1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Collections.Generic;
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24 | using System.Drawing;
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25 | using System.Linq;
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26 | using System.Windows.Forms;
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27 | using System.Windows.Forms.DataVisualization.Charting;
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28 | using HeuristicLab.Collections;
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29 | using HeuristicLab.Common;
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30 | using HeuristicLab.Core.Views;
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31 | using HeuristicLab.MainForm;
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32 |
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33 | namespace HeuristicLab.Analysis.Views {
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34 | [View("ScatterPlot View")]
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35 | [Content(typeof(ScatterPlot), true)]
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36 | public partial class ScatterPlotView : NamedItemView, IConfigureableView {
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37 | protected List<Series> invisibleSeries;
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38 | protected Dictionary<IObservableList<Point2D<double>>, ScatterPlotDataRow> pointsRowsTable;
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39 |
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40 | public new ScatterPlot Content {
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41 | get { return (ScatterPlot)base.Content; }
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42 | set { base.Content = value; }
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43 | }
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44 |
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45 | public ScatterPlotView() {
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46 | InitializeComponent();
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47 | pointsRowsTable = new Dictionary<IObservableList<Point2D<double>>, ScatterPlotDataRow>();
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48 | invisibleSeries = new List<Series>();
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49 | chart.CustomizeAllChartAreas();
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50 | chart.ChartAreas[0].CursorX.Interval = 1;
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51 | }
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52 |
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53 | #region Event Handler Registration
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54 | protected override void DeregisterContentEvents() {
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55 | foreach (ScatterPlotDataRow row in Content.Rows)
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56 | DeregisterScatterPlotDataRowEvents(row);
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57 | Content.VisualPropertiesChanged -= new EventHandler(Content_VisualPropertiesChanged);
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58 | Content.Rows.ItemsAdded -= new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsAdded);
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59 | Content.Rows.ItemsRemoved -= new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsRemoved);
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60 | Content.Rows.ItemsReplaced -= new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsReplaced);
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61 | Content.Rows.CollectionReset -= new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_CollectionReset);
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62 | base.DeregisterContentEvents();
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63 | }
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64 | protected override void RegisterContentEvents() {
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65 | base.RegisterContentEvents();
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66 | Content.VisualPropertiesChanged += new EventHandler(Content_VisualPropertiesChanged);
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67 | Content.Rows.ItemsAdded += new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsAdded);
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68 | Content.Rows.ItemsRemoved += new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsRemoved);
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69 | Content.Rows.ItemsReplaced += new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsReplaced);
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70 | Content.Rows.CollectionReset += new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_CollectionReset);
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71 | }
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72 |
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73 | protected virtual void RegisterScatterPlotDataRowEvents(ScatterPlotDataRow row) {
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74 | row.NameChanged += new EventHandler(Row_NameChanged);
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75 | row.VisualPropertiesChanged += new EventHandler(Row_VisualPropertiesChanged);
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76 | pointsRowsTable.Add(row.Points, row);
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77 | row.Points.ItemsAdded += new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsAdded);
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78 | row.Points.ItemsRemoved += new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsRemoved);
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79 | row.Points.ItemsReplaced += new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsReplaced);
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80 | row.Points.CollectionReset += new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_CollectionReset);
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81 | }
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82 | protected virtual void DeregisterScatterPlotDataRowEvents(ScatterPlotDataRow row) {
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83 | row.Points.ItemsAdded -= new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsAdded);
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84 | row.Points.ItemsRemoved -= new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsRemoved);
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85 | row.Points.ItemsReplaced -= new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsReplaced);
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86 | row.Points.CollectionReset -= new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_CollectionReset);
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87 | pointsRowsTable.Remove(row.Points);
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88 | row.VisualPropertiesChanged -= new EventHandler(Row_VisualPropertiesChanged);
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89 | row.NameChanged -= new EventHandler(Row_NameChanged);
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90 | }
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91 | #endregion
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92 |
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93 | protected override void OnContentChanged() {
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94 | base.OnContentChanged();
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95 | invisibleSeries.Clear();
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96 | chart.Titles[0].Text = string.Empty;
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97 | chart.ChartAreas[0].AxisX.Title = string.Empty;
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98 | chart.ChartAreas[0].AxisY.Title = string.Empty;
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99 | chart.Series.Clear();
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100 | if (Content != null) {
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101 | chart.Titles[0].Text = Content.Name;
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102 | AddScatterPlotDataRows(Content.Rows);
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103 | ConfigureChartArea(chart.ChartAreas[0]);
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104 | RecalculateAxesScale(chart.ChartAreas[0]);
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105 | }
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106 | }
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107 |
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108 | protected override void SetEnabledStateOfControls() {
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109 | base.SetEnabledStateOfControls();
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110 | chart.Enabled = Content != null;
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111 | }
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112 |
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113 | public void ShowConfiguration() {
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114 | if (Content != null) {
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115 | using (ScatterPlotVisualPropertiesDialog dialog = new ScatterPlotVisualPropertiesDialog(Content)) {
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116 | dialog.ShowDialog(this);
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117 | }
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118 | } else MessageBox.Show("Nothing to configure.");
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119 | }
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120 |
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121 | protected virtual void AddScatterPlotDataRows(IEnumerable<ScatterPlotDataRow> rows) {
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122 | foreach (var row in rows) {
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123 | RegisterScatterPlotDataRowEvents(row);
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124 | Series series = new Series(row.Name);
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125 | if (row.VisualProperties.DisplayName.Trim() != String.Empty) series.LegendText = row.VisualProperties.DisplayName;
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126 | else series.LegendText = row.Name;
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127 | ConfigureSeries(series, row);
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128 | FillSeriesWithRowValues(series, row);
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129 | chart.Series.Add(series);
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130 | }
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131 | ConfigureChartArea(chart.ChartAreas[0]);
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132 | RecalculateAxesScale(chart.ChartAreas[0]);
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133 | UpdateYCursorInterval();
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134 | }
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135 |
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136 | protected virtual void RemoveScatterPlotDataRows(IEnumerable<ScatterPlotDataRow> rows) {
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137 | foreach (var row in rows) {
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138 | DeregisterScatterPlotDataRowEvents(row);
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139 | Series series = chart.Series[row.Name];
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140 | chart.Series.Remove(series);
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141 | if (invisibleSeries.Contains(series))
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142 | invisibleSeries.Remove(series);
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143 | }
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144 | RecalculateAxesScale(chart.ChartAreas[0]);
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145 | }
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146 |
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147 | private void ConfigureSeries(Series series, ScatterPlotDataRow row) {
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148 | series.BorderWidth = 1;
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149 | series.BorderDashStyle = ChartDashStyle.Solid;
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150 | series.BorderColor = Color.Empty;
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151 |
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152 | if (row.VisualProperties.Color != Color.Empty)
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153 | series.Color = row.VisualProperties.Color;
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154 | else series.Color = Color.Empty;
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155 | series.IsVisibleInLegend = row.VisualProperties.IsVisibleInLegend;
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156 | series.ChartType = SeriesChartType.FastPoint;
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157 | series.MarkerSize = row.VisualProperties.PointSize;
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158 | series.MarkerStyle = ConvertPointStyle(row.VisualProperties.PointStyle);
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159 | series.XAxisType = AxisType.Primary;
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160 | series.YAxisType = AxisType.Primary;
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161 |
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162 | if (row.VisualProperties.DisplayName.Trim() != String.Empty) series.LegendText = row.VisualProperties.DisplayName;
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163 | else series.LegendText = row.Name;
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164 |
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165 | string xAxisTitle = string.IsNullOrEmpty(Content.VisualProperties.XAxisTitle)
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166 | ? "X"
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167 | : Content.VisualProperties.XAxisTitle;
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168 | string yAxisTitle = string.IsNullOrEmpty(Content.VisualProperties.YAxisTitle)
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169 | ? "Y"
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170 | : Content.VisualProperties.YAxisTitle;
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171 | series.ToolTip =
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172 | series.LegendText + Environment.NewLine +
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173 | xAxisTitle + " = " + "#VALX," + Environment.NewLine +
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174 | yAxisTitle + " = " + "#VAL";
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175 | }
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176 |
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177 | private void ConfigureChartArea(ChartArea area) {
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178 | if (Content.VisualProperties.TitleFont != null) chart.Titles[0].Font = Content.VisualProperties.TitleFont;
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179 | if (!Content.VisualProperties.TitleColor.IsEmpty) chart.Titles[0].ForeColor = Content.VisualProperties.TitleColor;
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180 | chart.Titles[0].Text = Content.VisualProperties.Title;
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181 |
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182 | if (Content.VisualProperties.AxisTitleFont != null) area.AxisX.TitleFont = Content.VisualProperties.AxisTitleFont;
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183 | if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisX.TitleForeColor = Content.VisualProperties.AxisTitleColor;
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184 | area.AxisX.Title = Content.VisualProperties.XAxisTitle;
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185 | area.AxisX.MajorGrid.Enabled = Content.VisualProperties.XAxisGrid;
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186 |
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187 | if (Content.VisualProperties.AxisTitleFont != null) area.AxisY.TitleFont = Content.VisualProperties.AxisTitleFont;
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188 | if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisY.TitleForeColor = Content.VisualProperties.AxisTitleColor;
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189 | area.AxisY.Title = Content.VisualProperties.YAxisTitle;
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190 | area.AxisY.MajorGrid.Enabled = Content.VisualProperties.YAxisGrid;
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191 | }
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192 |
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193 | private void RecalculateAxesScale(ChartArea area) {
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194 | // Reset the axes bounds so that RecalculateAxesScale() will assign new bounds
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195 | foreach (Axis a in area.Axes) {
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196 | a.Minimum = double.NaN;
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197 | a.Maximum = double.NaN;
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198 | }
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199 | area.RecalculateAxesScale();
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200 | area.AxisX.IsMarginVisible = false;
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201 |
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202 | if (!Content.VisualProperties.XAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.XAxisMinimumFixedValue)) area.AxisX.Minimum = Content.VisualProperties.XAxisMinimumFixedValue;
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203 | if (!Content.VisualProperties.XAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.XAxisMaximumFixedValue)) area.AxisX.Maximum = Content.VisualProperties.XAxisMaximumFixedValue;
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204 | if (!Content.VisualProperties.YAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.YAxisMinimumFixedValue)) area.AxisY.Minimum = Content.VisualProperties.YAxisMinimumFixedValue;
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205 | if (!Content.VisualProperties.YAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.YAxisMaximumFixedValue)) area.AxisY.Maximum = Content.VisualProperties.YAxisMaximumFixedValue;
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206 | if (area.AxisX.Minimum >= area.AxisX.Maximum) area.AxisX.Maximum = area.AxisX.Minimum + 1;
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207 | if (area.AxisY.Minimum >= area.AxisY.Maximum) area.AxisY.Maximum = area.AxisY.Minimum + 1;
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208 | }
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209 |
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210 | protected virtual void UpdateYCursorInterval() {
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211 | double interestingValuesRange = (
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212 | from series in chart.Series
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213 | where series.Enabled
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214 | let values = (from point in series.Points
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215 | where !point.IsEmpty
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216 | select point.YValues[0]).DefaultIfEmpty(1.0)
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217 | let range = values.Max() - values.Min()
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218 | where range > 0.0
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219 | select range
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220 | ).DefaultIfEmpty(1.0).Min();
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221 |
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222 | double digits = (int)Math.Log10(interestingValuesRange) - 3;
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223 | double yZoomInterval = Math.Pow(10, digits);
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224 | this.chart.ChartAreas[0].CursorY.Interval = yZoomInterval;
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225 | }
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226 |
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227 | #region Event Handlers
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228 | #region Content Event Handlers
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229 | protected override void Content_NameChanged(object sender, EventArgs e) {
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230 | if (InvokeRequired)
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231 | Invoke(new EventHandler(Content_NameChanged), sender, e);
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232 | else {
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233 | chart.Titles[0].Text = Content.Name;
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234 | base.Content_NameChanged(sender, e);
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235 | }
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236 | }
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237 | private void Content_VisualPropertiesChanged(object sender, EventArgs e) {
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238 | if (InvokeRequired)
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239 | Invoke(new EventHandler(Content_VisualPropertiesChanged), sender, e);
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240 | else {
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241 | ConfigureChartArea(chart.ChartAreas[0]);
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242 | RecalculateAxesScale(chart.ChartAreas[0]); // axes min/max could have changed
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243 | }
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244 | }
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245 | #endregion
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246 | #region Rows Event Handlers
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247 | private void Rows_ItemsAdded(object sender, CollectionItemsChangedEventArgs<ScatterPlotDataRow> e) {
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248 | if (InvokeRequired)
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249 | Invoke(new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsAdded), sender, e);
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250 | else {
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251 | AddScatterPlotDataRows(e.Items);
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252 | }
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253 | }
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254 | private void Rows_ItemsRemoved(object sender, CollectionItemsChangedEventArgs<ScatterPlotDataRow> e) {
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255 | if (InvokeRequired)
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256 | Invoke(new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsRemoved), sender, e);
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257 | else {
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258 | RemoveScatterPlotDataRows(e.Items);
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259 | }
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260 | }
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261 | private void Rows_ItemsReplaced(object sender, CollectionItemsChangedEventArgs<ScatterPlotDataRow> e) {
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262 | if (InvokeRequired)
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263 | Invoke(new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_ItemsReplaced), sender, e);
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264 | else {
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265 | RemoveScatterPlotDataRows(e.OldItems);
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266 | AddScatterPlotDataRows(e.Items);
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267 | }
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268 | }
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269 | private void Rows_CollectionReset(object sender, CollectionItemsChangedEventArgs<ScatterPlotDataRow> e) {
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270 | if (InvokeRequired)
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271 | Invoke(new CollectionItemsChangedEventHandler<ScatterPlotDataRow>(Rows_CollectionReset), sender, e);
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272 | else {
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273 | RemoveScatterPlotDataRows(e.OldItems);
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274 | AddScatterPlotDataRows(e.Items);
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275 | }
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276 | }
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277 | #endregion
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278 | #region Row Event Handlers
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279 | private void Row_VisualPropertiesChanged(object sender, EventArgs e) {
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280 | if (InvokeRequired)
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281 | Invoke(new EventHandler(Row_VisualPropertiesChanged), sender, e);
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282 | else {
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283 | ScatterPlotDataRow row = (ScatterPlotDataRow)sender;
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284 | Series series = chart.Series[row.Name];
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285 | series.Points.Clear();
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286 | ConfigureSeries(series, row);
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287 | FillSeriesWithRowValues(series, row);
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288 | RecalculateAxesScale(chart.ChartAreas[0]);
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289 | }
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290 | }
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291 | private void Row_NameChanged(object sender, EventArgs e) {
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292 | if (InvokeRequired)
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293 | Invoke(new EventHandler(Row_NameChanged), sender, e);
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294 | else {
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295 | ScatterPlotDataRow row = (ScatterPlotDataRow)sender;
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296 | chart.Series[row.Name].Name = row.Name;
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297 | }
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298 | }
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299 | #endregion
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300 | #region Points Event Handlers
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301 | private void Points_ItemsAdded(object sender, CollectionItemsChangedEventArgs<IndexedItem<Point2D<double>>> e) {
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302 | if (InvokeRequired)
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303 | Invoke(new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsAdded), sender, e);
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304 | else {
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305 | ScatterPlotDataRow row = null;
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306 | pointsRowsTable.TryGetValue((IObservableList<Point2D<double>>)sender, out row);
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307 | if (row != null) {
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308 | Series rowSeries = chart.Series[row.Name];
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309 | if (!invisibleSeries.Contains(rowSeries)) {
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310 | rowSeries.Points.Clear();
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311 | FillSeriesWithRowValues(rowSeries, row);
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312 | RecalculateAxesScale(chart.ChartAreas[0]);
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313 | UpdateYCursorInterval();
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314 | }
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315 | }
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316 | }
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317 | }
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318 | private void Points_ItemsRemoved(object sender, CollectionItemsChangedEventArgs<IndexedItem<Point2D<double>>> e) {
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319 | if (InvokeRequired)
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320 | Invoke(new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsRemoved), sender, e);
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321 | else {
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322 | ScatterPlotDataRow row = null;
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323 | pointsRowsTable.TryGetValue((IObservableList<Point2D<double>>)sender, out row);
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324 | if (row != null) {
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325 | Series rowSeries = chart.Series[row.Name];
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326 | if (!invisibleSeries.Contains(rowSeries)) {
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327 | rowSeries.Points.Clear();
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328 | FillSeriesWithRowValues(rowSeries, row);
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329 | RecalculateAxesScale(chart.ChartAreas[0]);
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330 | UpdateYCursorInterval();
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331 | }
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332 | }
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333 | }
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334 | }
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335 | private void Points_ItemsReplaced(object sender, CollectionItemsChangedEventArgs<IndexedItem<Point2D<double>>> e) {
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336 | if (InvokeRequired)
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337 | Invoke(new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_ItemsReplaced), sender, e);
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338 | else {
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339 | ScatterPlotDataRow row = null;
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340 | pointsRowsTable.TryGetValue((IObservableList<Point2D<double>>)sender, out row);
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341 | if (row != null) {
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342 | Series rowSeries = chart.Series[row.Name];
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343 | if (!invisibleSeries.Contains(rowSeries)) {
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344 | rowSeries.Points.Clear();
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345 | FillSeriesWithRowValues(rowSeries, row);
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346 | RecalculateAxesScale(chart.ChartAreas[0]);
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347 | UpdateYCursorInterval();
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348 | }
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349 | }
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350 | }
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351 | }
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352 | private void Points_CollectionReset(object sender, CollectionItemsChangedEventArgs<IndexedItem<Point2D<double>>> e) {
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353 | if (InvokeRequired)
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354 | Invoke(new CollectionItemsChangedEventHandler<IndexedItem<Point2D<double>>>(Points_CollectionReset), sender, e);
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355 | else {
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356 | ScatterPlotDataRow row = null;
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357 | pointsRowsTable.TryGetValue((IObservableList<Point2D<double>>)sender, out row);
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358 | if (row != null) {
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359 | Series rowSeries = chart.Series[row.Name];
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360 | if (!invisibleSeries.Contains(rowSeries)) {
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361 | rowSeries.Points.Clear();
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362 | FillSeriesWithRowValues(rowSeries, row);
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363 | RecalculateAxesScale(chart.ChartAreas[0]);
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364 | UpdateYCursorInterval();
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365 | }
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366 | }
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367 | }
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368 | }
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369 | #endregion
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370 | #endregion
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371 |
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372 | #region Chart Event Handlers
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373 | private void chart_MouseDown(object sender, MouseEventArgs e) {
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374 | HitTestResult result = chart.HitTest(e.X, e.Y);
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375 | if (result.ChartElementType == ChartElementType.LegendItem) {
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376 | ToggleSeriesVisible(result.Series);
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377 | }
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378 | }
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379 | private void chart_MouseMove(object sender, MouseEventArgs e) {
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380 | HitTestResult result = chart.HitTest(e.X, e.Y);
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381 | if (result.ChartElementType == ChartElementType.LegendItem)
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382 | this.Cursor = Cursors.Hand;
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383 | else
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384 | this.Cursor = Cursors.Default;
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385 | }
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386 | private void chart_CustomizeLegend(object sender, CustomizeLegendEventArgs e) {
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387 | foreach (LegendItem legendItem in e.LegendItems) {
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388 | var series = chart.Series[legendItem.SeriesName];
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389 | if (series != null) {
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390 | bool seriesIsInvisible = invisibleSeries.Contains(series);
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391 | foreach (LegendCell cell in legendItem.Cells) {
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392 | cell.ForeColor = seriesIsInvisible ? Color.Gray : Color.Black;
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393 | }
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394 | }
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395 | }
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396 | }
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397 | #endregion
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398 |
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399 | private void ToggleSeriesVisible(Series series) {
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400 | if (!invisibleSeries.Contains(series)) {
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401 | series.Points.Clear();
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402 | invisibleSeries.Add(series);
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403 | } else {
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404 | invisibleSeries.Remove(series);
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405 | if (Content != null) {
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406 |
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407 | var row = (from r in Content.Rows
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408 | where r.Name == series.Name
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409 | select r).Single();
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410 | FillSeriesWithRowValues(series, row);
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411 | this.chart.Legends[series.Legend].ForeColor = Color.Black;
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412 | RecalculateAxesScale(chart.ChartAreas[0]);
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413 | UpdateYCursorInterval();
|
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414 | }
|
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415 | }
|
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416 | }
|
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417 |
|
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418 | private void FillSeriesWithRowValues(Series series, ScatterPlotDataRow row) {
|
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419 | for (int i = 0; i < row.Points.Count; i++) {
|
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420 | var value = row.Points[i];
|
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421 | DataPoint point = new DataPoint();
|
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422 | if (IsInvalidValue(value.X) || IsInvalidValue(value.Y))
|
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423 | point.IsEmpty = true;
|
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424 | else {
|
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425 | point.XValue = value.X;
|
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426 | point.YValues = new double[] { value.Y };
|
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427 | }
|
---|
428 | series.Points.Add(point);
|
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429 | }
|
---|
430 | }
|
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431 |
|
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432 | #region Helpers
|
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433 | private MarkerStyle ConvertPointStyle(ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle pointStyle) {
|
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434 | switch (pointStyle) {
|
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435 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Circle:
|
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436 | return MarkerStyle.Circle;
|
---|
437 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Cross:
|
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438 | return MarkerStyle.Cross;
|
---|
439 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Diamond:
|
---|
440 | return MarkerStyle.Diamond;
|
---|
441 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Square:
|
---|
442 | return MarkerStyle.Square;
|
---|
443 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star4:
|
---|
444 | return MarkerStyle.Star4;
|
---|
445 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star5:
|
---|
446 | return MarkerStyle.Star5;
|
---|
447 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star6:
|
---|
448 | return MarkerStyle.Star6;
|
---|
449 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Star10:
|
---|
450 | return MarkerStyle.Star10;
|
---|
451 | case ScatterPlotDataRowVisualProperties.ScatterPlotDataRowPointStyle.Triangle:
|
---|
452 | return MarkerStyle.Triangle;
|
---|
453 | default:
|
---|
454 | return MarkerStyle.None;
|
---|
455 | }
|
---|
456 | }
|
---|
457 |
|
---|
458 | protected static bool IsInvalidValue(double x) {
|
---|
459 | return double.IsNaN(x) || x < (double)decimal.MinValue || x > (double)decimal.MaxValue;
|
---|
460 | }
|
---|
461 | #endregion
|
---|
462 | }
|
---|
463 | }
|
---|