/*
 *  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.viewer;

import java.awt.BorderLayout;
import java.awt.FlowLayout;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.util.Random;

import javax.swing.ButtonGroup;
import javax.swing.JComponent;
import javax.swing.JPanel;
import javax.swing.JRadioButton;

import com.rapidminer.datatable.DataTable;
import com.rapidminer.datatable.SimpleDataTable;
import com.rapidminer.datatable.SimpleDataTableRow;
import com.rapidminer.example.Example;
import com.rapidminer.example.ExampleSet;
import com.rapidminer.gui.graphs.GraphViewer;
import com.rapidminer.gui.graphs.SimilarityGraphCreator;
import com.rapidminer.gui.plotter.PlotterConfigurationModel;
import com.rapidminer.gui.plotter.charts.HistogramChart;
import com.rapidminer.operator.similarity.SimilarityMeasureObject;
import com.rapidminer.tools.math.similarity.DistanceMeasure;


/**
 * Visualizes a similarity measure interactively.
 * 
 * @author Ingo Mierswa
 */
public class SimilarityVisualization extends JPanel {

	private static final long serialVersionUID = 1976956148942768107L;

	public SimilarityVisualization(SimilarityMeasureObject sim, ExampleSet exampleSet) {
		super();
		setLayout(new BorderLayout());

		DistanceMeasure measure = sim.getDistanceMeasure();
		ButtonGroup group = new ButtonGroup();
		JPanel togglePanel = new JPanel(new FlowLayout(FlowLayout.LEFT));

		// similarity table
		final JComponent tableView = new SimilarityTable(measure, exampleSet);
		final JRadioButton tableButton = new JRadioButton("Table View", true);
		tableButton.addActionListener(new ActionListener() {
			public void actionPerformed(ActionEvent e) {
				if (tableButton.isSelected()) {
					remove(1);
					add(tableView, BorderLayout.CENTER);
					repaint();
				}
			}
		});
		group.add(tableButton);
		togglePanel.add(tableButton);

		// graph view
		final JComponent graphView = new GraphViewer<String,String>(new SimilarityGraphCreator(measure, exampleSet));
		final JRadioButton graphButton = new JRadioButton("Graph View", false);
		graphButton.addActionListener(new ActionListener() {
			public void actionPerformed(ActionEvent e) {
				if (graphButton.isSelected()) {
					remove(1);
					add(graphView, BorderLayout.CENTER);
					repaint();
				}
			}
		});
		group.add(graphButton);
		togglePanel.add(graphButton);

		
		// histogram view
		DataTable dataTable = new SimpleDataTable("Histogram", new String[] { "Histogram" });
        double sampleRatio = Math.min(1.0d, 500.0d / exampleSet.size());
        
        Random random = new Random();
        int i = 0;
        for (Example example : exampleSet) {
        	int j = 0;
        	for (Example compExample : exampleSet) {
        		if (i != j && random.nextDouble() < sampleRatio) {
                    double simValue = measure.calculateSimilarity(example, compExample);
                    dataTable.add(new SimpleDataTableRow(new double[] { simValue }));
                }
        		j++;
            }
        	i++;
        }

        
		final PlotterConfigurationModel settings = new PlotterConfigurationModel(PlotterConfigurationModel.HISTOGRAM_PLOT, dataTable);
		settings.enablePlotColumn(0);
		settings.setParameterAsInt(HistogramChart.PARAMETER_NUMBER_OF_BINS, 100);

		
		final JRadioButton histogramButton = new JRadioButton("Histogram View", false);
		histogramButton.addActionListener(new ActionListener() {
			public void actionPerformed(ActionEvent e) {
				if (histogramButton.isSelected()) {
					remove(1);
					add(settings.getPlotter().getPlotter(), BorderLayout.CENTER);
					repaint();
				}
			}
		});
		group.add(histogramButton);
		togglePanel.add(histogramButton);

		// K distance view
		final SimilarityKDistanceVisualization kDistancePlotter = new SimilarityKDistanceVisualization(measure, exampleSet);
		final JRadioButton kdistanceButton = new JRadioButton("k-Distance View", false);
		kdistanceButton.addActionListener(new ActionListener() {
			public void actionPerformed(ActionEvent e) {
				if (kdistanceButton.isSelected()) {
					remove(1);
					add(kDistancePlotter, BorderLayout.CENTER);
					repaint();
				}
			}
		});
		group.add(kdistanceButton);
		togglePanel.add(kdistanceButton);
		

		add(togglePanel, BorderLayout.NORTH);
		add(tableView, BorderLayout.CENTER);
	}
}