#region License Information /* HeuristicLab * Copyright (C) 2002-2018 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.Linq; using System.Threading.Tasks; using HeuristicLab.Common; using HeuristicLab.Data; using HeuristicLab.MainForm; namespace HeuristicLab.Problems.DataAnalysis.Views { [View("Variable Impacts")] [Content(typeof(IClassificationSolution))] public partial class ClassificationSolutionVariableImpactsView : DataAnalysisSolutionEvaluationView { private enum SortingCriteria { ImpactValue, Occurrence, VariableName } private Dictionary rawVariableImpacts = new Dictionary(); public new IClassificationSolution Content { get { return (IClassificationSolution)base.Content; } set { base.Content = value; } } public ClassificationSolutionVariableImpactsView() : base() { InitializeComponent(); //Little workaround. If you fill the ComboBox-Items in the other partial class, the UI-Designer will moan. this.sortByComboBox.Items.AddRange(Enum.GetValues(typeof(SortingCriteria)).Cast().ToArray()); this.sortByComboBox.SelectedItem = SortingCriteria.ImpactValue; this.dataPartitionComboBox.SelectedIndex = 0; this.replacementComboBox.SelectedIndex = 0; this.factorVarReplComboBox.SelectedIndex = 0; } #region events protected override void RegisterContentEvents() { base.RegisterContentEvents(); Content.ModelChanged += new EventHandler(Content_ModelChanged); Content.ProblemDataChanged += new EventHandler(Content_ProblemDataChanged); } protected override void DeregisterContentEvents() { base.DeregisterContentEvents(); Content.ModelChanged -= new EventHandler(Content_ModelChanged); Content.ProblemDataChanged -= new EventHandler(Content_ProblemDataChanged); } protected virtual void Content_ProblemDataChanged(object sender, EventArgs e) { OnContentChanged(); } protected virtual void Content_ModelChanged(object sender, EventArgs e) { OnContentChanged(); } protected override void OnContentChanged() { base.OnContentChanged(); if (Content == null) { variableImactsArrayView.Content = null; } else { UpdateVariableImpacts(); } } private void dataPartitionComboBox_SelectedIndexChanged(object sender, EventArgs e) { UpdateVariableImpacts(); } private void replacementComboBox_SelectedIndexChanged(object sender, EventArgs e) { UpdateVariableImpacts(); } private void sortByComboBox_SelectedIndexChanged(object sender, EventArgs e) { //Update the default ordering (asc,desc), but remove the eventHandler beforehand (otherwise the data would be ordered twice) ascendingCheckBox.CheckedChanged -= ascendingCheckBox_CheckedChanged; switch ((SortingCriteria)sortByComboBox.SelectedItem) { case SortingCriteria.ImpactValue: ascendingCheckBox.Checked = false; break; case SortingCriteria.Occurrence: ascendingCheckBox.Checked = true; break; case SortingCriteria.VariableName: ascendingCheckBox.Checked = true; break; default: throw new NotImplementedException("Ordering for selected SortingCriteria not implemented"); } ascendingCheckBox.CheckedChanged += ascendingCheckBox_CheckedChanged; UpdateDataOrdering(); } private void ascendingCheckBox_CheckedChanged(object sender, EventArgs e) { UpdateDataOrdering(); } #endregion #region Helper Methods private void UpdateVariableImpacts() { if (Content == null) { return; } if (replacementComboBox.SelectedIndex < 0) { return; } if (dataPartitionComboBox.SelectedIndex < 0) { return; } if (factorVarReplComboBox.SelectedIndex < 0) { return; } variableImactsArrayView.Caption = Content.Name + " Variable Impacts"; var mainForm = (MainForm.WindowsForms.MainForm)MainFormManager.MainForm; var replMethod = (ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum)replacementComboBox.Items[replacementComboBox.SelectedIndex]; var factorReplMethod = (ClassificationSolutionVariableImpactsCalculator.FactorReplacementMethodEnum)factorVarReplComboBox.Items[factorVarReplComboBox.SelectedIndex]; var dataPartition = (ClassificationSolutionVariableImpactsCalculator.DataPartitionEnum)dataPartitionComboBox.SelectedItem; Task.Factory.StartNew(() => { try { mainForm.AddOperationProgressToView(this, "Calculating variable impacts for " + Content.Name); //Remember the original ordering of the variables var impacts = ClassificationSolutionVariableImpactsCalculator.CalculateImpacts(Content, dataPartition, replMethod, factorReplMethod); var problemData = Content.ProblemData; var inputvariables = new HashSet(problemData.AllowedInputVariables.Union(Content.Model.VariablesUsedForPrediction)); var originalVariableOrdering = problemData.Dataset.VariableNames.Where(v => inputvariables.Contains(v)).Where(problemData.Dataset.VariableHasType).ToList(); rawVariableImpacts.Clear(); originalVariableOrdering.ForEach(v => rawVariableImpacts.Add(v, impacts.First(vv => vv.Item1 == v).Item2)); UpdateDataOrdering(); } finally { mainForm.RemoveOperationProgressFromView(this); } }); } /// /// Updates the according to the selected ordering of the selected Column /// The default is "Descending" by "VariableImpact" (as in previous versions) /// private void UpdateDataOrdering() { //Check if valid sortingCriteria is selected and data exists if (sortByComboBox.SelectedIndex == -1) { return; } if (rawVariableImpacts == null) { return; } if (!rawVariableImpacts.Any()) { return; } var selectedItem = (SortingCriteria)sortByComboBox.SelectedItem; bool ascending = ascendingCheckBox.Checked; IEnumerable> orderedEntries = null; //Sort accordingly switch (selectedItem) { case SortingCriteria.ImpactValue: orderedEntries = rawVariableImpacts.OrderBy(v => v.Value); break; case SortingCriteria.Occurrence: orderedEntries = rawVariableImpacts; break; case SortingCriteria.VariableName: orderedEntries = rawVariableImpacts.OrderBy(v => v.Key, new NaturalStringComparer()); break; default: throw new NotImplementedException("Ordering for selected SortingCriteria not implemented"); } if (!ascending) { orderedEntries = orderedEntries.Reverse(); } //Write the data back var impactArray = new DoubleArray(orderedEntries.Select(i => i.Value).ToArray()) { ElementNames = orderedEntries.Select(i => i.Key) }; variableImactsArrayView.Content = (DoubleArray)impactArray.AsReadOnly(); } #endregion } }