/** * 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; } }