/** * 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.plotter; import com.rapidminer.datatable.DataTable; import com.rapidminer.gui.plotter.conditions.ColumnsPlotterCondition; import com.rapidminer.gui.plotter.conditions.PlotterCondition; import java.awt.Color; import java.awt.Graphics; import java.awt.Graphics2D; import java.awt.geom.Rectangle2D; import java.util.Iterator; /** * <code>GridViz</code> is a simple extension of <code>RadViz</code> that places the dimensional * anchors on a rectangular grid instead of using the perimeter of a circle. The number of * dimensions that can be displayed increases significantly. * * @author Daniel Hakenjos, Ingo Mierswa */ public class GridVizPlotter extends RadVizPlotter { private static final long serialVersionUID = 9178351977037267613L; private static final int MAX_NUMBER_OF_COLUMNS = 10000; /** Constructs a new GridVizPlotter. */ public GridVizPlotter(PlotterConfigurationModel settings) { super(settings); } /** Constructs a new GridVizPlotter. */ public GridVizPlotter(PlotterConfigurationModel settings, DataTable dataTable) { super(settings); setDataTable(dataTable); } @Override public PlotterCondition getPlotterCondition() { return new ColumnsPlotterCondition(MAX_NUMBER_OF_COLUMNS); } protected void calculateAttributeVectors(int totalSize, int gridSize, int gridDelta) { int dim = this.dataTable.getNumberOfColumns(); anchorVectorX = new double[dim]; anchorVectorY = new double[dim]; int gridX = 0; int gridY = totalSize; int counter = 0; for (int i = 0; i < this.dataTable.getNumberOfColumns(); i++) { if ((i == colorColumn) || (shouldIgnoreColumn(i))) { continue; } if (counter % gridSize == 0) { gridX = 0; gridY -= gridDelta; } anchorVectorX[i] = gridX; anchorVectorY[i] = gridY; gridX += gridDelta; counter++; } } @Override protected void paintPlotter(Graphics graphics) { Graphics2D g = (Graphics2D) graphics.create(); int width = getWidth(); int height = getHeight(); g.setColor(Color.BLACK); int totalSize = Math.min(width, height) - 2 * MARGIN; int numberOfColumns = this.dataTable.getNumberOfColumns(); if (colorColumn >= 0) { numberOfColumns--; } numberOfColumns -= ignoreList.getSelectedIndices().length; if (numberOfColumns == 0) { return; } int gridSize = (int) Math.ceil(Math.sqrt(numberOfColumns)); int gridDelta = totalSize / gridSize; calculateAttributeVectors(totalSize, gridSize, gridDelta); // draw the axis and calculate the attribute vectors g.setFont(LABEL_FONT); for (int i = 0; i < this.dataTable.getNumberOfColumns(); i++) { if ((i == colorColumn) || (shouldIgnoreColumn(i))) { continue; } int x = (int) (MARGIN + anchorVectorX[i]); int y = (int) (MARGIN + totalSize - anchorVectorY[i]); // draw weights if (this.dataTable.isSupportingColumnWeights()) { g.setColor(getWeightColor(this.dataTable.getColumnWeight(columnMapping[i]), this.maxWeight)); Rectangle2D weightRect = new Rectangle2D.Double(x, y - gridDelta, gridDelta, gridDelta); g.fill(weightRect); } // draw lines g.setColor(GRID_COLOR); g.drawLine(x, y, x + gridDelta, y); g.drawLine(x, y, x, y - gridDelta); // draw axis-labels g.drawString(this.dataTable.getColumnName(columnMapping[i]), x + 5, y - 5); } // draw points calculateSamplePoints(); int centerPoint = totalSize / 2 + MARGIN; Iterator<PlotterPoint> i = plotterPoints.iterator(); ColorProvider colorProvider = getColorProvider(); while (i.hasNext()) { drawPoint(g, i.next(), colorProvider, centerPoint, centerPoint, 1.0d); } // legend if ((colorColumn != -1) && (plotterPoints.size() > 0)) { drawLegend(g, dataTable, colorColumn); } } }