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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 com.google.common.base.Preconditions;
import org.apache.commons.lang3.builder.Builder;
import org.grouplens.lenskit.data.pref.PreferenceDomain;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.annotation.Nonnull;
import java.io.File;
/**
* Command to return a CSV data source.
*
* @author GroupLens Research
*/
public class CSVDataSourceBuilder implements Builder {
private static final Logger logger = LoggerFactory.getLogger(CSVDataSourceBuilder.class);
private String name;
String delimiter = ",";
File inputFile;
PreferenceDomain domain;
public CSVDataSourceBuilder() {}
public CSVDataSourceBuilder(String name) {
this.name = name;
}
public CSVDataSourceBuilder(File file) {
inputFile = file;
}
/**
* Set the data source name. If unspecified, a name is derived from the file.
*
* @param n The name of the data source.
* @see #setFile(File)
*/
public CSVDataSourceBuilder setName(String n) {
name = n;
return this;
}
@Nonnull
public String getName() {
if (name != null) {
return name;
} else {
return inputFile.getName();
}
}
/**
* Get the input file.
* @return The input file for the builder.
*/
public File getFile() {
return inputFile;
}
/**
* Set the input file. If unspecified, the name (see {@link #setName(String)}) is used
* as the file name.
*
* @param file The file to read ratings from.
*/
public CSVDataSourceBuilder setFile(File file) {
inputFile = file;
return this;
}
/**
* Set the input file by name.
* @param fn The input file name.
* @return The builder (for chaining).
*/
public CSVDataSourceBuilder setFile(String fn) {
return setFile(new File(fn));
}
/**
* Get the input delimiter.
*/
public String getDelimiter() {
return delimiter;
}
/**
* Set the input field delimiter. The default is the tab character.
*
* @param delim The input delimiter.
*/
public CSVDataSourceBuilder setDelimiter(String delim) {
delimiter = delim;
return this;
}
/**
* Specify whether to cache ratings in memory. Caching is enabled by default.
*
* @param on {@code false} to disable caching.
*/
@Deprecated
public CSVDataSourceBuilder setCache(boolean on) {
logger.warn("the cache directive on CSV files is now a no-op");
return this;
}
public PreferenceDomain getDomain() {
return domain;
}
/**
* Set the preference domain for the data source.
*
* @param dom The preference domain.
* @return The command (for chaining).
*/
public CSVDataSourceBuilder setDomain(PreferenceDomain dom) {
domain = dom;
return this;
}
/**
* Build the data source. At least one of {@link #setName(String)} or
* {@link #setFile(File)} must be called prior to building.
*
* @return The configured data source.
*/
@Override
public CSVDataSource build() {
// if no name, use the file name
if (name == null && inputFile != null) {
setName(inputFile.toString());
}
// if no file, use the name
if (inputFile == null && name != null) {
inputFile = new File(getName());
}
// by now we should have a file
Preconditions.checkState(inputFile != null, "no input file specified");
return new CSVDataSource(getName(), inputFile, delimiter, domain);
}
}
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