/* * RapidMiner * * Copyright (C) 2001-2011 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.preprocessing.transformation.aggregation; import com.rapidminer.example.Attribute; import com.rapidminer.tools.Ontology; /** * This class implements the Median Aggregation function. This will calculate the * median of a source attribute for each group by remembering all values. * * @author Sebastian Land */ public class MedianAggregationFunction extends NumericalAggregationFunction { public static final String FUNCTION_MEDIAN = "median"; public MedianAggregationFunction(Attribute sourceAttribute, boolean ignoreMissings, boolean countOnlyDisctinct) { super(sourceAttribute, ignoreMissings, countOnlyDisctinct, FUNCTION_MEDIAN, FUNCTION_SEPARATOR_OPEN, FUNCTION_SEPARATOR_CLOSE); } public MedianAggregationFunction(Attribute sourceAttribute, boolean ignoreMissings, boolean countOnlyDisctinct, String functionName, String separatorOpen, String separatorClose) { super(sourceAttribute, ignoreMissings, countOnlyDisctinct, functionName, separatorOpen, separatorClose); } @Override public Aggregator createAggregator() { return new MedianAggregator(this); } @Override protected int getTargetValueType(int sourceValueType) { return sourceValueType; } @Override public boolean isCompatible() { return getSourceAttribute().isNumerical() || Ontology.ATTRIBUTE_VALUE_TYPE.isA(getSourceAttribute().getValueType(), Ontology.DATE_TIME); } }