#region License Information
/* HeuristicLab
* Copyright (C) 2002-2016 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.Drawing;
using System.Linq;
using System.Windows.Forms;
using System.Windows.Forms.DataVisualization.Charting;
using HeuristicLab.Analysis;
using HeuristicLab.Analysis.Views;
using HeuristicLab.Collections;
using HeuristicLab.Common;
using HeuristicLab.Core.Views;
using HeuristicLab.MainForm;
namespace HeuristicLab.DataPreprocessing.Views {
[View("Preprocessing ScatterPlot View")]
[Content(typeof(ScatterPlot), false)]
public partial class PreprocessingScatterPlotView : ItemView, IConfigureableView {
protected List invisibleSeries;
protected Dictionary>, ScatterPlotDataRow> pointsRowsTable;
private event EventHandler chartDoubleClick;
public new ScatterPlot Content {
get { return (ScatterPlot)base.Content; }
set { base.Content = value; }
}
public bool ShowLegend {
get { return chart.Legends[0].Enabled; }
set { chart.Legends[0].Enabled = value; }
}
public string XAxisFormat {
get { return chart.ChartAreas[0].AxisX.LabelStyle.Format; }
set { chart.ChartAreas[0].AxisX.LabelStyle.Format = value; }
}
public string YAxisFormat {
get { return chart.ChartAreas[0].AxisY.LabelStyle.Format; }
set { chart.ChartAreas[0].AxisY.LabelStyle.Format = value; }
}
public PreprocessingScatterPlotView() {
InitializeComponent();
pointsRowsTable = new Dictionary>, ScatterPlotDataRow>();
invisibleSeries = new List();
chart.CustomizeAllChartAreas();
chart.ChartAreas[0].CursorX.Interval = 1;
}
#region Event Handler Registration
protected override void DeregisterContentEvents() {
foreach (ScatterPlotDataRow row in Content.Rows)
DeregisterScatterPlotDataRowEvents(row);
Content.VisualPropertiesChanged -= new EventHandler(Content_VisualPropertiesChanged);
Content.Rows.ItemsAdded -= new CollectionItemsChangedEventHandler(Rows_ItemsAdded);
Content.Rows.ItemsRemoved -= new CollectionItemsChangedEventHandler(Rows_ItemsRemoved);
Content.Rows.ItemsReplaced -= new CollectionItemsChangedEventHandler(Rows_ItemsReplaced);
Content.Rows.CollectionReset -= new CollectionItemsChangedEventHandler(Rows_CollectionReset);
base.DeregisterContentEvents();
}
protected override void RegisterContentEvents() {
base.RegisterContentEvents();
Content.VisualPropertiesChanged += new EventHandler(Content_VisualPropertiesChanged);
Content.Rows.ItemsAdded += new CollectionItemsChangedEventHandler(Rows_ItemsAdded);
Content.Rows.ItemsRemoved += new CollectionItemsChangedEventHandler(Rows_ItemsRemoved);
Content.Rows.ItemsReplaced += new CollectionItemsChangedEventHandler(Rows_ItemsReplaced);
Content.Rows.CollectionReset += new CollectionItemsChangedEventHandler(Rows_CollectionReset);
}
protected virtual void RegisterScatterPlotDataRowEvents(ScatterPlotDataRow row) {
row.NameChanged += new EventHandler(Row_NameChanged);
row.VisualPropertiesChanged += new EventHandler(Row_VisualPropertiesChanged);
pointsRowsTable.Add(row.Points, row);
row.Points.ItemsAdded += new CollectionItemsChangedEventHandler>>(Points_ItemsAdded);
row.Points.ItemsRemoved += new CollectionItemsChangedEventHandler>>(Points_ItemsRemoved);
row.Points.ItemsReplaced += new CollectionItemsChangedEventHandler>>(Points_ItemsReplaced);
row.Points.CollectionReset += new CollectionItemsChangedEventHandler>>(Points_CollectionReset);
}
protected virtual void DeregisterScatterPlotDataRowEvents(ScatterPlotDataRow row) {
row.Points.ItemsAdded -= new CollectionItemsChangedEventHandler>>(Points_ItemsAdded);
row.Points.ItemsRemoved -= new CollectionItemsChangedEventHandler>>(Points_ItemsRemoved);
row.Points.ItemsReplaced -= new CollectionItemsChangedEventHandler>>(Points_ItemsReplaced);
row.Points.CollectionReset -= new CollectionItemsChangedEventHandler>>(Points_CollectionReset);
pointsRowsTable.Remove(row.Points);
row.VisualPropertiesChanged -= new EventHandler(Row_VisualPropertiesChanged);
row.NameChanged -= new EventHandler(Row_NameChanged);
}
#endregion
protected override void OnContentChanged() {
base.OnContentChanged();
invisibleSeries.Clear();
chart.ChartAreas[0].AxisX.Title = string.Empty;
chart.ChartAreas[0].AxisY.Title = string.Empty;
chart.Series.Clear();
if (Content != null) {
AddScatterPlotDataRows(Content.Rows);
ConfigureChartArea(chart.ChartAreas[0]);
RecalculateAxesScale(chart.ChartAreas[0]);
}
}
protected override void SetEnabledStateOfControls() {
base.SetEnabledStateOfControls();
chart.Enabled = Content != null;
}
public void ShowConfiguration() {
if (Content != null) {
using (ScatterPlotVisualPropertiesDialog dialog = new ScatterPlotVisualPropertiesDialog(Content)) {
dialog.ShowDialog(this);
}
} else MessageBox.Show("Nothing to configure.");
}
protected virtual void AddScatterPlotDataRows(IEnumerable rows) {
foreach (var row in rows) {
RegisterScatterPlotDataRowEvents(row);
Series series = new Series(row.Name);
if (row.VisualProperties.DisplayName.Trim() != String.Empty) series.LegendText = row.VisualProperties.DisplayName;
else series.LegendText = row.Name;
ConfigureSeries(series, row);
FillSeriesWithRowValues(series, row);
chart.Series.Add(series);
}
ConfigureChartArea(chart.ChartAreas[0]);
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
protected virtual void RemoveScatterPlotDataRows(IEnumerable rows) {
foreach (var row in rows) {
DeregisterScatterPlotDataRowEvents(row);
Series series = chart.Series[row.Name];
chart.Series.Remove(series);
if (invisibleSeries.Contains(series))
invisibleSeries.Remove(series);
}
RecalculateAxesScale(chart.ChartAreas[0]);
}
private void ConfigureSeries(Series series, ScatterPlotDataRow row) {
series.BorderWidth = 1;
series.BorderDashStyle = ChartDashStyle.Solid;
series.BorderColor = Color.Empty;
if (row.VisualProperties.Color != Color.Empty)
series.Color = row.VisualProperties.Color;
else series.Color = Color.Empty;
series.IsVisibleInLegend = row.VisualProperties.IsVisibleInLegend;
series.ChartType = SeriesChartType.FastPoint;
series.MarkerSize = row.VisualProperties.PointSize;
series.MarkerStyle = ConvertPointStyle(row.VisualProperties.PointStyle);
series.XAxisType = AxisType.Primary;
series.YAxisType = AxisType.Primary;
if (row.VisualProperties.DisplayName.Trim() != String.Empty) series.LegendText = row.VisualProperties.DisplayName;
else series.LegendText = row.Name;
string xAxisTitle = string.IsNullOrEmpty(Content.VisualProperties.XAxisTitle)
? "X"
: Content.VisualProperties.XAxisTitle;
string yAxisTitle = string.IsNullOrEmpty(Content.VisualProperties.YAxisTitle)
? "Y"
: Content.VisualProperties.YAxisTitle;
series.ToolTip =
series.LegendText + Environment.NewLine +
xAxisTitle + " = " + "#VALX," + Environment.NewLine +
yAxisTitle + " = " + "#VAL";
}
private void ConfigureChartArea(ChartArea area) {
if (Content.VisualProperties.AxisTitleFont != null) area.AxisX.TitleFont = Content.VisualProperties.AxisTitleFont;
if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisX.TitleForeColor = Content.VisualProperties.AxisTitleColor;
area.AxisX.Title = Content.VisualProperties.XAxisTitle;
area.AxisX.MajorGrid.Enabled = Content.VisualProperties.XAxisGrid;
if (Content.VisualProperties.AxisTitleFont != null) area.AxisY.TitleFont = Content.VisualProperties.AxisTitleFont;
if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisY.TitleForeColor = Content.VisualProperties.AxisTitleColor;
area.AxisY.Title = Content.VisualProperties.YAxisTitle;
area.AxisY.MajorGrid.Enabled = Content.VisualProperties.YAxisGrid;
}
private void RecalculateAxesScale(ChartArea area) {
// Reset the axes bounds so that RecalculateAxesScale() will assign new bounds
foreach (Axis a in area.Axes) {
a.Minimum = double.NaN;
a.Maximum = double.NaN;
}
area.RecalculateAxesScale();
area.AxisX.IsMarginVisible = false;
if (!Content.VisualProperties.XAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.XAxisMinimumFixedValue)) area.AxisX.Minimum = Content.VisualProperties.XAxisMinimumFixedValue;
if (!Content.VisualProperties.XAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.XAxisMaximumFixedValue)) area.AxisX.Maximum = Content.VisualProperties.XAxisMaximumFixedValue;
if (!Content.VisualProperties.YAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.YAxisMinimumFixedValue)) area.AxisY.Minimum = Content.VisualProperties.YAxisMinimumFixedValue;
if (!Content.VisualProperties.YAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.YAxisMaximumFixedValue)) area.AxisY.Maximum = Content.VisualProperties.YAxisMaximumFixedValue;
if (area.AxisX.Minimum >= area.AxisX.Maximum) area.AxisX.Maximum = area.AxisX.Minimum + 1;
if (area.AxisY.Minimum >= area.AxisY.Maximum) area.AxisY.Maximum = area.AxisY.Minimum + 1;
}
protected virtual void UpdateYCursorInterval() {
double interestingValuesRange = (
from series in chart.Series
where series.Enabled
let values = (from point in series.Points
where !point.IsEmpty
select point.YValues[0]).DefaultIfEmpty(1.0)
let range = values.Max() - values.Min()
where range > 0.0
select range
).DefaultIfEmpty(1.0).Min();
double digits = (int)Math.Log10(interestingValuesRange) - 3;
double yZoomInterval = Math.Pow(10, digits);
this.chart.ChartAreas[0].CursorY.Interval = yZoomInterval;
}
public event EventHandler ChartDoubleClick {
add { chartDoubleClick += value; }
remove { chartDoubleClick -= value; }
}
#region Event Handlers
#region Content Event Handlers
private void Content_VisualPropertiesChanged(object sender, EventArgs e) {
if (InvokeRequired)
Invoke(new EventHandler(Content_VisualPropertiesChanged), sender, e);
else {
ConfigureChartArea(chart.ChartAreas[0]);
RecalculateAxesScale(chart.ChartAreas[0]); // axes min/max could have changed
}
}
#endregion
#region Rows Event Handlers
private void Rows_ItemsAdded(object sender, CollectionItemsChangedEventArgs e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler(Rows_ItemsAdded), sender, e);
else {
AddScatterPlotDataRows(e.Items);
}
}
private void Rows_ItemsRemoved(object sender, CollectionItemsChangedEventArgs e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler(Rows_ItemsRemoved), sender, e);
else {
RemoveScatterPlotDataRows(e.Items);
}
}
private void Rows_ItemsReplaced(object sender, CollectionItemsChangedEventArgs e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler(Rows_ItemsReplaced), sender, e);
else {
RemoveScatterPlotDataRows(e.OldItems);
AddScatterPlotDataRows(e.Items);
}
}
private void Rows_CollectionReset(object sender, CollectionItemsChangedEventArgs e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler(Rows_CollectionReset), sender, e);
else {
RemoveScatterPlotDataRows(e.OldItems);
AddScatterPlotDataRows(e.Items);
}
}
#endregion
#region Row Event Handlers
private void Row_VisualPropertiesChanged(object sender, EventArgs e) {
if (InvokeRequired)
Invoke(new EventHandler(Row_VisualPropertiesChanged), sender, e);
else {
ScatterPlotDataRow row = (ScatterPlotDataRow)sender;
Series series = chart.Series[row.Name];
series.Points.Clear();
ConfigureSeries(series, row);
FillSeriesWithRowValues(series, row);
RecalculateAxesScale(chart.ChartAreas[0]);
}
}
private void Row_NameChanged(object sender, EventArgs e) {
if (InvokeRequired)
Invoke(new EventHandler(Row_NameChanged), sender, e);
else {
ScatterPlotDataRow row = (ScatterPlotDataRow)sender;
chart.Series[row.Name].Name = row.Name;
}
}
#endregion
#region Points Event Handlers
private void Points_ItemsAdded(object sender, CollectionItemsChangedEventArgs>> e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler>>(Points_ItemsAdded), sender, e);
else {
ScatterPlotDataRow row = null;
pointsRowsTable.TryGetValue((IObservableList>)sender, out row);
if (row != null) {
Series rowSeries = chart.Series[row.Name];
if (!invisibleSeries.Contains(rowSeries)) {
rowSeries.Points.Clear();
FillSeriesWithRowValues(rowSeries, row);
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
}
}
}
private void Points_ItemsRemoved(object sender, CollectionItemsChangedEventArgs>> e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler>>(Points_ItemsRemoved), sender, e);
else {
ScatterPlotDataRow row = null;
pointsRowsTable.TryGetValue((IObservableList>)sender, out row);
if (row != null) {
Series rowSeries = chart.Series[row.Name];
if (!invisibleSeries.Contains(rowSeries)) {
rowSeries.Points.Clear();
FillSeriesWithRowValues(rowSeries, row);
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
}
}
}
private void Points_ItemsReplaced(object sender, CollectionItemsChangedEventArgs>> e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler>>(Points_ItemsReplaced), sender, e);
else {
ScatterPlotDataRow row = null;
pointsRowsTable.TryGetValue((IObservableList>)sender, out row);
if (row != null) {
Series rowSeries = chart.Series[row.Name];
if (!invisibleSeries.Contains(rowSeries)) {
rowSeries.Points.Clear();
FillSeriesWithRowValues(rowSeries, row);
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
}
}
}
private void Points_CollectionReset(object sender, CollectionItemsChangedEventArgs>> e) {
if (InvokeRequired)
Invoke(new CollectionItemsChangedEventHandler>>(Points_CollectionReset), sender, e);
else {
ScatterPlotDataRow row = null;
pointsRowsTable.TryGetValue((IObservableList>)sender, out row);
if (row != null) {
Series rowSeries = chart.Series[row.Name];
if (!invisibleSeries.Contains(rowSeries)) {
rowSeries.Points.Clear();
FillSeriesWithRowValues(rowSeries, row);
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
}
}
}
#endregion
#endregion
#region Chart Event Handlers
private void chart_MouseDown(object sender, MouseEventArgs e) {
HitTestResult result = chart.HitTest(e.X, e.Y);
if (result.ChartElementType == ChartElementType.LegendItem) {
ToggleSeriesVisible(result.Series);
}
}
private void chart_MouseMove(object sender, MouseEventArgs e) {
HitTestResult result = chart.HitTest(e.X, e.Y);
if (result.ChartElementType == ChartElementType.LegendItem)
this.Cursor = Cursors.Hand;
else
this.Cursor = Cursors.Default;
}
private void chart_CustomizeLegend(object sender, CustomizeLegendEventArgs e) {
foreach (LegendItem legendItem in e.LegendItems) {
var series = chart.Series[legendItem.SeriesName];
if (series != null) {
bool seriesIsInvisible = invisibleSeries.Contains(series);
foreach (LegendCell cell in legendItem.Cells) {
cell.ForeColor = seriesIsInvisible ? Color.Gray : Color.Black;
}
}
}
}
#endregion
private void ToggleSeriesVisible(Series series) {
if (!invisibleSeries.Contains(series)) {
series.Points.Clear();
invisibleSeries.Add(series);
} else {
invisibleSeries.Remove(series);
if (Content != null) {
var row = (from r in Content.Rows
where r.Name == series.Name
select r).Single();
FillSeriesWithRowValues(series, row);
this.chart.Legends[series.Legend].ForeColor = Color.Black;
RecalculateAxesScale(chart.ChartAreas[0]);
UpdateYCursorInterval();
}
}
}
private void FillSeriesWithRowValues(Series series, ScatterPlotDataRow row) {
for (int i = 0; i < row.Points.Count; i++) {
var value = row.Points[i];
DataPoint point = new DataPoint();
if (IsInvalidValue(value.X) || IsInvalidValue(value.Y))
point.IsEmpty = true;
else {
point.XValue = value.X;
point.YValues = new double[] { value.Y };
}
series.Points.Add(point);
}
}
#region Helpers
private MarkerStyle ConvertPointStyle(ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle pointStyle) {
switch (pointStyle) {
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Circle:
return MarkerStyle.Circle;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Cross:
return MarkerStyle.Cross;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Diamond:
return MarkerStyle.Diamond;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Square:
return MarkerStyle.Square;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star4:
return MarkerStyle.Star4;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star5:
return MarkerStyle.Star5;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star6:
return MarkerStyle.Star6;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star10:
return MarkerStyle.Star10;
case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Triangle:
return MarkerStyle.Triangle;
default:
return MarkerStyle.None;
}
}
protected static bool IsInvalidValue(double x) {
return double.IsNaN(x) || x < (double)decimal.MinValue || x > (double)decimal.MaxValue;
}
#endregion
//bubble double click event with scatter plot view as sender
private void chart_DoubleClick(object sender, EventArgs e) {
if (chartDoubleClick != null)
chartDoubleClick(this, e);
}
}
}