/**
* 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);
}
}