/* Copyright 2009-2015 David Hadka
*
* This file is part of the MOEA Framework.
*
* The MOEA Framework is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, either version 3 of the License, or (at your
* option) any later version.
*
* The MOEA Framework is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
* or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public
* License for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with the MOEA Framework. If not, see <http://www.gnu.org/licenses/>.
*/
package org.moeaframework.algorithm;
import java.io.BufferedInputStream;
import java.io.BufferedOutputStream;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
import java.io.Serializable;
import org.moeaframework.core.Algorithm;
/**
* Decorates an {@link Algorithm} to periodically save checkpoint files from
* which the algorithm can resume itself if unexpectedly terminated.
* <p>
* <pre>
* File stateFile = new File("last.state");
*
* //if last.state exists, algorithm will be restored to last state
* Algorithm algorithm = new Checkpoints(new NSGAII(...), stateFile, 100);
*
* while (!algorithm.isTerminated()) {
* algorithm.step(); //periodically saves state to last.state
* }
* </pre>
*/
public class Checkpoints extends PeriodicAction {
/**
* The file containing the checkpoint states.
*/
private final File stateFile;
/**
* Decorates an algorithm to periodically save checkpoints from which the
* algorithm can resume itself if unexpectedly terminated.
*
* @param algorithm the algorithm
* @param stateFile the file containing the checkpoint states
* @param checkpointFrequency the number of objective function evaluations
* between checkpoints
*/
public Checkpoints(Algorithm algorithm, File stateFile,
int checkpointFrequency) {
super(algorithm, checkpointFrequency, FrequencyType.EVALUATIONS);
this.stateFile = stateFile;
if (stateFile.exists() && (stateFile.length() != 0L)) {
try {
algorithm.setState(loadState());
} catch (Exception e) {
e.printStackTrace();
System.err.println(
"an error occurred while reading the state file");
}
}
}
/**
* Saves the state.
*
* @param state the state
* @throws IOException if an I/O error occurred
*/
private void saveState(Serializable state) throws IOException {
ObjectOutputStream oos = null;
try {
oos = new ObjectOutputStream(new BufferedOutputStream(
new FileOutputStream(stateFile)));
oos.writeObject(state);
} finally {
if (oos != null) {
oos.close();
}
}
}
/**
* Loads the state.
*
* @return the state
* @throws IOException if an I/O error occurred
* @throws ClassNotFoundException if the class of a serialized object could
* not be found.
*/
private Object loadState() throws IOException, ClassNotFoundException {
ObjectInputStream ois = null;
try {
ois = new ObjectInputStream(new BufferedInputStream(
new FileInputStream(stateFile)));
return ois.readObject();
} finally {
if (ois != null) {
ois.close();
}
}
}
@Override
public void doAction() {
try {
saveState(algorithm.getState());
} catch (IOException e) {
System.err.println(
"an error occurred while writing the state file");
}
}
}