/*
* RapidMiner
*
* Copyright (C) 2001-2008 by Rapid-I and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapid-i.com
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 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 Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.operator.io;
import java.io.File;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.util.List;
import javax.xml.parsers.DocumentBuilderFactory;
import javax.xml.parsers.ParserConfigurationException;
import org.w3c.dom.Document;
import org.w3c.dom.Element;
import org.xml.sax.SAXException;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.OperatorDescription;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.operator.UserError;
import com.rapidminer.operator.postprocessing.Threshold;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeFile;
/**
* Reads a threshold from a file. The first line must hold the threshold, the
* second the value of the first class, and the second the value of the second
* class. This file can be written in another process using the
* {@link ThresholdWriter}.
*
* @author Ingo Mierswa
* @version $Id: ThresholdLoader.java,v 1.6 2008/07/07 07:06:38 ingomierswa Exp $
*/
public class ThresholdLoader extends Operator {
/** The parameter name for "Filename for the threshold file." */
public static final String PARAMETER_THRESHOLD_FILE = "threshold_file";
public ThresholdLoader(OperatorDescription description) {
super(description);
}
/** Loads the threshold from a file. */
public IOObject[] apply() throws OperatorException {
File thresholdFile = getParameterAsFile(PARAMETER_THRESHOLD_FILE);
Threshold threshold = null;
try {
InputStream in = new FileInputStream(thresholdFile);
Document document = null;
try {
document = DocumentBuilderFactory.newInstance().newDocumentBuilder().parse(in);
} catch (SAXException e1) {
throw new IOException(e1.getMessage());
} catch (ParserConfigurationException e1) {
throw new IOException(e1.getMessage());
}
Element thresholdElement = document.getDocumentElement();
if (!thresholdElement.getTagName().equals("threshold")) {
throw new IOException("Outer tag of threshold file must be <threshold>");
}
String thresholdValueString = thresholdElement.getAttribute("value");
String thresholdFirst = thresholdElement.getAttribute("first");
String thresholdSecond = thresholdElement.getAttribute("second");
double thresholdValue = Double.parseDouble(thresholdValueString);
threshold = new Threshold(thresholdValue, thresholdFirst, thresholdSecond);
in.close();
} catch (IOException e) {
throw new UserError(this, e, 303, new Object[] { thresholdFile, e.getMessage() });
}
return new IOObject[] { threshold };
}
public Class<?>[] getInputClasses() {
return new Class[0];
}
public Class<?>[] getOutputClasses() {
return new Class[] { Threshold.class };
}
public List<ParameterType> getParameterTypes() {
List<ParameterType> types = super.getParameterTypes();
types.add(new ParameterTypeFile(PARAMETER_THRESHOLD_FILE, "Filename for the threshold file.", "thr", false));
return types;
}
}