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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.grouplens.lenskit.eval.data;
import org.grouplens.lenskit.data.dao.packed.BinaryFormatFlag;
import org.grouplens.lenskit.data.dao.packed.BinaryRatingPacker;
import org.grouplens.lenskit.util.table.writer.CSVWriter;
import java.io.File;
import java.io.IOException;
import java.util.EnumSet;
/**
* @author GroupLens Research
*/
public final class RatingWriters {
private RatingWriters() {}
/**
* Write ratings to a CSV file.
* @param file The file to write to.
* @return The rating writer.
* @throws IOException if there is an error opening the file.
*/
public static RatingWriter csv(File file) throws IOException {
return new CSVRatingWriter(CSVWriter.open(file, null));
}
/**
* Write ratings to a CSV file.
* @param file The file to write to.
* @param ts Whether or not to include timestamps.
* @return The rating writer.
* @throws IOException if there is an error opening the file.
*/
public static RatingWriter csv(File file, boolean ts) throws IOException {
CSVRatingWriter writer = new CSVRatingWriter(CSVWriter.open(file, null));
writer.setIncludeTimestamps(ts);
return writer;
}
/**
* Write ratings to a packed file.
* @param file The file to write to.
* @return The rating writer.
* @throws IOException if there is an error opening the file.
*/
public static RatingWriter packed(File file, BinaryFormatFlag... flags) throws IOException {
return new PackedRatingWriter(BinaryRatingPacker.open(file, flags));
}
/**
* Write ratings to a packed file.
* @param file The file to write to.
* @return The rating writer.
* @throws IOException if there is an error opening the file.
*/
public static RatingWriter packed(File file, EnumSet flags) throws IOException {
return new PackedRatingWriter(BinaryRatingPacker.open(file, flags));
}
}
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