directory (output; required)", required=true, metaVar="<dirpath>")
protected String s_modelDir;
public NLPTrain()
{
super();
}
public NLPTrain(String[] args)
{
super(args);
train(s_configFile, s_featureFiles.split(DELIM_FILENAME), s_trainDir, s_modelDir);
}
public void train(String configFile, String[] featureFiles, String trainDir, String modelDir)
{
AbstractNLPTrainer trainer = getTrainer(s_mode);
String[] trainFiles = UTFile.getSortedFileListBySize(trainDir, ".*", true);
try
{
Element eConfig = UTXml.getDocumentElement(new FileInputStream(configFile));
JointFtrXml[] xmls = getFeatureTemplates(featureFiles);
trainer.train(eConfig, xmls, trainFiles, modelDir);
}
catch (Exception e) {e.printStackTrace();}
}
public AbstractNLPTrainer getTrainer(String mode)
{
switch (mode)
{
case NLPLib.MODE_POS : return new POSTrainer();
case NLPLib.MODE_DEP : return new DEPTrainer();
case NLPLib.MODE_PRED: return new PredTrainer();
case NLPLib.MODE_ROLE: return new RoleTrainer();
case NLPLib.MODE_SRL : return new SRLTrainer();
}
throw new IllegalArgumentException("The requested mode '"+mode+"' is not supported.");
}
static public void main(String[] args)
{
new NLPTrain(args);
}
}