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source: trunk/sources/HeuristicLab.DataPreprocessing.Views/3.4/PreprocessingChartView.cs @ 14000

Last change on this file since 14000 was 13502, checked in by pfleck, 9 years ago

#2559

  • Adapted import and export for preprocessing.
  • Added MenuItem to be able to open Preprocessing without creating a DataAnalysisProblem before.
  • Added coloring in ScatterPlot.
  • Removed IPreprocessingContext interface.
  • Reformatted code:
    • Added missing copyright headers.
    • Corrected namespaces.
    • Deleted unnecessary usings.
    • Applied correct formatting.
File size: 13.6 KB
RevLine 
[10539]1#region License Information
2/* HeuristicLab
[12012]3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[10539]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
[10717]22using System;
23using System.Collections.Generic;
[12676]24using System.Linq;
[10303]25using System.Windows.Forms;
[10628]26using HeuristicLab.Analysis;
27using HeuristicLab.Collections;
[10303]28using HeuristicLab.Core.Views;
[10628]29using HeuristicLab.Data;
[10303]30using HeuristicLab.MainForm;
31
32namespace HeuristicLab.DataPreprocessing.Views {
[10658]33  [View("Preprocessing Chart View")]
34  [Content(typeof(PreprocessingChartContent), false)]
35  public partial class PreprocessingChartView : ItemView {
[10377]36
[10803]37    private PreprocessingDataTable dataTable;
38    private List<PreprocessingDataTable> dataTablePerVariable;
[10717]39    private List<DataRow> dataRows;
[10847]40    private List<DataRow> selectedDataRows;
[10717]41
[10658]42    protected DataRowVisualProperties.DataRowChartType chartType;
43    protected string chartTitle;
[10628]44
[10658]45    private const string DEFAULT_CHART_TITLE = "Chart";
[10972]46    private const int FIXED_CHART_SIZE = 300;
[10999]47    private const int MAX_TABLE_AUTO_SIZE_ROWS = 3;
[10658]48
[10908]49    public IEnumerable<double> Classification { get; set; }
[12676]50    public bool IsDetailedChartViewEnabled { get; set; }
[10658]51
52    public PreprocessingChartView() {
[10303]53      InitializeComponent();
[10658]54      chartType = DataRowVisualProperties.DataRowChartType.Line;
55      chartTitle = DEFAULT_CHART_TITLE;
[10303]56    }
57
[10972]58    //Variable selection changed
59    //Add or remove data row
[10628]60    private void CheckedItemsChanged(object sender, CollectionItemsChangedEventArgs<IndexedItem<StringValue>> checkedItems) {
[12676]61
[10712]62      foreach (IndexedItem<StringValue> item in checkedItems.Items) {
[10628]63        string variableName = item.Value.Value;
[10847]64
65        //variable is displayed -> remove
[10628]66        if (VariableIsDisplayed(variableName)) {
67          dataTable.Rows.Remove(variableName);
[10847]68          dataTable.SelectedRows.Remove(variableName);
[10804]69          dataTablePerVariable.Remove(dataTablePerVariable.Find(x => (x.Name == variableName)));
[10992]70          //variable isnt't displayed -> add
[10628]71        } else {
[10717]72          DataRow row = GetDataRow(variableName);
[10847]73          DataRow selectedRow = GetSelectedDataRow(variableName);
[10717]74          dataTable.Rows.Add(row);
[10972]75
76          PreprocessingDataTable pdt = new PreprocessingDataTable(variableName);
77          pdt.Rows.Add(row);
78          dataTablePerVariable.Add(pdt);
79
80          //update selection
[10992]81          if (selectedRow != null) {
[10847]82            dataTable.SelectedRows.Add(selectedRow);
[10972]83            pdt.SelectedRows.Add(selectedRow);
[10992]84          }
[10628]85        }
86      }
[10717]87
[10972]88      // update chart if not in all in one mode
[10908]89      if (Content != null && !Content.AllInOneMode)
[10717]90        GenerateChart();
91
[10628]92    }
93
[10717]94    private bool VariableIsDisplayed(string name) {
95
[10628]96      foreach (var item in dataTable.Rows) {
97        if (item.Name == name)
98          return true;
99      }
100      return false;
101    }
102
[10573]103    protected override void RegisterContentEvents() {
104      base.RegisterContentEvents();
[10992]105      Content.PreprocessingData.Changed += PreprocessingData_Changed;
106      Content.PreprocessingData.SelectionChanged += PreprocessingData_SelctionChanged;
[10804]107
[10573]108    }
109
110    protected override void DeregisterContentEvents() {
111      base.DeregisterContentEvents();
[10992]112      Content.PreprocessingData.Changed -= PreprocessingData_Changed;
113      Content.PreprocessingData.SelectionChanged -= PreprocessingData_SelctionChanged;
[10573]114    }
115
[10658]116    public new PreprocessingChartContent Content {
117      get { return (PreprocessingChartContent)base.Content; }
[10303]118      set { base.Content = value; }
119    }
120
[10717]121    private void InitData() {
[10992]122      if (Content.VariableItemList == null) {
123        Content.VariableItemList = Content.CreateVariableItemList();
[12676]124      } else {
125        var checkedNames = Content.VariableItemList.CheckedItems.Select(x => x.Value.Value);
126        Content.VariableItemList = Content.CreateVariableItemList(checkedNames);
[10818]127      }
128      checkedItemList.Content = Content.VariableItemList;
[10972]129
130      //Create data tables and data rows
[10992]131      dataRows = Content.CreateAllDataRows(chartType);
[10803]132      dataTable = new PreprocessingDataTable(chartTitle);
[10847]133      dataTablePerVariable = new List<PreprocessingDataTable>();
[10717]134
[10847]135      //add data rows to data tables according to checked item list
[10992]136      foreach (var checkedItem in Content.VariableItemList.CheckedItems) {
[10818]137        string variableName = Content.VariableItemList[checkedItem.Index].Value;
[10803]138        PreprocessingDataTable d = new PreprocessingDataTable(variableName);
[10717]139        DataRow row = GetDataRow(variableName);
[10804]140
[12676]141        if (row != null) {
142          //add row to data table
143          dataTable.Rows.Add(row);
[10847]144
[12676]145          //add row to data table per variable
146          d.Rows.Add(row);
147          dataTablePerVariable.Add(d);
148        }
[10847]149      }
[10803]150
[10847]151      UpdateSelection();
152    }
153
154    private void UpdateSelection() {
155
156      //update data table selection
[10992]157      selectedDataRows = Content.CreateAllSelectedDataRows(chartType);
[10847]158      dataTable.SelectedRows.Clear();
[11039]159      foreach (var selectedRow in selectedDataRows) {
[12676]160        if (VariableIsDisplayed(selectedRow.Name))
[11039]161          dataTable.SelectedRows.Add(selectedRow);
162      }
[10847]163
164      //update data table per variable selection
165      foreach (PreprocessingDataTable d in dataTablePerVariable) {
166        d.SelectedRows.Clear();
167        DataRow row = selectedDataRows.Find(x => x.Name == d.Name);
168        if (row != null)
169          d.SelectedRows.Add(row);
[10717]170      }
[10847]171
[10717]172    }
173
[10847]174    private DataRow GetSelectedDataRow(string variableName) {
175      foreach (DataRow row in selectedDataRows) {
176        if (row.Name == variableName)
177          return row;
178      }
179      return null;
180    }
181
[10717]182    private DataRow GetDataRow(string variableName) {
183      foreach (DataRow row in dataRows) {
184        if (row.Name == variableName)
185          return row;
186      }
187      return null;
188    }
189
[10303]190    protected override void OnContentChanged() {
191      base.OnContentChanged();
[10377]192      if (Content != null) {
[10804]193        InitData();
[10818]194        Content.VariableItemList.CheckedItemsChanged += CheckedItemsChanged;
[10804]195        GenerateChart();
[10377]196      }
[10303]197    }
[10377]198
[10717]199    // TODO : handle also other changed events
[10628]200    void PreprocessingData_Changed(object sender, DataPreprocessingChangedEventArgs e) {
201      switch (e.Type) {
202        case DataPreprocessingChangedEventType.DeleteColumn:
[10992]203          RemoveVariable(Content.PreprocessingData.GetVariableName(e.Column));
[10628]204          break;
205        case DataPreprocessingChangedEventType.AddColumn:
[10992]206          AddVariable(Content.PreprocessingData.GetVariableName(e.Column));
[10628]207          break;
208        case DataPreprocessingChangedEventType.ChangeColumn:
209        case DataPreprocessingChangedEventType.ChangeItem:
[10992]210          UpdateDataForVariable(Content.PreprocessingData.GetVariableName(e.Column));
[10628]211          break;
212        case DataPreprocessingChangedEventType.DeleteRow:
213        case DataPreprocessingChangedEventType.AddRow:
[10736]214        case DataPreprocessingChangedEventType.Any:
[10817]215        default:
[10992]216          //TODO: test with transform
[10736]217          InitData();
[10804]218          GenerateChart();
[10628]219          break;
[10382]220      }
[10377]221    }
222
[10847]223    private void PreprocessingData_SelctionChanged(object sender, EventArgs e) {
224      UpdateSelection();
225    }
226
[10717]227    private void UpdateDataForVariable(string variableName) {
[10992]228      DataRow newRow = Content.CreateDataRow(variableName, chartType);
[10717]229      dataTable.Rows.Remove(variableName);
230      dataTable.Rows.Add(newRow);
[10736]231      DataTable dt = dataTablePerVariable.Find(x => x.Rows.Find(y => y.Name == variableName) != null);
232      if (dt != null) {
233        dt.Rows.Remove(variableName);
234        dt.Rows.Add(newRow);
235      }
[10717]236    }
237
[10628]238    // add variable to data table and item list
239    private void AddVariable(string name) {
[10992]240      DataRow row = Content.CreateDataRow(name, chartType);
[10741]241      dataTable.Rows.Add(row);
[10803]242      PreprocessingDataTable d = new PreprocessingDataTable(name);
[10741]243      d.Rows.Add(row);
244      dataTablePerVariable.Add(d);
[10818]245      Content.VariableItemList.Add(new StringValue(name));
246      if (!Content.AllInOneMode)
[10741]247        GenerateChart();
[10628]248    }
[10377]249
[10628]250    // remove variable from data table and item list
251    private void RemoveVariable(string name) {
252      dataTable.Rows.Remove(name);
[10741]253      dataTablePerVariable.Remove(dataTablePerVariable.Find(x => (x.Name == name)));
[10382]254
[10628]255      StringValue stringValue = FindVariableItemList(name);
256      if (stringValue != null)
[10818]257        Content.VariableItemList.Remove(stringValue);
258      if (!Content.AllInOneMode)
[10741]259        GenerateChart();
[10377]260    }
[10628]261
262    private StringValue FindVariableItemList(string name) {
[10992]263      foreach (StringValue stringValue in Content.VariableItemList) {
[10628]264        if (stringValue.Value == name)
265          return stringValue;
266      }
267      return null;
268    }
269
[10717]270    protected void GenerateChart() {
[10804]271      ClearTableLayout();
[10992]272      if (Content.AllInOneMode) {
[10736]273        GenerateSingleChartLayout();
274      } else
275        GenerateMultiChartLayout();
276    }
277
278    private void ClearTableLayout() {
[10717]279      //Clear out the existing controls
280      tableLayoutPanel.Controls.Clear();
281
282      //Clear out the existing row and column styles
283      tableLayoutPanel.ColumnStyles.Clear();
284      tableLayoutPanel.RowStyles.Clear();
285      tableLayoutPanel.AutoScroll = false;
[10736]286      tableLayoutPanel.AutoScroll = true;
[10804]287    }
[10717]288
289    private void GenerateSingleChartLayout() {
290      tableLayoutPanel.ColumnCount = 1;
291      tableLayoutPanel.RowCount = 1;
292      tableLayoutPanel.ColumnStyles.Add(new ColumnStyle(SizeType.Percent, 100));
293      tableLayoutPanel.RowStyles.Add(new RowStyle(SizeType.Percent, 100));
294      tableLayoutPanel.Controls.Add(dataTableView, 0, 0);
295      dataTableView.Content = dataTable;
296    }
297
[10972]298    private int GetNrOfMultiChartColumns(int itemCount) {
[10717]299      int columns = 0;
[10972]300      if (itemCount <= 2)
[10717]301        columns = 1;
[10972]302      else if (itemCount <= 6)
[10717]303        columns = 2;
304      else
305        columns = 3;
[10972]306      return columns;
307    }
[10717]308
[10972]309    private int GetNrOfMultiChartRows(int itemCount, int columns) {
310      int rows = 0;
[10717]311      if (columns == 3)
[10972]312        rows = (itemCount + 2) / columns;
[10804]313      else if (columns == 2)
[10972]314        rows = (itemCount + 1) / columns;
[10717]315      else
[10972]316        rows = itemCount / columns;
317      return rows;
318    }
[10717]319
[10972]320
321    private void GenerateMultiChartLayout() {
322      int checkedItemsCnt = 0;
323      foreach (var item in Content.VariableItemList.CheckedItems)
324        checkedItemsCnt++;
325
326      // set columns and rows based on number of items
327      int columns = GetNrOfMultiChartColumns(checkedItemsCnt);
328      int rows = GetNrOfMultiChartRows(checkedItemsCnt, columns);
[10992]329
[10717]330      tableLayoutPanel.ColumnCount = columns;
331      tableLayoutPanel.RowCount = rows;
332
[10803]333      List<PreprocessingDataTable>.Enumerator enumerator = dataTablePerVariable.GetEnumerator();
[10717]334      for (int x = 0; x < columns; x++) {
[10804]335
[10999]336        if (rows <= MAX_TABLE_AUTO_SIZE_ROWS)
[10717]337          tableLayoutPanel.ColumnStyles.Add(new ColumnStyle(SizeType.Percent, 100 / columns));
338        else
339          //scrollbar is shown if there are more than 3 rows -> remove scroll bar width from total width
340          tableLayoutPanel.ColumnStyles.Add(new ColumnStyle(SizeType.Absolute, (tableLayoutPanel.Width - System.Windows.Forms.SystemInformation.VerticalScrollBarWidth) / columns));
341        for (int y = 0; y < rows; y++) {
342          //Add a row only when creating the first column
343          if (x == 0) {
344            // fixed chart size when there are more than 3 tables
[10999]345            if (rows > MAX_TABLE_AUTO_SIZE_ROWS)
[10972]346              tableLayoutPanel.RowStyles.Add(new RowStyle(SizeType.Absolute, FIXED_CHART_SIZE));
[10717]347            else
348              tableLayoutPanel.RowStyles.Add(new RowStyle(SizeType.Percent, 100 / rows));
349          }
350
351          enumerator.MoveNext();
[10803]352          PreprocessingDataTable d = enumerator.Current;
[10972]353          AddDataTableToTableLayout(d, x, y);
[10992]354
[10717]355        }
356      }
357    }
358
[10972]359    private void AddDataTableToTableLayout(PreprocessingDataTable dataTable, int x, int y) {
360      PreprocessingDataTableView dataView = new PreprocessingDataTableView();
361      dataView.Classification = Classification;
[12676]362      dataView.IsDetailedChartViewEnabled = IsDetailedChartViewEnabled;
[10972]363
364      if (dataTable == null) {
365        // dummy panel for empty field
366        Panel p = new Panel();
367        p.Dock = DockStyle.Fill;
368        tableLayoutPanel.Controls.Add(p, y, x);
369      } else {
370        dataView.Content = dataTable;
371        dataView.Dock = DockStyle.Fill;
372        tableLayoutPanel.Controls.Add(dataView, y, x);
373      }
374    }
375
[10717]376    //Remove horizontal scroll bar if visible
377    private void tableLayoutPanel_Layout(object sender, LayoutEventArgs e) {
378      if (tableLayoutPanel.HorizontalScroll.Visible) {
379        // Add padding on the right in order to accomodate the vertical scrollbar
380        int vWidth = SystemInformation.VerticalScrollBarWidth;
381        tableLayoutPanel.Padding = new Padding(0, 0, vWidth, 0);
382      } else {
383        // Reset padding
384        tableLayoutPanel.Padding = new Padding(0);
385      }
386    }
387
[10303]388  }
389}
390
391
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