/** * 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; } }