/*
* RapidMiner
*
* Copyright (C) 2001-2014 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.gui.renderer.data;
import java.awt.Component;
import java.util.LinkedList;
import java.util.List;
import com.rapidminer.datatable.DataTable;
import com.rapidminer.datatable.DataTableExampleSetAdapter;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.AttributeWeights;
import com.rapidminer.example.ExampleSet;
import com.rapidminer.gui.renderer.AbstractDataTableTableRenderer;
import com.rapidminer.gui.viewer.DataViewer;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.MissingIOObjectException;
import com.rapidminer.operator.UserError;
import com.rapidminer.operator.ports.InputPort;
import com.rapidminer.operator.ports.metadata.ExampleSetMetaData;
import com.rapidminer.operator.ports.metadata.MetaData;
import com.rapidminer.operator.tools.AttributeSubsetSelector;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeInt;
import com.rapidminer.parameter.UndefinedParameterError;
/**
* A renderer for the data view of example sets.
*
* @author Ingo Mierswa
*/
public class ExampleSetDataRenderer extends AbstractDataTableTableRenderer {
public static final String RENDERER_NAME = "Data View";
private AttributeSubsetSelector subsetSelector = null;
@Override
public String getName() {
return RENDERER_NAME;
}
@Override
public Component getVisualizationComponent(Object renderable, IOContainer ioContainer) {
ExampleSet exampleSet = (ExampleSet)renderable;
return new DataViewer(exampleSet, true);
}
/** This method is used to create a {@link DataTable} from this example set. The default implementation
* returns an instance of {@link DataTableExampleSetAdapter}. The given IOContainer is used to check if
* there are compatible attribute weights which would used as column weights of the returned table.
* Subclasses might want to override this method in order to allow for other data tables. */
@Override
public DataTable getDataTable(Object renderable, IOContainer container, boolean isRendering) {
ExampleSet exampleSet = (ExampleSet)renderable;
try {
exampleSet = subsetSelector.getSubset(exampleSet, false);
} catch (UndefinedParameterError e1) {
} catch (UserError e1) {
}
AttributeWeights weights = null;
if (container != null) {
try {
weights = container.get(AttributeWeights.class);
for (Attribute attribute : exampleSet.getAttributes()) {
double weight = weights.getWeight(attribute.getName());
if (Double.isNaN(weight)) { // not compatible
weights = null;
break;
}
}
} catch (MissingIOObjectException e) {}
}
return new DataTableExampleSetAdapter(exampleSet, weights);
}
@Override
public List<ParameterType> getParameterTypes(InputPort inputPort) {
List<ParameterType> types = new LinkedList<ParameterType>();
subsetSelector = new AttributeSubsetSelector(this, inputPort);
types.addAll(subsetSelector.getParameterTypes());
int maxRow = Integer.MAX_VALUE;
if (inputPort != null) {
MetaData metaData = inputPort.getMetaData();
if (metaData != null) {
if (metaData instanceof ExampleSetMetaData) {
ExampleSetMetaData emd = (ExampleSetMetaData) metaData;
if (emd.getNumberOfExamples().isKnown())
maxRow = emd.getNumberOfExamples().getNumber();
}
}
}
types.add(new ParameterTypeInt(PARAMETER_MIN_ROW, "Indicates the first row number which should be rendered.", 1, Integer.MAX_VALUE, 1, false));
types.add(new ParameterTypeInt(PARAMETER_MAX_ROW, "Indicates the last row number which should be rendered.", 1, Integer.MAX_VALUE, maxRow, false));
return types;
}
}