/**
* Copyright (C) 2001-2017 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.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.example;
import com.rapidminer.tools.LogService;
import java.util.logging.Level;
/**
* Attribute statistics object for (pseudo-)numerical attributes like real numerical attributes or
* date attributes.
*
* @author Ingo Mierswa
*/
public class MinMaxStatistics implements Statistics {
private static final long serialVersionUID = 1027895282018510951L;
private double minimum = Double.POSITIVE_INFINITY;
private double maximum = Double.NEGATIVE_INFINITY;
public MinMaxStatistics() {}
/** Clone constructor. */
private MinMaxStatistics(MinMaxStatistics other) {
this.minimum = other.minimum;
this.maximum = other.maximum;
}
@Override
public Object clone() {
return new MinMaxStatistics(this);
}
@Override
public void count(double value, double weight) {
if (!Double.isNaN(value)) {
if (minimum > value) {
minimum = value;
}
if (maximum < value) {
maximum = value;
}
}
}
@Override
public double getStatistics(Attribute attribute, String name, String parameter) {
if (MINIMUM.equals(name)) {
return this.minimum;
} else if (MAXIMUM.equals(name)) {
return this.maximum;
} else {
// LogService.getRoot().warning("Cannot calculate statistics, unknown type: " + name);
LogService.getRoot().log(Level.WARNING, "com.rapidminer.example.MinMaxStatistics.calculating_statistics_error",
name);
return Double.NaN;
}
}
@Override
public boolean handleStatistics(String name) {
return MINIMUM.equals(name) || MAXIMUM.equals(name);
}
@Override
public void startCounting(Attribute attribute) {
this.minimum = Double.POSITIVE_INFINITY;
this.maximum = Double.NEGATIVE_INFINITY;
}
}