/**
* 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 java.util.LinkedList;
import java.util.List;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.set.ConditionCreationException;
import com.rapidminer.operator.Operator;
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.ParameterTypeAttribute;
/**
* @author Tobias Malbrecht
*/
public class SingleAttributeFilter extends AbstractAttributeFilterCondition {
public static final String PARAMETER_ATTRIBUTE = "attribute";
private String attributeName;
@Override
public void init(ParameterHandler operator) throws UserError, ConditionCreationException {
attributeName = operator.getParameterAsString(PARAMETER_ATTRIBUTE);
if (attributeName == null || attributeName.length() == 0) {
throw new UserError(operator instanceof Operator ? (Operator) operator : null, 111);
}
}
@Override
public MetaDataInfo isFilteredOutMetaData(AttributeMetaData attribute, ParameterHandler handler)
throws ConditionCreationException {
if (attributeName == null || attributeName.length() == 0) {
throw new ConditionCreationException(
"The condition for a single attribute needs a non-empty attribute parameter string.");
}
return attribute.getName().equals(attributeName) ? MetaDataInfo.NO : MetaDataInfo.YES;
}
@Override
public ScanResult beforeScanCheck(Attribute attribute) throws UserError {
if (attribute.getName().equals(attributeName)) {
return ScanResult.KEEP;
} else {
return ScanResult.REMOVE;
}
}
@Override
public List<ParameterType> getParameterTypes(ParameterHandler operator, InputPort inPort, int... valueTypes) {
List<ParameterType> types = new LinkedList<>();
ParameterType type = new ParameterTypeAttribute(PARAMETER_ATTRIBUTE, "The attribute which should be chosen.",
inPort, true, valueTypes);
type.setExpert(false);
types.add(type);
return types;
}
}