#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Text;
using System.Drawing;
using System.Linq;
using HeuristicLab.Charting;
using System.Windows.Forms;
using HeuristicLab.CEDMA.Core;
using HeuristicLab.PluginInfrastructure;
using HeuristicLab.Core;
using HeuristicLab.CEDMA.DB.Interfaces;
namespace HeuristicLab.CEDMA.Charting {
public class BubbleChart : Chart {
private const string X_JITTER = "__X_JITTER";
private const string Y_JITTER = "__Y_JITTER";
private const double maxXJitterPercent = 0.05;
private const double maxYJitterPercent = 0.05;
private const int minBubbleSize = 5;
private const int maxBubbleSize = 30;
private const int maxAlpha = 255;
private const int minAlpha = 50;
private static readonly Color defaultColor = Color.Blue;
private static readonly Color selectionColor = Color.Red;
private double xJitterFactor = 0.0;
private double yJitterFactor = 0.0;
private string xDimension;
private string yDimension;
private string sizeDimension;
private bool invertSize;
private double minX = double.PositiveInfinity;
private double minY = double.PositiveInfinity;
private double maxX = double.NegativeInfinity;
private double maxY = double.NegativeInfinity;
private List records;
private Results results;
private Dictionary primitiveToEntryDictionary;
private Dictionary entryToPrimitiveDictionary;
private Random random = new Random();
private Group points;
public BubbleChart(Results results, PointD lowerLeft, PointD upperRight)
: base(lowerLeft, upperRight) {
records = new List();
primitiveToEntryDictionary = new Dictionary();
entryToPrimitiveDictionary = new Dictionary();
this.results = results;
foreach (var resultsEntry in results.GetEntries()) {
if (resultsEntry.Get(X_JITTER) == null)
resultsEntry.Set(X_JITTER, random.NextDouble() * 2.0 - 1.0);
if (resultsEntry.Get(Y_JITTER) == null)
resultsEntry.Set(Y_JITTER, random.NextDouble() * 2.0 - 1.0);
records.Add(resultsEntry);
}
results.Changed += new EventHandler(results_Changed);
}
void results_Changed(object sender, EventArgs e) {
Repaint();
EnforceUpdate();
}
public BubbleChart(Results results, double x1, double y1, double x2, double y2)
: this(results, new PointD(x1, y1), new PointD(x2, y2)) {
}
public void SetBubbleSizeDimension(string dimension, bool inverted) {
this.sizeDimension = dimension;
this.invertSize = inverted;
Repaint();
EnforceUpdate();
}
public void ShowXvsY(string xDimension, string yDimension) {
if (this.xDimension != xDimension || this.yDimension != yDimension) {
this.xDimension = xDimension;
this.yDimension = yDimension;
ResetViewSize();
Repaint();
ZoomToViewSize();
}
}
internal void SetJitter(double xJitterFactor, double yJitterFactor) {
this.xJitterFactor = xJitterFactor * maxXJitterPercent * Size.Width;
this.yJitterFactor = yJitterFactor * maxYJitterPercent * Size.Height;
Repaint();
EnforceUpdate();
}
private void Repaint() {
if (xDimension == null || yDimension == null) return;
double maxSize = 1;
double minSize = 1;
if (sizeDimension != null && results.OrdinalVariables.Contains(sizeDimension)) {
var sizes = records
.Select(x => Convert.ToDouble(x.Get(sizeDimension)))
.Where(size => !double.IsInfinity(size) && size != double.MaxValue && size != double.MinValue)
.OrderBy(r => r);
minSize = sizes.ElementAt((int)(sizes.Count() * 0.1));
maxSize = sizes.ElementAt((int)(sizes.Count() * 0.9));
} else {
minSize = 1;
maxSize = 1;
}
UpdateEnabled = false;
Group.Clear();
primitiveToEntryDictionary.Clear();
entryToPrimitiveDictionary.Clear();
points = new Group(this);
Group.Add(new Axis(this, 0, 0, AxisType.Both));
UpdateViewSize(0, 0, 5);
foreach (ResultsEntry r in records) {
double x, y;
int size;
if (results.OrdinalVariables.Contains(xDimension)) {
x = Convert.ToDouble(r.Get(xDimension)) + (double)r.Get(X_JITTER) * xJitterFactor;
} else if (results.CategoricalVariables.Contains(xDimension)) {
x = results.IndexOfCategoricalValue(xDimension, r.Get(xDimension)) + (double)r.Get(X_JITTER) * xJitterFactor;
} else {
x = double.NaN;
}
if (results.OrdinalVariables.Contains(yDimension)) {
y = Convert.ToDouble(r.Get(yDimension)) + (double)r.Get(Y_JITTER) * yJitterFactor;
} else if (results.CategoricalVariables.Contains(yDimension)) {
y = results.IndexOfCategoricalValue(yDimension, r.Get(yDimension)) + (double)r.Get(Y_JITTER) * yJitterFactor;
} else {
y = double.NaN;
}
size = CalculateSize(Convert.ToDouble(r.Get(sizeDimension)), minSize, maxSize);
if (double.IsInfinity(x) || x == double.MaxValue || x == double.MinValue) x = double.NaN;
if (double.IsInfinity(y) || y == double.MaxValue || y == double.MinValue) y = double.NaN;
if (!double.IsNaN(x) && !double.IsNaN(y)) {
UpdateViewSize(x, y, size);
int alpha = CalculateAlpha(size);
Pen pen = new Pen(Color.FromArgb(alpha, r.Selected ? selectionColor : defaultColor));
Brush brush = pen.Brush;
FixedSizeCircle c = new FixedSizeCircle(this, x, y, size, pen, brush);
c.ToolTipText = r.GetToolTipText();
points.Add(c);
if (!r.Selected) c.IntoBackground();
primitiveToEntryDictionary[c] = r;
entryToPrimitiveDictionary[r] = c;
}
}
Group.Add(points);
UpdateEnabled = true;
}
private int CalculateSize(double size, double minSize, double maxSize) {
if (double.IsNaN(size) || double.IsInfinity(size) || size == double.MaxValue || size == double.MinValue) return minBubbleSize;
if (size > maxSize) size = maxSize;
if (size < minSize) size = minSize;
if (Math.Abs(maxSize - minSize) < 1.0E-10) return minBubbleSize;
double sizeDifference = ((size - minSize) / (maxSize - minSize) * (maxBubbleSize - minBubbleSize));
if (invertSize) return maxBubbleSize - (int)sizeDifference;
else return minBubbleSize + (int)sizeDifference;
}
private int CalculateAlpha(int size) {
return maxAlpha - (int)((double)(size - minBubbleSize) / (double)(maxBubbleSize - minBubbleSize) * (double)(maxAlpha - minAlpha));
}
private void ZoomToViewSize() {
if (minX < maxX && minY < maxY) {
// enlarge view by 5% on each side
double width = maxX - minX;
double height = maxY - minY;
minX = minX - width * 0.05;
maxX = maxX + width * 0.05;
minY = minY - height * 0.05;
maxY = maxY + height * 0.05;
ZoomIn(minX, minY, maxX, maxY);
}
}
private void UpdateViewSize(double x, double y, double size) {
if (x - size < minX) minX = x - size;
if (x + size > maxX) maxX = x + size;
if (y - size < minY) minY = y + size;
if (y + size > maxY) maxY = y + size;
}
private void ResetViewSize() {
minX = double.PositiveInfinity;
maxX = double.NegativeInfinity;
minY = double.PositiveInfinity;
maxY = double.NegativeInfinity;
}
internal ResultsEntry GetResultsEntry(Point point) {
ResultsEntry r = null;
IPrimitive p = points.GetPrimitive(TransformPixelToWorld(point));
if (p != null) {
primitiveToEntryDictionary.TryGetValue(p, out r);
}
return r;
}
public override void MouseDrag(Point start, Point end, MouseButtons button) {
if (button == MouseButtons.Left && Mode == ChartMode.Select) {
PointD a = TransformPixelToWorld(start);
PointD b = TransformPixelToWorld(end);
double minX = Math.Min(a.X, b.X);
double minY = Math.Min(a.Y, b.Y);
double maxX = Math.Max(a.X, b.X);
double maxY = Math.Max(a.Y, b.Y);
HeuristicLab.Charting.Rectangle rect = new HeuristicLab.Charting.Rectangle(this, minX, minY, maxX, maxY);
List primitives = new List();
primitives.AddRange(points.Primitives);
foreach (FixedSizeCircle p in primitives) {
if (rect.ContainsPoint(p.Point)) {
ResultsEntry r;
primitiveToEntryDictionary.TryGetValue(p, out r);
if (r != null) r.ToggleSelected();
}
}
if (primitives.Count() > 0) results.FireChanged();
} else {
base.MouseDrag(start, end, button);
}
}
public override void MouseClick(Point point, MouseButtons button) {
if (button == MouseButtons.Left) {
ResultsEntry r = GetResultsEntry(point);
if (r != null) {
r.ToggleSelected();
results.FireChanged();
}
} else {
base.MouseClick(point, button);
}
}
public override void MouseDoubleClick(Point point, MouseButtons button) {
if (button == MouseButtons.Left) {
ResultsEntry entry = GetResultsEntry(point);
if (entry != null) {
string serializedData = (string)entry.Get(Ontology.SerializedData.Uri.Replace(Ontology.CedmaNameSpace, ""));
var model = (IItem)PersistenceManager.RestoreFromGZip(Convert.FromBase64String(serializedData));
PluginManager.ControlManager.ShowControl(model.CreateView());
}
} else {
base.MouseDoubleClick(point, button);
}
}
}
}