/*
* RapidMiner
*
* Copyright (C) 2001-2014 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.operator.preprocessing.transformation.aggregation;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.table.AttributeFactory;
import com.rapidminer.tools.Ontology;
/**
* This class implements an abstract superclass for all Nominal aggregation functions,
* the new attribute will have an empty mapping. All subclasses must take care to modify
* the mapping accordingly, if adding new nominal values.
*
* @author Sebastian Land
*/
public abstract class NominalAggregationFunction extends AggregationFunction {
private Attribute targetAttribute;
public NominalAggregationFunction(Attribute sourceAttribute, boolean ignoreMissings, boolean countOnlyDisctinct, String functionName, String separatorOpen, String separatorClose) {
super(sourceAttribute, ignoreMissings, countOnlyDisctinct);
if (sourceAttribute.isNominal()) {
this.targetAttribute = AttributeFactory.createAttribute(functionName + separatorOpen + getSourceAttribute().getName() + separatorClose, Ontology.POLYNOMINAL);
}
}
@Override
public Attribute getTargetAttribute() {
return targetAttribute;
}
@Override
public final boolean isCompatible() {
return getSourceAttribute().isNominal();
}
}