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Facilities for evaluating recommender algorithms.
/*
* LensKit, an open source recommender systems toolkit.
* Copyright 2010-2014 LensKit Contributors. See CONTRIBUTORS.md.
* Work on LensKit has been funded by the National Science Foundation under
* grants IIS 05-34939, 08-08692, 08-12148, and 10-17697.
*
* This program 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 2.1 of the
* License, or (at your option) any later version.
*
* This program 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 General Public License for more
* details.
*
* You should have received a copy of the GNU General Public License along with
* this program; if not, write to the Free Software Foundation, Inc., 51
* Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
*/
package org.lenskit.eval.crossfold;
import com.google.common.collect.Lists;
import com.google.common.io.Closer;
import org.lenskit.data.output.RatingWriter;
import java.io.Closeable;
import java.io.IOException;
import java.nio.file.Path;
import java.util.List;
import java.util.Random;
/**
* Manager for outputs for a crossfold operation.
*/
class CrossfoldOutput implements Closeable {
private final Random random;
private final Closer closer;
private final int count;
private final List trainWriters, testWriters;
public CrossfoldOutput(Crossfolder cf, Random rng) throws IOException {
random = rng;
closer = Closer.create();
count = cf.getPartitionCount();
trainWriters = Lists.newArrayListWithCapacity(count);
testWriters = Lists.newArrayListWithCapacity(count);
try {
for (Path path: cf.getTrainingFiles()) {
trainWriters.add(closer.register(cf.openWriter(path)));
}
for (Path path: cf.getTestFiles()) {
testWriters.add(closer.register(cf.openWriter(path)));
}
} catch (Exception ex) {
// this funny logic is needed to make the closer add any close exceptions as suppressed exceptions
// to the exception we're failing with
try {
throw closer.rethrow(ex);
} finally {
closer.close();
}
}
// the constructor has succeeded - closing will be handled by the close method
}
/**
* Get the RNG for this output.
* @return The output's RNG.
*/
public Random getRandom() {
return random;
}
public int getCount() {
return count;
}
public RatingWriter getTrainWriter(int i) {
return trainWriters.get(i);
}
public RatingWriter getTestWriter(int i) {
return testWriters.get(i);
}
@Override
public void close() throws IOException {
closer.close();
}
}
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