/**
* 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.gui.renderer.data;
import java.util.LinkedHashMap;
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.plotter.Plotter;
import com.rapidminer.gui.plotter.PlotterConfigurationModel;
import com.rapidminer.gui.renderer.AbstractDataTablePlotterRenderer;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.MissingIOObjectException;
/**
* A renderer for the plot view of example sets.
*
* @author Ingo Mierswa
*/
public class ExampleSetPlotRenderer extends AbstractDataTablePlotterRenderer {
@Override
public LinkedHashMap<String, Class<? extends Plotter>> getPlotterSelection() {
return PlotterConfigurationModel.DATA_SET_PLOTTER_SELECTION;
}
/**
* 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) {
ExampleSet exampleSet = (ExampleSet) renderable;
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, false);
}
}