/** * 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.operator.preprocessing.filter; import java.util.List; import com.rapidminer.example.Attribute; import com.rapidminer.example.ExampleSet; import com.rapidminer.example.set.SortedExampleSet; import com.rapidminer.operator.OperatorDescription; import com.rapidminer.operator.OperatorException; import com.rapidminer.operator.annotation.ResourceConsumptionEstimator; import com.rapidminer.operator.error.AttributeNotFoundError; import com.rapidminer.operator.ports.metadata.AttributeSetPrecondition; import com.rapidminer.operator.preprocessing.AbstractDataProcessing; import com.rapidminer.parameter.ParameterType; import com.rapidminer.parameter.ParameterTypeAttribute; import com.rapidminer.parameter.ParameterTypeCategory; import com.rapidminer.tools.OperatorResourceConsumptionHandler; /** * <p> * This operator sorts the given example set according to a single attribute. The example set is * sorted according to the natural order of the values of this attribute either in increasing or in * decreasing direction. * </p> * * @author Ingo Mierswa */ public class Sorting extends AbstractDataProcessing { /** * The parameter name for "Indicates the attribute which should be used for determining the * sorting." */ public static final String PARAMETER_ATTRIBUTE_NAME = "attribute_name"; /** The parameter name for "Indicates the direction of the sorting." */ public static final String PARAMETER_SORTING_DIRECTION = "sorting_direction"; public Sorting(OperatorDescription description) { super(description); getExampleSetInputPort().addPrecondition(new AttributeSetPrecondition(getExampleSetInputPort(), AttributeSetPrecondition.getAttributesByParameter(this, PARAMETER_ATTRIBUTE_NAME))); } @Override public ExampleSet apply(ExampleSet exampleSet) throws OperatorException { int sortingDirection = getParameterAsInt(PARAMETER_SORTING_DIRECTION); Attribute sortingAttribute = exampleSet.getAttributes().get(getParameterAsString(PARAMETER_ATTRIBUTE_NAME)); // some checks if (sortingAttribute == null) { throw new AttributeNotFoundError(this, PARAMETER_ATTRIBUTE_NAME, getParameterAsString(PARAMETER_ATTRIBUTE_NAME)); } ExampleSet result = new SortedExampleSet(exampleSet, sortingAttribute, sortingDirection, getProgress()); return result; } @Override public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeAttribute(PARAMETER_ATTRIBUTE_NAME, "Indicates the attribute which should be used for determining the sorting.", getExampleSetInputPort(), false)); types.add(new ParameterTypeCategory(PARAMETER_SORTING_DIRECTION, "Indicates the direction of the sorting.", SortedExampleSet.SORTING_DIRECTIONS, SortedExampleSet.INCREASING, false)); return types; } @Override public boolean writesIntoExistingData() { return false; } @Override public ResourceConsumptionEstimator getResourceConsumptionEstimator() { return OperatorResourceConsumptionHandler.getResourceConsumptionEstimator(getInputPort(), Sorting.class, null); } }