/**
* 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.attributes;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.set.ConditionCreationException;
import com.rapidminer.operator.UserError;
import com.rapidminer.operator.ports.InputPort;
import com.rapidminer.operator.ports.metadata.AttributeMetaData;
import com.rapidminer.operator.ports.metadata.MetaDataInfo;
import com.rapidminer.parameter.ParameterHandler;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeAttributes;
import java.util.LinkedList;
import java.util.List;
/**
* A filter condition for subsets of attributes.
*
* @author Tobias Malbrecht
*/
public class SubsetAttributeFilter extends AbstractAttributeFilterCondition {
public static final String PARAMETER_ATTRIBUTES = "attributes";
public static final String PARAMETER_ATTRIBUTES_SEPERATOR = "\\|";
private String attributeNames;
@Override
public void init(ParameterHandler operator) throws UserError, ConditionCreationException {
attributeNames = operator.getParameterAsString(PARAMETER_ATTRIBUTES);
}
@Override
public MetaDataInfo isFilteredOutMetaData(AttributeMetaData attribute, ParameterHandler handler)
throws ConditionCreationException {
if ((attributeNames == null) || (attributeNames.length() == 0)) {
return MetaDataInfo.YES;
}
boolean found = false;
for (String attributeName : attributeNames.split(PARAMETER_ATTRIBUTES_SEPERATOR)) {
if (attribute.getName().equals(attributeName)) {
found = true;
}
}
return found ? MetaDataInfo.NO : MetaDataInfo.YES;
}
@Override
public ScanResult beforeScanCheck(Attribute attribute) throws UserError {
if (attributeNames == null || attributeNames.length() == 0) {
return ScanResult.REMOVE;
}
for (String attributeName : attributeNames.split(PARAMETER_ATTRIBUTES_SEPERATOR)) {
if (attribute.getName().equals(attributeName)) {
return ScanResult.KEEP;
}
}
return ScanResult.REMOVE;
}
@Override
public List<ParameterType> getParameterTypes(ParameterHandler operator, final InputPort inPort, int... valueTypes) {
List<ParameterType> types = new LinkedList<ParameterType>();
ParameterType type = new ParameterTypeAttributes(PARAMETER_ATTRIBUTES, "The attribute which should be chosen.",
inPort, valueTypes);
type.setExpert(false);
types.add(type);
return types;
}
}