source: branches/histogram/HeuristicLab.Analysis.Views/3.3/DataTableView.cs @ 6020

#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 <http://www.gnu.org/licenses/>.
 */
#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 {
  /// <summary>
  /// The visual representation of a <see cref="Variable"/>.
  /// </summary>
  [View("DataTable View")]
  [Content(typeof(DataTable), true)]
  public partial class DataTableView : NamedItemView {
    protected List<Series> invisibleSeries;
    protected Dictionary<IObservableList<double>, DataRow> valuesRowsTable;
    /// <summary>
    /// Gets or sets the variable to represent visually.
    /// </summary>
    /// <remarks>Uses property <see cref="ViewBase.Item"/> of base class <see cref="ViewBase"/>.
    /// No own data storage present.</remarks>
    public new DataTable Content {
      get { return (DataTable)base.Content; }
      set { base.Content = value; }
    }

    /// <summary>
    /// Initializes a new instance of <see cref="VariableView"/> with caption "Variable".
    /// </summary>
    public DataTableView() {
      InitializeComponent();
      valuesRowsTable = new Dictionary<IObservableList<double>, DataRow>();
      invisibleSeries = new List<Series>();
      chart.CustomizeAllChartAreas();
      chart.ChartAreas[0].CursorX.Interval = 1;
    }

    #region Event Handler Registration
    /// <summary>
    /// Removes the eventhandlers from the underlying <see cref="Variable"/>.
    /// </summary>
    /// <remarks>Calls <see cref="ViewBase.RemoveItemEvents"/> of base class <see cref="ViewBase"/>.</remarks>
    protected override void DeregisterContentEvents() {
      foreach (DataRow row in Content.Rows)
        DeregisterDataRowEvents(row);
      Content.VisualPropertiesChanged -= new EventHandler(Content_VisualPropertiesChanged);
      Content.Rows.ItemsAdded -= new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsAdded);
      Content.Rows.ItemsRemoved -= new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsRemoved);
      Content.Rows.ItemsReplaced -= new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsReplaced);
      Content.Rows.CollectionReset -= new CollectionItemsChangedEventHandler<DataRow>(Rows_CollectionReset);
      base.DeregisterContentEvents();
    }

    /// <summary>
    /// Adds eventhandlers to the underlying <see cref="Variable"/>.
    /// </summary>
    /// <remarks>Calls <see cref="ViewBase.AddItemEvents"/> of base class <see cref="ViewBase"/>.</remarks>
    protected override void RegisterContentEvents() {
      base.RegisterContentEvents();
      Content.VisualPropertiesChanged += new EventHandler(Content_VisualPropertiesChanged);
      Content.Rows.ItemsAdded += new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsAdded);
      Content.Rows.ItemsRemoved += new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsRemoved);
      Content.Rows.ItemsReplaced += new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsReplaced);
      Content.Rows.CollectionReset += new CollectionItemsChangedEventHandler<DataRow>(Rows_CollectionReset);
      foreach (DataRow row in Content.Rows)
        RegisterDataRowEvents(row);
    }

    /// <summary>
    /// Automatically called for every existing data row and whenever a data row is added
    /// to the data table. Do not call this method directly.
    /// </summary>
    /// <param name="row">The DataRow that was added.</param>
    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<IndexedItem<double>>(Values_ItemsAdded);
      row.Values.ItemsRemoved += new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsRemoved);
      row.Values.ItemsReplaced += new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsReplaced);
      row.Values.ItemsMoved += new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsMoved);
      row.Values.CollectionReset += new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_CollectionReset);
    }

    /// <summary>
    /// Automatically called for every data row that is removed from the DataTable. Do
    /// not directly call this method.
    /// </summary>
    /// <param name="row">The DataRow that was removed.</param>
    protected virtual void DeregisterDataRowEvents(DataRow row) {
      row.Values.ItemsAdded -= new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsAdded);
      row.Values.ItemsRemoved -= new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsRemoved);
      row.Values.ItemsReplaced -= new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsReplaced);
      row.Values.ItemsMoved -= new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsMoved);
      row.Values.CollectionReset -= new CollectionItemsChangedEventHandler<IndexedItem<double>>(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]);
      }
    }

    protected override void SetEnabledStateOfControls() {
      base.SetEnabledStateOfControls();
      chart.Enabled = Content != null;
    }

    /// <summary>
    /// Add the DataRow as a series to the chart.
    /// </summary>
    /// <param name="row">DataRow to add as series to the chart.</param>
    protected virtual void AddDataRow(DataRow row) {
      Series series = new Series(row.Name);
      ConfigureSeries(series, row);
      FillSeriesWithRowValues(series, row);

      chart.Series.Add(series);
      chart.ChartAreas[0].RecalculateAxesScale();
      ConfigureChartArea(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;

      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;
      series.ToolTip = row.Name + " 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;

      area.RecalculateAxesScale();
      area.AxisX.Minimum = Content.VisualProperties.XAxisMinimumFixedValue;
      area.AxisX.Maximum = Content.VisualProperties.XAxisMaximumFixedValue;
      area.AxisX2.Minimum = Content.VisualProperties.SecondXAxisMinimumFixedValue;
      area.AxisX2.Maximum = Content.VisualProperties.SecondXAxisMaximumFixedValue;
      area.AxisY.Minimum = Content.VisualProperties.YAxisMinimumFixedValue;
      area.AxisY.Maximum = Content.VisualProperties.YAxisMaximumFixedValue;
      area.AxisY2.Minimum = Content.VisualProperties.SecondYAxisMinimumFixedValue;
      area.AxisY2.Maximum = Content.VisualProperties.SecondYAxisMaximumFixedValue;
    }

    /// <summary>
    /// Set the Y Cursor interval to visible points of enabled series.
    /// </summary>
    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;
    }


    /// <summary>
    /// Remove the corresponding series for a certain DataRow.
    /// </summary>
    /// <param name="row">DataRow which series should be removed.</param>
    protected virtual void RemoveDataRow(DataRow row) {
      Series series = chart.Series[row.Name];
      chart.Series.Remove(series);
      if (invisibleSeries.Contains(series))
        invisibleSeries.Remove(series);
      chart.ChartAreas[0].RecalculateAxesScale();
    }

    #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]);
      }
    }
    #endregion
    #region Rows Event Handlers
    private void Rows_ItemsAdded(object sender, CollectionItemsChangedEventArgs<DataRow> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsAdded), sender, e);
      else {
        foreach (DataRow row in e.Items) {
          AddDataRow(row);
          RegisterDataRowEvents(row);
        }
      }
    }
    private void Rows_ItemsRemoved(object sender, CollectionItemsChangedEventArgs<DataRow> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<DataRow>(Rows_ItemsRemoved), sender, e);
      else {
        foreach (DataRow row in e.Items) {
          DeregisterDataRowEvents(row);
          RemoveDataRow(row);
        }
      }
    }
    private void Rows_ItemsReplaced(object sender, CollectionItemsChangedEventArgs<DataRow> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<DataRow>(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<DataRow> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<DataRow>(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);
        chart.ChartAreas[0].RecalculateAxesScale();
      }
    }
    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<IndexedItem<double>> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsAdded), sender, e);
      else {
        DataRow row = null;
        valuesRowsTable.TryGetValue((IObservableList<double>)sender, out row);
        if (row != null) {
          Series rowSeries = chart.Series[row.Name];
          if (!invisibleSeries.Contains(rowSeries)) {
            rowSeries.Points.Clear();
            FillSeriesWithRowValues(rowSeries, row);
            UpdateYCursorInterval();
          }
        }
      }
    }
    private void Values_ItemsRemoved(object sender, CollectionItemsChangedEventArgs<IndexedItem<double>> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsRemoved), sender, e);
      else {
        DataRow row = null;
        valuesRowsTable.TryGetValue((IObservableList<double>)sender, out row);
        if (row != null) {
          Series rowSeries = chart.Series[row.Name];
          if (!invisibleSeries.Contains(rowSeries)) {
            rowSeries.Points.Clear();
            FillSeriesWithRowValues(rowSeries, row);
            UpdateYCursorInterval();
          }
        }
      }
    }
    private void Values_ItemsReplaced(object sender, CollectionItemsChangedEventArgs<IndexedItem<double>> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsReplaced), sender, e);
      else {
        DataRow row = null;
        valuesRowsTable.TryGetValue((IObservableList<double>)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<double> 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;
                }
              }
            }
            UpdateYCursorInterval();
          }
        }
      }
    }
    private void Values_ItemsMoved(object sender, CollectionItemsChangedEventArgs<IndexedItem<double>> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_ItemsMoved), sender, e);
      else {
        DataRow row = null;
        valuesRowsTable.TryGetValue((IObservableList<double>)sender, out row);
        if (row != null) {
          Series rowSeries = chart.Series[row.Name];
          if (!invisibleSeries.Contains(rowSeries)) {
            rowSeries.Points.Clear();
            FillSeriesWithRowValues(rowSeries, row);
            UpdateYCursorInterval();
          }
        }
      }
    }

    private void Values_CollectionReset(object sender, CollectionItemsChangedEventArgs<IndexedItem<double>> e) {
      if (InvokeRequired)
        Invoke(new CollectionItemsChangedEventHandler<IndexedItem<double>>(Values_CollectionReset), sender, e);
      else {
        DataRow row = null;
        valuesRowsTable.TryGetValue((IObservableList<double>)sender, out row);
        if (row != null) {
          Series rowSeries = chart.Series[row.Name];
          if (!invisibleSeries.Contains(rowSeries)) {
            rowSeries.Points.Clear();
            FillSeriesWithRowValues(rowSeries, row);
            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;
          }
        }
      }
    }
    private void chart_PropertiesClicked(object sender, EventArgs e) {
      DataTableVisualPropertiesDialog dialog = new DataTableVisualPropertiesDialog(Content);
      dialog.ShowDialog();
    }
    #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;
          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 (!row.VisualProperties.ExactBins) {
        intervalWidth = HumanRoundRange(intervalWidth);
        minValue = Math.Floor(minValue / intervalWidth) * intervalWidth;
        maxValue = Math.Ceiling(maxValue / intervalWidth) * intervalWidth;
      }

      double current = minValue, intervalCenter = intervalWidth / 2.0;
      int frequency = 0;
      foreach (double v in row.Values.Where(x => !IsInvalidValue(x)).OrderBy(x => x)) {
        while (v > current + intervalWidth) {
          series.Points.AddXY(current + intervalCenter, frequency);
          current += intervalWidth;
          frequency = 0;
        }
        frequency++;
      }
      series.Points.AddXY(current + intervalCenter, 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 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;
      }
    }

    /// <summary>
    /// Determines whether a double value can be displayed (converted to Decimal and not an NaN).
    /// </summary>
    /// <param name="x">The number to check.</param>
    /// <returns><code>true</code> if the value can be safely shwon in the chart,
    /// <code>false</code> otherwise.</returns>
    protected static bool IsInvalidValue(double x) {
      return double.IsNaN(x) || x < (double)decimal.MinValue || x > (double)decimal.MaxValue;
    }
    #endregion
  }
}