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source: branches/3087_Ceres_Integration/HeuristicLab.Data.Views/3.3/StringConvertibleMatrixView.cs @ 18006

Last change on this file since 18006 was 18006, checked in by gkronber, 3 years ago

#3087: merged r17784:18004 from trunk to branch to prepare for trunk reintegration (fixed a conflict in CrossValidation.cs)

File size: 23.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
24using System.ComponentModel;
25using System.Drawing;
26using System.Linq;
27using System.Text;
28using System.Windows.Forms;
29using HeuristicLab.Common;
30using HeuristicLab.MainForm;
31using HeuristicLab.MainForm.WindowsForms;
32
33namespace HeuristicLab.Data.Views {
34  [View("StringConvertibleMatrix View")]
35  [Content(typeof(IStringConvertibleMatrix), true)]
36  public partial class StringConvertibleMatrixView : AsynchronousContentView {
37    protected int[] virtualRowIndices;
38    protected List<KeyValuePair<int, SortOrder>> sortedColumnIndices;
39    private RowComparer rowComparer;
40
41    public new IStringConvertibleMatrix Content {
42      get { return (IStringConvertibleMatrix)base.Content; }
43      set { base.Content = value; }
44    }
45
46    public DataGridView DataGridView {
47      get { return dataGridView; }
48    }
49
50    public override bool ReadOnly {
51      get {
52        if ((Content != null) && Content.ReadOnly) return true;
53        return base.ReadOnly;
54      }
55      set { base.ReadOnly = value; }
56    }
57
58    private bool showRowsAndColumnsTextBox;
59    public bool ShowRowsAndColumnsTextBox {
60      get { return showRowsAndColumnsTextBox; }
61      set {
62        showRowsAndColumnsTextBox = value;
63        UpdateVisibilityOfTextBoxes();
64      }
65    }
66
67    private bool showStatisticalInformation;
68    public bool ShowStatisticalInformation {
69      get { return showStatisticalInformation; }
70      set {
71        showStatisticalInformation = value;
72        UpdateVisibilityOfStatisticalInformation();
73      }
74    }
75
76    public StringConvertibleMatrixView() {
77      InitializeComponent();
78      ShowRowsAndColumnsTextBox = true;
79      ShowStatisticalInformation = true;
80      errorProvider.SetIconAlignment(rowsTextBox, ErrorIconAlignment.MiddleLeft);
81      errorProvider.SetIconPadding(rowsTextBox, 2);
82      errorProvider.SetIconAlignment(columnsTextBox, ErrorIconAlignment.MiddleLeft);
83      errorProvider.SetIconPadding(columnsTextBox, 2);
84      sortedColumnIndices = new List<KeyValuePair<int, SortOrder>>();
85      rowComparer = new RowComparer();
86    }
87
88    protected override void DeregisterContentEvents() {
89      Content.ItemChanged -= new EventHandler<EventArgs<int, int>>(Content_ItemChanged);
90      Content.Reset -= new EventHandler(Content_Reset);
91      Content.ColumnNamesChanged -= new EventHandler(Content_ColumnNamesChanged);
92      Content.RowNamesChanged -= new EventHandler(Content_RowNamesChanged);
93      base.DeregisterContentEvents();
94    }
95    protected override void RegisterContentEvents() {
96      base.RegisterContentEvents();
97      Content.ItemChanged += new EventHandler<EventArgs<int, int>>(Content_ItemChanged);
98      Content.Reset += new EventHandler(Content_Reset);
99      Content.ColumnNamesChanged += new EventHandler(Content_ColumnNamesChanged);
100      Content.RowNamesChanged += new EventHandler(Content_RowNamesChanged);
101    }
102
103    protected override void OnContentChanged() {
104      base.OnContentChanged();
105      if (Content == null) {
106        rowsTextBox.Text = "";
107        columnsTextBox.Text = "";
108        dataGridView.Rows.Clear();
109        dataGridView.Columns.Clear();
110        virtualRowIndices = new int[0];
111      } else if (!dataGridView.IsCurrentCellInEditMode) {
112        UpdateData();
113      }
114    }
115
116    protected override void SetEnabledStateOfControls() {
117      base.SetEnabledStateOfControls();
118      rowsTextBox.Enabled = Content != null;
119      columnsTextBox.Enabled = Content != null;
120      dataGridView.Enabled = Content != null;
121      rowsTextBox.ReadOnly = ReadOnly;
122      columnsTextBox.ReadOnly = ReadOnly;
123      dataGridView.ReadOnly = ReadOnly;
124    }
125
126    protected virtual void UpdateData() {
127      rowsTextBox.Text = Content.Rows.ToString();
128      rowsTextBox.Enabled = true;
129      columnsTextBox.Text = Content.Columns.ToString();
130      columnsTextBox.Enabled = true;
131      virtualRowIndices = Enumerable.Range(0, Content.Rows).ToArray();
132
133
134      dataGridView.RowCount = 0;
135
136      DataGridViewColumn[] columns = new DataGridViewColumn[Content.Columns];
137      for (int i = 0; i < columns.Length; ++i) {
138        var column = new DataGridViewTextBoxColumn();
139        column.SortMode = DataGridViewColumnSortMode.Programmatic;
140        column.FillWeight = 1;
141        columns[i] = column;
142      }
143      dataGridView.Columns.Clear();
144
145      if (Content.Columns != 0) {
146        dataGridView.Columns.AddRange(columns);
147        dataGridView.RowCount = Content.Rows;
148      }
149
150      ClearSorting();
151      UpdateColumnHeaders();
152      UpdateRowHeaders();
153
154      dataGridView.AutoResizeColumns(DataGridViewAutoSizeColumnsMode.ColumnHeader);
155      dataGridView.AutoResizeRowHeadersWidth(DataGridViewRowHeadersWidthSizeMode.AutoSizeToDisplayedHeaders);
156      dataGridView.Enabled = true;
157    }
158
159    public virtual void UpdateColumnHeaders() {
160      HashSet<string> invisibleColumnNames = new HashSet<string>(dataGridView.Columns.OfType<DataGridViewColumn>()
161      .Where(c => !c.Visible && !string.IsNullOrEmpty(c.HeaderText)).Select(c => c.HeaderText));
162
163      for (int i = 0; i < dataGridView.ColumnCount; i++) {
164        if (i < Content.ColumnNames.Count())
165          dataGridView.Columns[i].HeaderText = Content.ColumnNames.ElementAt(i);
166        else
167          dataGridView.Columns[i].HeaderText = "Column " + (i + 1);
168        dataGridView.Columns[i].Visible = !invisibleColumnNames.Contains(dataGridView.Columns[i].HeaderText);
169      }
170    }
171    public virtual void UpdateRowHeaders() {
172      int index = dataGridView.FirstDisplayedScrollingRowIndex;
173      if (index == -1) index = 0;
174      int updatedRows = 0;
175      int count = dataGridView.DisplayedRowCount(true);
176
177      while (updatedRows < count) {
178        if (virtualRowIndices[index] < Content.RowNames.Count())
179          dataGridView.Rows[index].HeaderCell.Value = Content.RowNames.ElementAt(virtualRowIndices[index]);
180        else
181          dataGridView.Rows[index].HeaderCell.Value = "Row " + (index + 1);
182        if (dataGridView.Rows[index].Visible)
183          updatedRows++;
184        index++;
185      }
186    }
187
188    private void Content_RowNamesChanged(object sender, EventArgs e) {
189      if (InvokeRequired)
190        Invoke(new EventHandler(Content_RowNamesChanged), sender, e);
191      else
192        UpdateRowHeaders();
193    }
194    private void Content_ColumnNamesChanged(object sender, EventArgs e) {
195      if (InvokeRequired)
196        Invoke(new EventHandler(Content_ColumnNamesChanged), sender, e);
197      else
198        UpdateColumnHeaders();
199    }
200    private void Content_ItemChanged(object sender, EventArgs<int, int> e) {
201      if (InvokeRequired)
202        Invoke(new EventHandler<EventArgs<int, int>>(Content_ItemChanged), sender, e);
203      else
204        dataGridView.InvalidateCell(e.Value2, e.Value);
205    }
206    private void Content_Reset(object sender, EventArgs e) {
207      if (InvokeRequired)
208        Invoke(new EventHandler(Content_Reset), sender, e);
209      else
210        UpdateData();
211    }
212
213    #region TextBox Events
214    private void rowsTextBox_Validating(object sender, CancelEventArgs e) {
215      if (ReadOnly || Locked)
216        return;
217      int i = 0;
218      if (!int.TryParse(rowsTextBox.Text, out i) || (i <= 0)) {
219        e.Cancel = true;
220        errorProvider.SetError(rowsTextBox, "Invalid Number of Rows (Valid values are positive integers larger than 0)");
221        rowsTextBox.SelectAll();
222      }
223    }
224    private void rowsTextBox_Validated(object sender, EventArgs e) {
225      if (!Content.ReadOnly) Content.Rows = int.Parse(rowsTextBox.Text);
226      errorProvider.SetError(rowsTextBox, string.Empty);
227    }
228    private void rowsTextBox_KeyDown(object sender, KeyEventArgs e) {
229      if (e.KeyCode == Keys.Enter || e.KeyCode == Keys.Return)
230        rowsLabel.Focus();  // set focus on label to validate data
231      if (e.KeyCode == Keys.Escape) {
232        rowsTextBox.Text = Content.Rows.ToString();
233        rowsLabel.Focus();  // set focus on label to validate data
234      }
235    }
236    private void columnsTextBox_Validating(object sender, CancelEventArgs e) {
237      if (ReadOnly || Locked)
238        return;
239      int i = 0;
240      if (!int.TryParse(columnsTextBox.Text, out i) || (i <= 0)) {
241        e.Cancel = true;
242        errorProvider.SetError(columnsTextBox, "Invalid Number of Columns (Valid values are positive integers larger than 0)");
243        columnsTextBox.SelectAll();
244      }
245    }
246    private void columnsTextBox_Validated(object sender, EventArgs e) {
247      if (!Content.ReadOnly) Content.Columns = int.Parse(columnsTextBox.Text);
248      errorProvider.SetError(columnsTextBox, string.Empty);
249    }
250    private void columnsTextBox_KeyDown(object sender, KeyEventArgs e) {
251      if (e.KeyCode == Keys.Enter || e.KeyCode == Keys.Return)
252        columnsLabel.Focus();  // set focus on label to validate data
253      if (e.KeyCode == Keys.Escape) {
254        columnsTextBox.Text = Content.Columns.ToString();
255        columnsLabel.Focus();  // set focus on label to validate data
256      }
257    }
258    #endregion
259
260    #region DataGridView Events
261
262    protected virtual void dataGridView_CellValidating(object sender, DataGridViewCellValidatingEventArgs e) {
263      if (dataGridView.ReadOnly) return;
264      if (Content == null) return;
265      if (Content.Rows <= e.RowIndex || Content.Columns <= e.ColumnIndex) return;
266
267      string errorMessage;
268      if (!Content.Validate(e.FormattedValue.ToString(), out errorMessage)) {
269        e.Cancel = true;
270        dataGridView.Rows[e.RowIndex].ErrorText = errorMessage;
271      }
272    }
273
274    protected virtual void dataGridView_CellParsing(object sender, DataGridViewCellParsingEventArgs e) {
275      if (!dataGridView.ReadOnly) {
276        string value = e.Value.ToString();
277        int rowIndex = virtualRowIndices[e.RowIndex];
278        e.ParsingApplied = Content.SetValue(value, rowIndex, e.ColumnIndex);
279        if (e.ParsingApplied) e.Value = Content.GetValue(rowIndex, e.ColumnIndex);
280      }
281    }
282    private void dataGridView_CellEndEdit(object sender, DataGridViewCellEventArgs e) {
283      dataGridView.Rows[e.RowIndex].ErrorText = string.Empty;
284    }
285    protected virtual void dataGridView_CellValueNeeded(object sender, DataGridViewCellValueEventArgs e) {
286      if (Content != null && e.RowIndex < Content.Rows && e.ColumnIndex < Content.Columns) {
287        int rowIndex = virtualRowIndices[e.RowIndex];
288        e.Value = Content.GetValue(rowIndex, e.ColumnIndex);
289      }
290    }
291
292    private void dataGridView_Scroll(object sender, System.Windows.Forms.ScrollEventArgs e) {
293      this.UpdateRowHeaders();
294    }
295    private void dataGridView_Resize(object sender, EventArgs e) {
296      this.UpdateRowHeaders();
297    }
298
299    protected virtual void dataGridView_KeyDown(object sender, KeyEventArgs e) {
300      if (!ReadOnly && e.Control && e.KeyCode == Keys.V) {
301        PasteValuesToDataGridView();
302        e.Handled = true;
303      } else if (e.Control && e.KeyCode == Keys.C) {
304        CopyValuesFromDataGridView();
305        e.Handled = true;
306      }
307    }
308
309    private void CopyValuesFromDataGridView() {
310      if (dataGridView.SelectedCells.Count == 0) return;
311
312      //if not all cells are selected use the built-in functionality for copying values to the clipboard
313      if (!dataGridView.AreAllCellsSelected(false)) {
314        dataGridView.ClipboardCopyMode = DataGridViewClipboardCopyMode.EnableWithoutHeaderText;
315        var data = dataGridView.GetClipboardContent();
316        Clipboard.SetDataObject(data);
317        return;
318      }
319
320      //If all cells are selected we want to include row and column headers if they are set in the content.
321      //This is not possible with the built-in functionality, because only both headers can be added.
322      //Furthermore, the current implementation of the view with the virtual DataGridView does set
323      //Row headers only when they are displayed (see UpdateRowHeaders) and otherwise leaves them empty.
324
325      StringBuilder s = new StringBuilder();
326
327      bool addColumnNames = Content.ColumnNames.Any();
328      bool addRowNames = Content.RowNames.Any();
329
330      //add first row with column headers
331      if (addColumnNames) {
332        var columnNames = Content.ColumnNames.ToArray();
333        if (addRowNames) s.Append('\t'); //there is no column header for the row headers
334        DataGridViewColumn column = dataGridView.Columns.GetFirstColumn(DataGridViewElementStates.Visible);
335        while (column != null) {
336          s.Append(columnNames[column.Index]);
337          s.Append('\t');
338
339          column = dataGridView.Columns.GetNextColumn(column, DataGridViewElementStates.Visible, DataGridViewElementStates.None);
340        }
341        s.Append(Environment.NewLine);
342      }
343
344      var rowNames = Content.RowNames.ToArray();
345      for (int r = 0; r < dataGridView.RowCount; r++) {
346        if (!dataGridView.Rows[r].Visible) continue; //skip invisible rows
347
348        int rowIndex = virtualRowIndices[r];
349        if (addRowNames) {
350          s.Append(rowNames[rowIndex]);
351          s.Append('\t');
352        }
353
354        DataGridViewColumn column = dataGridView.Columns.GetFirstColumn(DataGridViewElementStates.Visible);
355        while (column != null) {
356          s.Append(Content.GetValue(rowIndex, column.Index));
357          s.Append('\t');
358
359          column = dataGridView.Columns.GetNextColumn(column, DataGridViewElementStates.Visible, DataGridViewElementStates.None);
360        }
361
362        s.Remove(s.Length - 1, 1); //remove last tab
363        s.Append(Environment.NewLine);
364      }
365
366      Clipboard.SetText(s.ToString());
367    }
368
369    protected virtual void PasteValuesToDataGridView() {
370      string[,] values = SplitClipboardString(Clipboard.GetText());
371      int rowIndex = 0;
372      int columnIndex = 0;
373      if (dataGridView.CurrentCell != null) {
374        rowIndex = dataGridView.CurrentCell.RowIndex;
375        columnIndex = dataGridView.CurrentCell.ColumnIndex;
376      }
377      if (Content.Rows < values.GetLength(1) + rowIndex) Content.Rows = values.GetLength(1) + rowIndex;
378      if (Content.Columns < values.GetLength(0) + columnIndex) Content.Columns = values.GetLength(0) + columnIndex;
379
380      for (int row = 0; row < values.GetLength(1); row++) {
381        for (int col = 0; col < values.GetLength(0); col++) {
382          Content.SetValue(values[col, row], row + rowIndex, col + columnIndex);
383        }
384      }
385      ClearSorting();
386    }
387    protected string[,] SplitClipboardString(string clipboardText) {
388      if (clipboardText.EndsWith(Environment.NewLine))
389        clipboardText = clipboardText.Remove(clipboardText.Length - Environment.NewLine.Length);  //remove last newline constant
390      string[,] values = null;
391      string[] lines = clipboardText.Split(new string[] { Environment.NewLine }, StringSplitOptions.None);
392      string[] cells;
393      for (int i = 0; i < lines.Length; i++) {
394        cells = lines[i].Split('\t');
395        if (values == null)
396          values = new string[cells.Length, lines.Length];
397        for (int j = 0; j < cells.Length; j++)
398          values[j, i] = string.IsNullOrEmpty(cells[j]) ? string.Empty : cells[j];
399      }
400      return values;
401    }
402
403    protected virtual void dataGridView_ColumnHeaderMouseClick(object sender, DataGridViewCellMouseEventArgs e) {
404      if (Content != null) {
405        if (e.Button == MouseButtons.Left && Content.SortableView) {
406          SortColumn(e.ColumnIndex);
407        }
408      }
409    }
410
411    protected virtual void ClearSorting() {
412      virtualRowIndices = Enumerable.Range(0, Content.Rows).ToArray();
413      sortedColumnIndices.Clear();
414      UpdateSortGlyph();
415    }
416
417    protected void Sort() {
418      virtualRowIndices = Sort(sortedColumnIndices);
419      UpdateSortGlyph();
420      UpdateRowHeaders();
421      dataGridView.Invalidate();
422    }
423
424    protected virtual void SortColumn(int columnIndex) {
425      bool addToSortedIndices = (Control.ModifierKeys & Keys.Control) == Keys.Control;
426      SortOrder newSortOrder = SortOrder.Ascending;
427      if (sortedColumnIndices.Any(x => x.Key == columnIndex)) {
428        SortOrder oldSortOrder = sortedColumnIndices.Where(x => x.Key == columnIndex).First().Value;
429        int enumLength = Enum.GetValues(typeof(SortOrder)).Length;
430        newSortOrder = oldSortOrder = (SortOrder)Enum.Parse(typeof(SortOrder), ((((int)oldSortOrder) + 1) % enumLength).ToString());
431      }
432
433      if (!addToSortedIndices)
434        sortedColumnIndices.Clear();
435
436      if (sortedColumnIndices.Any(x => x.Key == columnIndex)) {
437        int sortedIndex = sortedColumnIndices.FindIndex(x => x.Key == columnIndex);
438        if (newSortOrder != SortOrder.None)
439          sortedColumnIndices[sortedIndex] = new KeyValuePair<int, SortOrder>(columnIndex, newSortOrder);
440        else
441          sortedColumnIndices.RemoveAt(sortedIndex);
442      } else
443        if (newSortOrder != SortOrder.None)
444        sortedColumnIndices.Add(new KeyValuePair<int, SortOrder>(columnIndex, newSortOrder));
445      Sort();
446    }
447
448    protected virtual int[] Sort(IEnumerable<KeyValuePair<int, SortOrder>> sortedColumns) {
449      int[] newSortedIndex = Enumerable.Range(0, Content.Rows).ToArray();
450      if (sortedColumns.Count() != 0) {
451        rowComparer.SortedIndices = sortedColumns;
452        rowComparer.Matrix = Content;
453        Array.Sort(newSortedIndex, rowComparer);
454      }
455      return newSortedIndex;
456    }
457    private void UpdateSortGlyph() {
458      foreach (DataGridViewColumn col in this.dataGridView.Columns)
459        col.HeaderCell.SortGlyphDirection = SortOrder.None;
460      foreach (KeyValuePair<int, SortOrder> p in sortedColumnIndices)
461        this.dataGridView.Columns[p.Key].HeaderCell.SortGlyphDirection = p.Value;
462    }
463    #endregion
464
465    public int GetRowIndex(int originalIndex) {
466      return virtualRowIndices[originalIndex];
467    }
468
469    public class RowComparer : IComparer<int> {
470      public RowComparer() {
471      }
472
473      private List<KeyValuePair<int, SortOrder>> sortedIndices;
474      public IEnumerable<KeyValuePair<int, SortOrder>> SortedIndices {
475        get { return this.sortedIndices; }
476        set { sortedIndices = new List<KeyValuePair<int, SortOrder>>(value); }
477      }
478      private IStringConvertibleMatrix matrix;
479      public IStringConvertibleMatrix Matrix {
480        get { return this.matrix; }
481        set { this.matrix = value; }
482      }
483
484      public int Compare(int x, int y) {
485        int result = 0;
486        double double1, double2;
487        DateTime dateTime1, dateTime2;
488        TimeSpan timeSpan1, timeSpan2;
489        string string1, string2;
490
491        if (matrix == null)
492          throw new InvalidOperationException("Could not sort IStringConvertibleMatrix if the matrix member is null.");
493        if (sortedIndices == null)
494          return 0;
495
496        foreach (KeyValuePair<int, SortOrder> pair in sortedIndices.Where(p => p.Value != SortOrder.None)) {
497          string1 = matrix.GetValue(x, pair.Key);
498          string2 = matrix.GetValue(y, pair.Key);
499          if (double.TryParse(string1, out double1) && double.TryParse(string2, out double2))
500            result = double1.CompareTo(double2);
501          else if (DateTime.TryParse(string1, out dateTime1) && DateTime.TryParse(string2, out dateTime2))
502            result = dateTime1.CompareTo(dateTime2);
503          else if (TimeSpan.TryParse(string1, out timeSpan1) && TimeSpan.TryParse(string2, out timeSpan2))
504            result = timeSpan1.CompareTo(timeSpan2);
505          else {
506            if (string1 != null)
507              result = string1.CompareTo(string2);
508            else if (string2 != null)
509              result = string2.CompareTo(string1) * -1;
510          }
511          if (pair.Value == SortOrder.Descending)
512            result *= -1;
513          if (result != 0)
514            return result;
515        }
516        return result;
517      }
518    }
519
520    protected virtual void dataGridView_MouseClick(object sender, System.Windows.Forms.MouseEventArgs e) {
521      if (Content == null) return;
522      if (e.Button == MouseButtons.Right && Content.ColumnNames.Count() != 0)
523        contextMenu.Show(MousePosition);
524    }
525    protected virtual void ShowHideColumns_Click(object sender, EventArgs e) {
526      new StringConvertibleMatrixColumnVisibilityDialog(this.dataGridView.Columns.Cast<DataGridViewColumn>()).ShowDialog();
527      columnsTextBox.Text = dataGridView.Columns.GetColumnCount(DataGridViewElementStates.Visible).ToString();
528    }
529
530    private void UpdateVisibilityOfTextBoxes() {
531      rowsTextBox.Visible = columnsTextBox.Visible = showRowsAndColumnsTextBox;
532      rowsLabel.Visible = columnsLabel.Visible = showRowsAndColumnsTextBox;
533      UpdateDataGridViewSizeAndLocation();
534    }
535
536    private void UpdateVisibilityOfStatisticalInformation() {
537      statisticsTextBox.Visible = showStatisticalInformation;
538      UpdateDataGridViewSizeAndLocation();
539    }
540
541    private void UpdateDataGridViewSizeAndLocation() {
542      int headerSize = columnsTextBox.Location.Y + columnsTextBox.Size.Height +
543       columnsTextBox.Margin.Bottom + dataGridView.Margin.Top;
544
545      int offset = showRowsAndColumnsTextBox ? headerSize : 0;
546      dataGridView.Location = new Point(0, offset);
547
548      int statisticsTextBoxHeight = showStatisticalInformation ? statisticsTextBox.Height + statisticsTextBox.Margin.Top + statisticsTextBox.Margin.Bottom : 0;
549      dataGridView.Size = new Size(Size.Width, Size.Height - offset - statisticsTextBoxHeight);
550    }
551
552    protected virtual void dataGridView_SelectionChanged(object sender, EventArgs e) {
553      statisticsTextBox.Text = string.Empty;
554      if (dataGridView.SelectedCells.Count > 1) {
555        List<double> selectedValues = new List<double>();
556        foreach (DataGridViewCell cell in dataGridView.SelectedCells) {
557          double value;
558          if (!double.TryParse(cell.Value.ToString(), out value)) return;
559          selectedValues.Add(value);
560        }
561        if (selectedValues.Count > 1) {
562          statisticsTextBox.Text = CreateStatisticsText(selectedValues);
563        }
564      }
565    }
566
567    protected virtual string CreateStatisticsText(ICollection<double> values) {
568      string stringFormat = "{0,20:0.0000}";
569      int overallCount = values.Count;
570      values = values.Where(x => !double.IsNaN(x)).ToList();
571      if (!values.Any()) {
572        return "";
573      }
574      StringBuilder statisticsText = new StringBuilder();
575      statisticsText.Append("Count: " + values.Count + "    ");
576      statisticsText.Append("Sum: " + string.Format(stringFormat, values.Sum()) + "    ");
577      statisticsText.Append("Min: " + string.Format(stringFormat, values.Min()) + "    ");
578      statisticsText.Append("Max: " + string.Format(stringFormat, values.Max()) + "    ");
579      statisticsText.Append("Average: " + string.Format(stringFormat, values.Average()) + "    ");
580      statisticsText.Append("Standard Deviation: " + string.Format(stringFormat, values.StandardDeviation()) + "    ");
581      if (overallCount > 0)
582        statisticsText.Append("Missing Values: " + string.Format(stringFormat, ((overallCount - values.Count) / (double)overallCount) * 100) + "%    ");
583      return statisticsText.ToString();
584    }
585  }
586}
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