#region License Information /* HeuristicLab * Copyright (C) 2002-2011 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.Collections; using HeuristicLab.Core.Views; using HeuristicLab.MainForm; namespace HeuristicLab.Analysis.Views { /// /// The visual representation of a . /// [View("DataTable View")] [Content(typeof(DataTable), true)] public partial class DataTableView : NamedItemView, IConfigureableView { protected List invisibleSeries; protected Dictionary, DataRow> valuesRowsTable; /// /// Gets or sets the variable to represent visually. /// /// Uses property of base class . /// No own data storage present. public new DataTable Content { get { return (DataTable)base.Content; } set { base.Content = value; } } /// /// Initializes a new instance of with caption "Variable". /// public DataTableView() { InitializeComponent(); valuesRowsTable = new Dictionary, DataRow>(); invisibleSeries = new List(); chart.CustomizeAllChartAreas(); chart.ChartAreas[0].CursorX.Interval = 1; } #region Event Handler Registration /// /// Removes the eventhandlers from the underlying . /// /// Calls of base class . protected override void DeregisterContentEvents() { foreach (DataRow row in Content.Rows) DeregisterDataRowEvents(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(); } /// /// Adds eventhandlers to the underlying . /// /// Calls of base class . 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); foreach (DataRow row in Content.Rows) RegisterDataRowEvents(row); } /// /// Automatically called for every existing data row and whenever a data row is added /// to the data table. Do not call this method directly. /// /// The DataRow that was added. protected virtual void RegisterDataRowEvents(DataRow row) { row.NameChanged += new EventHandler(Row_NameChanged); row.VisualPropertiesChanged += new EventHandler(Row_VisualPropertiesChanged); valuesRowsTable.Add(row.Values, row); row.Values.ItemsAdded += new CollectionItemsChangedEventHandler>(Values_ItemsAdded); row.Values.ItemsRemoved += new CollectionItemsChangedEventHandler>(Values_ItemsRemoved); row.Values.ItemsReplaced += new CollectionItemsChangedEventHandler>(Values_ItemsReplaced); row.Values.ItemsMoved += new CollectionItemsChangedEventHandler>(Values_ItemsMoved); row.Values.CollectionReset += new CollectionItemsChangedEventHandler>(Values_CollectionReset); } /// /// Automatically called for every data row that is removed from the DataTable. Do /// not directly call this method. /// /// The DataRow that was removed. protected virtual void DeregisterDataRowEvents(DataRow row) { row.Values.ItemsAdded -= new CollectionItemsChangedEventHandler>(Values_ItemsAdded); row.Values.ItemsRemoved -= new CollectionItemsChangedEventHandler>(Values_ItemsRemoved); row.Values.ItemsReplaced -= new CollectionItemsChangedEventHandler>(Values_ItemsReplaced); row.Values.ItemsMoved -= new CollectionItemsChangedEventHandler>(Values_ItemsMoved); row.Values.CollectionReset -= new CollectionItemsChangedEventHandler>(Values_CollectionReset); valuesRowsTable.Remove(row.Values); row.VisualPropertiesChanged -= new EventHandler(Row_VisualPropertiesChanged); row.NameChanged -= new EventHandler(Row_NameChanged); } #endregion protected override void OnContentChanged() { base.OnContentChanged(); invisibleSeries.Clear(); chart.Titles[0].Text = string.Empty; chart.ChartAreas[0].AxisX.Title = string.Empty; chart.ChartAreas[0].AxisY.Title = string.Empty; chart.ChartAreas[0].AxisY2.Title = string.Empty; chart.Series.Clear(); if (Content != null) { chart.Titles[0].Text = Content.Name; foreach (DataRow row in Content.Rows) AddDataRow(row); ConfigureChartArea(chart.ChartAreas[0]); RecalculateAxesScale(chart.ChartAreas[0]); } } protected override void SetEnabledStateOfControls() { base.SetEnabledStateOfControls(); chart.Enabled = Content != null; } public void ShowConfiguration() { if (Content != null) { DataTableVisualPropertiesDialog dialog = new DataTableVisualPropertiesDialog(Content); dialog.ShowDialog(); } else MessageBox.Show("Nothing to configure."); } /// /// Add the DataRow as a series to the chart. /// /// DataRow to add as series to the chart. protected virtual void AddDataRow(DataRow 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(); } private void ConfigureSeries(Series series, DataRow row) { RemoveCustomPropertyIfExists(series, "PointWidth"); 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; switch (row.VisualProperties.ChartType) { case DataRowVisualProperties.DataRowChartType.Line: series.ChartType = SeriesChartType.FastLine; series.BorderWidth = row.VisualProperties.LineWidth; series.BorderDashStyle = ConvertLineStyle(row.VisualProperties.LineStyle); break; case DataRowVisualProperties.DataRowChartType.Bars: // Bar is incompatible with anything but Bar and StackedBar* if (!chart.Series.Any(x => x.ChartType != SeriesChartType.Bar && x.ChartType != SeriesChartType.StackedBar && x.ChartType != SeriesChartType.StackedBar100)) series.ChartType = SeriesChartType.Bar; else { series.ChartType = SeriesChartType.FastPoint; //default row.VisualProperties.ChartType = DataRowVisualProperties.DataRowChartType.Points; } break; case DataRowVisualProperties.DataRowChartType.Columns: series.ChartType = SeriesChartType.Column; break; case DataRowVisualProperties.DataRowChartType.Points: series.ChartType = SeriesChartType.FastPoint; break; case DataRowVisualProperties.DataRowChartType.Histogram: series.ChartType = SeriesChartType.Column; series.SetCustomProperty("PointWidth", "1"); if (!series.Color.IsEmpty && series.Color.GetBrightness() < 0.25) series.BorderColor = Color.White; else series.BorderColor = Color.Black; break; default: series.ChartType = SeriesChartType.FastPoint; break; } series.YAxisType = row.VisualProperties.SecondYAxis ? AxisType.Secondary : AxisType.Primary; series.XAxisType = row.VisualProperties.SecondXAxis ? AxisType.Secondary : AxisType.Primary; if (row.VisualProperties.DisplayName.Trim() != String.Empty) series.LegendText = row.VisualProperties.DisplayName; else series.LegendText = row.Name; series.ToolTip = series.LegendText + " X = #INDEX, Y = #VAL"; } private void ConfigureChartArea(ChartArea area) { if (Content.VisualProperties.TitleFont != null) chart.Titles[0].Font = Content.VisualProperties.TitleFont; if (!Content.VisualProperties.TitleColor.IsEmpty) chart.Titles[0].ForeColor = Content.VisualProperties.TitleColor; 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; if (Content.VisualProperties.AxisTitleFont != null) area.AxisX2.TitleFont = Content.VisualProperties.AxisTitleFont; if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisX2.TitleForeColor = Content.VisualProperties.AxisTitleColor; area.AxisX2.Title = Content.VisualProperties.SecondXAxisTitle; 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; if (Content.VisualProperties.AxisTitleFont != null) area.AxisY2.TitleFont = Content.VisualProperties.AxisTitleFont; if (!Content.VisualProperties.AxisTitleColor.IsEmpty) area.AxisY2.TitleForeColor = Content.VisualProperties.AxisTitleColor; area.AxisY2.Title = Content.VisualProperties.SecondYAxisTitle; } 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; area.AxisX2.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.SecondXAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.SecondXAxisMinimumFixedValue)) area.AxisX2.Minimum = Content.VisualProperties.SecondXAxisMinimumFixedValue; if (!Content.VisualProperties.SecondXAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.SecondXAxisMaximumFixedValue)) area.AxisX2.Maximum = Content.VisualProperties.SecondXAxisMaximumFixedValue; 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 (!Content.VisualProperties.SecondYAxisMinimumAuto && !double.IsNaN(Content.VisualProperties.SecondYAxisMinimumFixedValue)) area.AxisY2.Minimum = Content.VisualProperties.SecondYAxisMinimumFixedValue; if (!Content.VisualProperties.SecondYAxisMaximumAuto && !double.IsNaN(Content.VisualProperties.SecondYAxisMaximumFixedValue)) area.AxisY2.Maximum = Content.VisualProperties.SecondYAxisMaximumFixedValue; if (area.AxisX.Minimum >= area.AxisX.Maximum) area.AxisX.Maximum = area.AxisX.Minimum + 1; if (area.AxisX2.Minimum >= area.AxisX2.Maximum) area.AxisX2.Maximum = area.AxisX2.Minimum + 1; if (area.AxisY.Minimum >= area.AxisY.Maximum) area.AxisY.Maximum = area.AxisY.Minimum + 1; if (area.AxisY2.Minimum >= area.AxisY2.Maximum) area.AxisY2.Maximum = area.AxisY2.Minimum + 1; } /// /// Set the Y Cursor interval to visible points of enabled series. /// 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; } /// /// Remove the corresponding series for a certain DataRow. /// /// DataRow which series should be removed. protected virtual void RemoveDataRow(DataRow row) { Series series = chart.Series[row.Name]; chart.Series.Remove(series); if (invisibleSeries.Contains(series)) invisibleSeries.Remove(series); RecalculateAxesScale(chart.ChartAreas[0]); } #region Event Handlers #region Content Event Handlers protected override void Content_NameChanged(object sender, EventArgs e) { if (InvokeRequired) Invoke(new EventHandler(Content_NameChanged), sender, e); else { chart.Titles[0].Text = Content.Name; base.Content_NameChanged(sender, e); } } 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 { foreach (DataRow row in e.Items) { AddDataRow(row); RegisterDataRowEvents(row); } } } private void Rows_ItemsRemoved(object sender, CollectionItemsChangedEventArgs e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler(Rows_ItemsRemoved), sender, e); else { foreach (DataRow row in e.Items) { DeregisterDataRowEvents(row); RemoveDataRow(row); } } } private void Rows_ItemsReplaced(object sender, CollectionItemsChangedEventArgs e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler(Rows_ItemsReplaced), sender, e); else { foreach (DataRow row in e.OldItems) { DeregisterDataRowEvents(row); RemoveDataRow(row); } foreach (DataRow row in e.Items) { AddDataRow(row); RegisterDataRowEvents(row); } } } private void Rows_CollectionReset(object sender, CollectionItemsChangedEventArgs e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler(Rows_CollectionReset), sender, e); else { foreach (DataRow row in e.OldItems) { DeregisterDataRowEvents(row); RemoveDataRow(row); } foreach (DataRow row in e.Items) { AddDataRow(row); RegisterDataRowEvents(row); } } } #endregion #region Row Event Handlers private void Row_VisualPropertiesChanged(object sender, EventArgs e) { if (InvokeRequired) Invoke(new EventHandler(Row_VisualPropertiesChanged), sender, e); else { DataRow row = (DataRow)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 { DataRow row = (DataRow)sender; chart.Series[row.Name].Name = row.Name; } } #endregion #region Values Event Handlers private void Values_ItemsAdded(object sender, CollectionItemsChangedEventArgs> e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler>(Values_ItemsAdded), sender, e); else { DataRow row = null; valuesRowsTable.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 Values_ItemsRemoved(object sender, CollectionItemsChangedEventArgs> e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler>(Values_ItemsRemoved), sender, e); else { DataRow row = null; valuesRowsTable.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 Values_ItemsReplaced(object sender, CollectionItemsChangedEventArgs> e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler>(Values_ItemsReplaced), sender, e); else { DataRow row = null; valuesRowsTable.TryGetValue((IObservableList)sender, out row); if (row != null) { Series rowSeries = chart.Series[row.Name]; if (!invisibleSeries.Contains(rowSeries)) { if (row.VisualProperties.ChartType == DataRowVisualProperties.DataRowChartType.Histogram) { rowSeries.Points.Clear(); FillSeriesWithRowValues(rowSeries, row); } else { foreach (IndexedItem item in e.Items) { if (IsInvalidValue(item.Value)) rowSeries.Points[item.Index].IsEmpty = true; else { rowSeries.Points[item.Index].YValues = new double[] { item.Value }; rowSeries.Points[item.Index].IsEmpty = false; } } } RecalculateAxesScale(chart.ChartAreas[0]); UpdateYCursorInterval(); } } } } private void Values_ItemsMoved(object sender, CollectionItemsChangedEventArgs> e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler>(Values_ItemsMoved), sender, e); else { DataRow row = null; valuesRowsTable.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 Values_CollectionReset(object sender, CollectionItemsChangedEventArgs> e) { if (InvokeRequired) Invoke(new CollectionItemsChangedEventHandler>(Values_CollectionReset), sender, e); else { DataRow row = null; valuesRowsTable.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, DataRow row) { switch (row.VisualProperties.ChartType) { case DataRowVisualProperties.DataRowChartType.Histogram: CalculateHistogram(series, row); break; default: { for (int i = 0; i < row.Values.Count; i++) { var value = row.Values[i]; DataPoint point = new DataPoint(); point.XValue = row.VisualProperties.StartIndexZero ? i : i + 1; if (IsInvalidValue(value)) point.IsEmpty = true; else point.YValues = new double[] { value }; series.Points.Add(point); } } break; } } protected virtual void CalculateHistogram(Series series, DataRow row) { series.Points.Clear(); if (!row.Values.Any()) return; int bins = row.VisualProperties.Bins; double minValue = row.Values.Min(); double maxValue = row.Values.Max(); double intervalWidth = (maxValue - minValue) / bins; if (intervalWidth < 0) return; if (intervalWidth == 0) { series.Points.AddXY(minValue, row.Values.Count); return; } if (!row.VisualProperties.ExactBins) { intervalWidth = HumanRoundRange(intervalWidth); minValue = Math.Floor(minValue / intervalWidth) * intervalWidth; maxValue = Math.Ceiling(maxValue / intervalWidth) * intervalWidth; } var area = chart.ChartAreas[0]; double current = 0.0; if (!Double.IsNaN(Content.VisualProperties.XAxisMinimumFixedValue) && !Content.VisualProperties.XAxisMinimumAuto) current = Content.VisualProperties.XAxisMinimumFixedValue; else current = minValue; area.AxisX.Interval = intervalWidth / row.VisualProperties.ScaleFactor; area.AxisX.IntervalOffset = intervalWidth / row.VisualProperties.ScaleFactor; series.SetCustomProperty("PointWidth", intervalWidth.ToString()); int frequency = 0; foreach (double v in row.Values.Where(x => !IsInvalidValue(x)).OrderBy(x => x)) { while (v > current + intervalWidth) { series.Points.AddXY(current + intervalWidth, frequency); current += intervalWidth; frequency = 0; } frequency++; } series.Points.AddXY(current + intervalWidth, frequency); } #region Helpers protected void RemoveCustomPropertyIfExists(Series series, string property) { if (series.IsCustomPropertySet(property)) series.DeleteCustomProperty(property); } private double HumanRoundRange(double range) { double base10 = Math.Pow(10.0, Math.Floor(Math.Log10(range))); double rounding = range / base10; if (rounding <= 1.5) rounding = 1; else if (rounding <= 2.25) rounding = 2; else if (rounding <= 3.75) rounding = 2.5; else if (rounding <= 7.5) rounding = 5; else rounding = 10; return rounding * base10; } private double HumanRoundMax(double max) { double base10; if (max > 0) base10 = Math.Pow(10.0, Math.Floor(Math.Log10(max))); else base10 = Math.Pow(10.0, Math.Ceiling(Math.Log10(-max))); double rounding = (max > 0) ? base10 : -base10; while (rounding < max) rounding += base10; return rounding; } private ChartDashStyle ConvertLineStyle(DataRowVisualProperties.DataRowLineStyle dataRowLineStyle) { switch (dataRowLineStyle) { case DataRowVisualProperties.DataRowLineStyle.Dash: return ChartDashStyle.Dash; case DataRowVisualProperties.DataRowLineStyle.DashDot: return ChartDashStyle.DashDot; case DataRowVisualProperties.DataRowLineStyle.DashDotDot: return ChartDashStyle.DashDotDot; case DataRowVisualProperties.DataRowLineStyle.Dot: return ChartDashStyle.Dot; case DataRowVisualProperties.DataRowLineStyle.NotSet: return ChartDashStyle.NotSet; case DataRowVisualProperties.DataRowLineStyle.Solid: return ChartDashStyle.Solid; default: return ChartDashStyle.NotSet; } } /// /// Determines whether a double value can be displayed (converted to Decimal and not an NaN). /// /// The number to check. /// true if the value can be safely shwon in the chart, /// false otherwise. protected static bool IsInvalidValue(double x) { return double.IsNaN(x) || x < (double)decimal.MinValue || x > (double)decimal.MaxValue; } #endregion } }