#region License Information /* HeuristicLab * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion using System; using System.Collections.Generic; using System.ComponentModel; using System.Drawing; using System.Data; using System.Text; using System.Windows.Forms; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Operators; using HeuristicLab.DataAnalysis; namespace HeuristicLab.GP.StructureIdentification { public partial class ProblemInjectorView : ViewBase { public ProblemInjector ProblemInjector { get { return (ProblemInjector)Item; } set { base.Item = value; } } public ProblemInjectorView() : base() { InitializeComponent(); } public ProblemInjectorView(ProblemInjector problemInjector) : this() { ProblemInjector = problemInjector; variablesView.Operator = problemInjector; variablesView.Update(); } protected override void RemoveItemEvents() { operatorBaseVariableInfosView.Operator = null; operatorBaseDescriptionView.Operator = null; base.RemoveItemEvents(); } protected override void AddItemEvents() { base.AddItemEvents(); operatorBaseVariableInfosView.Operator = ProblemInjector; operatorBaseDescriptionView.Operator = ProblemInjector; } protected override void UpdateControls() { base.UpdateControls(); if (ProblemInjector == null) { importInstanceButton.Enabled = false; } else { Dataset dataset = (Dataset)ProblemInjector.GetVariable("Dataset").Value; datasetView.Dataset = dataset; importInstanceButton.Enabled = true; } } private void importInstanceButton_Click(object sender, EventArgs e) { if (openFileDialog.ShowDialog(this) == DialogResult.OK) { DatasetParser parser = new DatasetParser(); bool success = false; try { try { parser.Import(openFileDialog.FileName, true); success = true; } catch (DataFormatException ex) { ShowWarningMessageBox(ex); // not possible to parse strictly => clear and try to parse non-strict parser.Reset(); parser.Import(openFileDialog.FileName, false); success = true; } } catch (DataFormatException ex) { // if the non-strict parsing also failed then show the exception ShowErrorMessageBox(ex); } if (success) { Dataset dataset = (Dataset)ProblemInjector.GetVariable("Dataset").Value; dataset.Rows = parser.Rows; dataset.Columns = parser.Columns; for (int i = 0; i < parser.VariableNames.Length; i++) { dataset.SetVariableName(i, parser.VariableNames[i]); } dataset.Name = parser.ProblemName; dataset.Samples = new double[dataset.Rows * dataset.Columns]; Array.Copy(parser.Samples, dataset.Samples, dataset.Columns * dataset.Rows); TrySetVariable("TrainingSamplesStart", parser.TrainingSamplesStart); TrySetVariable("TrainingSamplesStart", parser.TrainingSamplesStart); TrySetVariable("TrainingSamplesEnd", parser.TrainingSamplesEnd); TrySetVariable("ValidationSamplesStart", parser.ValidationSamplesStart); TrySetVariable("ValidationSamplesEnd", parser.ValidationSamplesEnd); TrySetVariable("TestSamplesStart", parser.TestSamplesStart); TrySetVariable("TestSamplesEnd", parser.TestSamplesEnd); TrySetVariable("TargetVariable", parser.TargetVariable); IVariable var = ProblemInjector.GetVariable("AllowedFeatures"); if (var != null) { ItemList allowedFeatures = (ItemList)var.Value; allowedFeatures.Clear(); List nonInputVariables = parser.NonInputVariables; for (int i = 0; i < dataset.Columns; i++) { if (!nonInputVariables.Contains(i)) allowedFeatures.Add(new IntData(i)); } } Refresh(); } } } private void TrySetVariable(string name, int value) { IVariable var = ProblemInjector.GetVariable(name); if (var != null) { ((IntData)var.Value).Data = value; } } private void ShowWarningMessageBox(Exception ex) { MessageBox.Show(ex.Message, "Warning - " + ex.GetType().Name, MessageBoxButtons.OK, MessageBoxIcon.Warning); } private void ShowErrorMessageBox(Exception ex) { MessageBox.Show(BuildErrorMessage(ex), "Error - " + ex.GetType().Name, MessageBoxButtons.OK, MessageBoxIcon.Error); } private string BuildErrorMessage(Exception ex) { StringBuilder sb = new StringBuilder(); sb.Append("Sorry, but something went wrong!\n\n" + ex.Message + "\n\n" + ex.StackTrace); while (ex.InnerException != null) { ex = ex.InnerException; sb.Append("\n\n-----\n\n" + ex.Message + "\n\n" + ex.StackTrace); } return sb.ToString(); } } }