opennlp.tools.ml.model.GenericModelWriter Maven / Gradle / Ivy
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* 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 opennlp.tools.ml.model;
import java.io.BufferedWriter;
import java.io.DataOutputStream;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.util.zip.GZIPOutputStream;
import opennlp.tools.ml.maxent.io.BinaryGISModelWriter;
import opennlp.tools.ml.maxent.io.BinaryQNModelWriter;
import opennlp.tools.ml.maxent.io.PlainTextGISModelWriter;
import opennlp.tools.ml.model.AbstractModel.ModelType;
import opennlp.tools.ml.naivebayes.BinaryNaiveBayesModelWriter;
import opennlp.tools.ml.naivebayes.PlainTextNaiveBayesModelWriter;
import opennlp.tools.ml.perceptron.BinaryPerceptronModelWriter;
import opennlp.tools.ml.perceptron.PlainTextPerceptronModelWriter;
public class GenericModelWriter extends AbstractModelWriter {
private AbstractModelWriter delegateWriter;
public GenericModelWriter(AbstractModel model, File file) throws IOException {
String filename = file.getName();
OutputStream os;
// handle the zipped/not zipped distinction
if (filename.endsWith(".gz")) {
os = new GZIPOutputStream(new FileOutputStream(file));
filename = filename.substring(0, filename.length() - 3);
} else {
os = new FileOutputStream(file);
}
// handle the different formats
if (filename.endsWith(".bin")) {
init(model, new DataOutputStream(os));
} else { // filename ends with ".txt"
init(model, new BufferedWriter(new OutputStreamWriter(os)));
}
}
public GenericModelWriter(AbstractModel model, DataOutputStream dos) {
init(model, dos);
}
private void init(AbstractModel model, DataOutputStream dos) {
if (model.getModelType() == ModelType.Perceptron) {
delegateWriter = new BinaryPerceptronModelWriter(model, dos);
} else if (model.getModelType() == ModelType.Maxent) {
delegateWriter = new BinaryGISModelWriter(model, dos);
} else if (model.getModelType() == ModelType.MaxentQn) {
delegateWriter = new BinaryQNModelWriter(model, dos);
}
if (model.getModelType() == ModelType.NaiveBayes) {
delegateWriter = new BinaryNaiveBayesModelWriter(model, dos);
}
}
private void init(AbstractModel model, BufferedWriter bw) {
if (model.getModelType() == ModelType.Perceptron) {
delegateWriter = new PlainTextPerceptronModelWriter(model, bw);
} else if (model.getModelType() == ModelType.Maxent) {
delegateWriter = new PlainTextGISModelWriter(model, bw);
}
if (model.getModelType() == ModelType.NaiveBayes) {
delegateWriter = new PlainTextNaiveBayesModelWriter(model, bw);
}
}
@Override
public void close() throws IOException {
delegateWriter.close();
}
@Override
public void persist() throws IOException {
delegateWriter.persist();
}
@Override
public void writeDouble(double d) throws IOException {
delegateWriter.writeDouble(d);
}
@Override
public void writeInt(int i) throws IOException {
delegateWriter.writeInt(i);
}
@Override
public void writeUTF(String s) throws IOException {
delegateWriter.writeUTF(s);
}
}