1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.IO;
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24 | using System.Threading.Tasks;
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25 | using System.Windows.Forms;
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26 | using HeuristicLab.Common;
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27 | using HeuristicLab.Core;
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28 | using HeuristicLab.Core.Views;
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29 | using HeuristicLab.MainForm;
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30 | using HeuristicLab.Problems.DataAnalysis;
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31 | using HeuristicLab.Problems.Instances.DataAnalysis;
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32 | using HeuristicLab.Problems.Instances.DataAnalysis.Views;
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33 |
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34 | namespace HeuristicLab.DataPreprocessing.Views {
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35 | [View("DataPreprocessing View")]
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36 | [Content(typeof(PreprocessingContext), true)]
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37 | public partial class DataPreprocessingView : NamedItemView {
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38 | public new PreprocessingContext Content {
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39 | get { return (PreprocessingContext)base.Content; }
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40 | set { base.Content = value; }
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41 | }
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42 |
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43 | public DataPreprocessingView() {
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44 | InitializeComponent();
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45 | }
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46 |
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47 | protected override void OnContentChanged() {
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48 | base.OnContentChanged();
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49 | if (Content != null) {
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50 | var data = Content.Data;
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51 | var filterLogic = new FilterLogic(data);
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52 | var searchLogic = new SearchLogic(data, filterLogic);
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53 | var statisticsLogic = new StatisticsLogic(data, searchLogic);
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54 | var manipulationLogic = new ManipulationLogic(data, searchLogic, statisticsLogic);
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55 |
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56 | var viewShortcuts = new ItemList<IViewShortcut> {
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57 | new DataGridContent(data, manipulationLogic, filterLogic),
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58 | new StatisticsContent(data, statisticsLogic),
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59 |
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60 | new LineChartContent(data),
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61 | new HistogramContent(data),
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62 | new SingleScatterPlotContent(data),
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63 | new MultiScatterPlotContent(data),
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64 | new CorrelationMatrixContent(Content),
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65 | new DataCompletenessChartContent(searchLogic),
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66 |
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67 | new FilterContent(filterLogic),
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68 | new ManipulationContent(manipulationLogic, searchLogic, filterLogic),
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69 | new TransformationContent(data, filterLogic)
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70 | };
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71 |
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72 | viewShortcutListView.Content = viewShortcuts.AsReadOnly();
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73 | viewShortcutListView.ItemsListView.Items[0].Selected = true;
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74 | viewShortcutListView.Select();
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75 |
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76 | applyTypeContextMenuStrip.Items.Clear();
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77 | exportTypeContextMenuStrip.Items.Clear();
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78 | foreach (var exportOption in Content.GetSourceExportOptions()) {
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79 | var applyMenuItem = new ToolStripMenuItem(exportOption.Key) { Tag = exportOption.Value };
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80 | applyMenuItem.Click += applyToolStripMenuItem_Click;
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81 | applyTypeContextMenuStrip.Items.Add(applyMenuItem);
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82 |
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83 | var exportMenuItem = new ToolStripMenuItem(exportOption.Key) { Tag = exportOption.Value };
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84 | exportMenuItem.Click += exportToolStripMenuItem_Click;
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85 | exportTypeContextMenuStrip.Items.Add(exportMenuItem);
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86 | }
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87 | var exportCsvMenuItem = new ToolStripMenuItem(".csv");
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88 | exportCsvMenuItem.Click += exportCsvMenuItem_Click;
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89 | exportTypeContextMenuStrip.Items.Add(exportCsvMenuItem);
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90 | } else {
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91 | viewShortcutListView.Content = null;
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92 | }
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93 | }
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94 | protected override void RegisterContentEvents() {
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95 | base.RegisterContentEvents();
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96 | Content.Reset += Content_Reset;
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97 | Content.Data.FilterChanged += Data_FilterChanged;
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98 | }
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99 |
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100 | protected override void DeregisterContentEvents() {
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101 | base.DeregisterContentEvents();
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102 | Content.Reset -= Content_Reset;
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103 | Content.Data.FilterChanged -= Data_FilterChanged;
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104 | }
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105 |
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106 | void Content_Reset(object sender, EventArgs e) {
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107 | OnContentChanged(); // Reset by setting new content
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108 | }
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109 |
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110 | void Data_FilterChanged(object sender, EventArgs e) {
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111 | lblFilterActive.Visible = Content.Data.IsFiltered;
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112 | }
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113 |
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114 | protected override void SetEnabledStateOfControls() {
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115 | base.SetEnabledStateOfControls();
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116 | viewShortcutListView.Enabled = Content != null;
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117 | applyInNewTabButton.Enabled = Content != null;
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118 | exportProblemButton.Enabled = Content != null && Content.CanExport;
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119 | undoButton.Enabled = Content != null;
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120 | }
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121 |
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122 | #region New
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123 | private void newButton_Click(object sender, EventArgs e) {
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124 | newProblemDataTypeContextMenuStrip.Show(Cursor.Position);
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125 | }
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126 | private void newRegressionToolStripMenuItem_Click(object sender, EventArgs e) {
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127 | if (CheckNew("Regression"))
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128 | Content.Import(new RegressionProblemData());
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129 | }
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130 | private void newClassificationToolStripMenuItem_Click(object sender, EventArgs e) {
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131 | if (CheckNew("Classification"))
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132 | Content.Import(new ClassificationProblemData());
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133 | }
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134 | private void newTimeSeriesToolStripMenuItem_Click(object sender, EventArgs e) {
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135 | if (CheckNew("Time Series Prognosis"))
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136 | Content.Import(new TimeSeriesPrognosisProblemData());
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137 | }
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138 |
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139 | private bool CheckNew(string type) {
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140 | return DialogResult.OK == MessageBox.Show(
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141 | this,
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142 | string.Format("When creating a new {0}, all previous information will be lost.", type),
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143 | "Continue?",
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144 | MessageBoxButtons.OKCancel, MessageBoxIcon.Warning);
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145 | }
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146 | #endregion
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147 |
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148 | #region Import
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149 | private void importButton_Click(object sender, EventArgs e) {
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150 | importProblemDataTypeContextMenuStrip.Show(Cursor.Position);
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151 | }
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152 | private async void importRegressionToolStripMenuItem_Click(object sender, EventArgs e) {
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153 | await ImportAsync(new RegressionCSVInstanceProvider(), new RegressionImportDialog(),
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154 | dialog => ((RegressionImportDialog)dialog).ImportType);
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155 | }
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156 | private async void importClassificationToolStripMenuItem_Click(object sender, EventArgs e) {
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157 | await ImportAsync(new ClassificationCSVInstanceProvider(), new ClassificationImportDialog(),
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158 | dialog => ((ClassificationImportDialog)dialog).ImportType);
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159 | }
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160 | private async void importTimeSeriesToolStripMenuItem_Click(object sender, EventArgs e) {
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161 | await ImportAsync(new TimeSeriesPrognosisCSVInstanceProvider(), new TimeSeriesPrognosisImportDialog(),
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162 | dialog => ((TimeSeriesPrognosisImportDialog)dialog).ImportType);
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163 | }
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164 | private async Task ImportAsync<TProblemData, TImportType>(DataAnalysisInstanceProvider<TProblemData, TImportType> instanceProvider, DataAnalysisImportDialog importDialog,
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165 | Func<DataAnalysisImportDialog, TImportType> getImportType)
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166 | where TProblemData : class, IDataAnalysisProblemData
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167 | where TImportType : DataAnalysisImportType {
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168 | if (importDialog.ShowDialog() == DialogResult.OK) {
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169 | await Task.Run(() => {
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170 | TProblemData instance;
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171 | // lock active view and show progress bar
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172 |
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173 | try {
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174 | var progress = Progress.Show(Content, "Loading problem instance.");
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175 | instanceProvider.ProgressChanged += (o, args) => { progress.ProgressValue = args.ProgressPercentage / 100.0; };
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176 |
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177 | instance = instanceProvider.ImportData(importDialog.Path, getImportType(importDialog), importDialog.CSVFormat);
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178 | } catch (IOException ex) {
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179 | MessageBox.Show(string.Format("There was an error parsing the file: {0}", Environment.NewLine + ex.Message), "Error while parsing", MessageBoxButtons.OK, MessageBoxIcon.Error);
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180 | Progress.Hide(Content);
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181 | return;
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182 | }
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183 | try {
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184 | Content.Import(instance);
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185 | } catch (IOException ex) {
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186 | MessageBox.Show(string.Format("This problem does not support loading the instance {0}: {1}", Path.GetFileName(importDialog.Path), Environment.NewLine + ex.Message), "Cannot load instance");
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187 | } finally {
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188 | Progress.Hide(Content);
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189 | }
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190 | });
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191 | }
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192 | }
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193 | #endregion
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194 |
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195 | #region Apply
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196 | private void applyInNewTabButton_Click(object sender, EventArgs e) {
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197 | applyTypeContextMenuStrip.Show(Cursor.Position);
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198 | }
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199 | private void applyToolStripMenuItem_Click(object sender, EventArgs e) {
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200 | var menuItem = (ToolStripMenuItem)sender;
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201 | var itemCreator = (Func<IItem>)menuItem.Tag;
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202 | MainFormManager.MainForm.ShowContent(itemCreator());
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203 | }
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204 | #endregion
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205 |
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206 | #region Export
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207 | private void exportProblemButton_Click(object sender, EventArgs e) {
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208 | exportTypeContextMenuStrip.Show(Cursor.Position);
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209 | }
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210 | private void exportToolStripMenuItem_Click(object sender, EventArgs e) {
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211 | var menuItem = (ToolStripMenuItem)sender;
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212 | var itemCreator = (Func<IItem>)menuItem.Tag;
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213 | var saveFileDialog = new SaveFileDialog {
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214 | Title = "Save Item",
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215 | DefaultExt = "hl",
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216 | Filter = "Uncompressed HeuristicLab Files|*.hl|HeuristicLab Files|*.hl|All Files|*.*",
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217 | FilterIndex = 2
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218 | };
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219 |
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220 | if (saveFileDialog.ShowDialog() == DialogResult.OK) {
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221 | Task.Run(() => {
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222 | bool compressed = saveFileDialog.FilterIndex != 1;
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223 | var storable = itemCreator() as IStorableContent;
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224 | if (storable != null) {
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225 | try {
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226 | Progress.ShowMarquee(Content, "Exporting data.");
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227 | ContentManager.Save(storable, saveFileDialog.FileName, compressed);
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228 | } finally {
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229 | Progress.Hide(Content);
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230 | }
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231 | }
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232 | });
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233 | }
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234 | }
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235 | private void exportCsvMenuItem_Click(object sender, EventArgs e) {
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236 | var saveFileDialog = new SaveFileDialog {
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237 | Title = "Save Data",
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238 | DefaultExt = "csv",
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239 | Filter = "CSV files|*.csv|All files|*.*",
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240 | FilterIndex = 1
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241 | };
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242 |
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243 | if (saveFileDialog.ShowDialog() == DialogResult.OK) {
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244 | Task.Run(() => {
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245 | try {
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246 | var problemData = Content.CreateNewProblemData();
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247 | Progress.ShowMarquee(Content, "Exporting data.");
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248 | if (problemData is TimeSeriesPrognosisProblemData)
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249 | Export(new TimeSeriesPrognosisCSVInstanceProvider(), problemData, saveFileDialog.FileName);
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250 | else if (problemData is RegressionProblemData)
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251 | Export(new RegressionCSVInstanceProvider(), problemData, saveFileDialog.FileName);
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252 | else if (problemData is ClassificationProblemData)
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253 | Export(new ClassificationCSVInstanceProvider(), problemData, saveFileDialog.FileName);
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254 | } finally {
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255 | Progress.Hide(Content);
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256 | }
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257 | });
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258 | }
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259 | }
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260 | private void Export<TProblemData, TImportType>(DataAnalysisInstanceProvider<TProblemData, TImportType> instanceProvider,
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261 | IDataAnalysisProblemData problemData, string path)
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262 | where TProblemData : class, IDataAnalysisProblemData where TImportType : DataAnalysisImportType {
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263 | instanceProvider.ExportData((TProblemData)problemData, path);
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264 | }
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265 | #endregion
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266 |
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267 | #region Undo / Redo
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268 | private void undoButton_Click(object sender, EventArgs e) {
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269 | Content.Data.Undo();
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270 | }
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271 | #endregion
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272 | }
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273 | } |
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