#region License Information
/* HeuristicLab
* Copyright (C) 2002-2012 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.Linq;
using System.Windows.Forms;
using HeuristicLab.Analysis;
using HeuristicLab.Data;
using HeuristicLab.MainForm;
using FCE = HeuristicLab.Problems.DataAnalysis.FeatureCorrelationEnums;
namespace HeuristicLab.Problems.DataAnalysis.Views {
[View("Timeframe Feature Correlation View")]
[Content(typeof(DataAnalysisProblemData), false)]
public partial class TimeframeFeatureCorrelationView : AbstractFeatureCorrelationView {
private FeatureCorrelationTimeframeCache correlationTimeframCache;
public TimeframeFeatureCorrelationView() {
InitializeComponent();
TimeframeComboBox.DataSource = Enumerable.Range(0, 16).ToList();
correlationTimeframCache = new FeatureCorrelationTimeframeCache();
}
protected override void OnContentChanged() {
correlationTimeframCache.Reset();
if (Content != null) {
VariableSelectionComboBox.DataSource = Content.Dataset.DoubleVariables.ToList();
}
base.OnContentChanged();
}
protected void VariableSelectionComboBox_SelectedChangeCommitted(object sender, EventArgs e) {
CalculateCorrelation();
}
protected void TimeframeComboBox_SelectedChangeCommitted(object sender, EventArgs e) {
CalculateCorrelation();
}
protected override void CalculateCorrelation() {
string variable = (string)VariableSelectionComboBox.SelectedItem;
if (CorrelationCalcComboBox.SelectedItem != null && PartitionComboBox.SelectedItem != null && variable != null) {
FCE.CorrelationCalculators calc = (FCE.CorrelationCalculators)CorrelationCalcComboBox.SelectedValue;
FCE.Partitions partition = (FCE.Partitions)PartitionComboBox.SelectedValue;
DataGridView.Columns.Clear();
DataGridView.Enabled = false;
int frames = (int)TimeframeComboBox.SelectedItem;
double[,] corr = correlationTimeframCache.GetTimeframeCorrelation(calc, partition, variable);
if (corr == null) {
fcc.CalculateTimeframeElements(calc, partition, variable, frames);
} else if (corr.GetLength(1) <= frames) {
fcc.CalculateTimeframeElements(calc, partition, variable, frames, corr);
} else {
SetNewCorrelation(corr, calc, frames);
UpdateDataGrid();
}
}
}
private void SetNewCorrelation(double[,] elements, FCE.CorrelationCalculators calc, int frames) {
double[,] neededValues = new double[elements.GetLength(0), frames + 1];
for (int i = 0; i < elements.GetLength(0); i++) {
Array.Copy(elements, i * elements.GetLength(1), neededValues, i * neededValues.GetLength(1), frames + 1);
}
SetNewCorrelation(neededValues, calc);
}
private void SetNewCorrelation(double[,] elements, FCE.CorrelationCalculators calc) {
DoubleRange range = FCE.calculatorInterval[calc];
HeatMap hm = new HeatMap(elements, "", range.End, range.Start);
hm.RowNames = Content.Dataset.DoubleVariables;
hm.ColumnNames = Enumerable.Range(0, elements.GetLength(1)).Select(x => x.ToString());
currentCorrelation = hm;
}
protected override void Content_CorrelationCalculationFinished(object sender, FeatureCorrelationCalculator.CorrelationCalculationFinishedArgs e) {
if (InvokeRequired) {
Invoke(new FeatureCorrelationCalculator.CorrelationCalculationFinishedHandler(Content_CorrelationCalculationFinished), sender, e);
} else {
correlationTimeframCache.SetTimeframeCorrelation(e.Calculcator, e.Partition, e.Variable, e.Correlation);
SetNewCorrelation(e.Correlation, e.Calculcator);
UpdateDataGrid();
}
}
protected override void UpdateColumnHeaders() {
for (int i = 0; i < DataGridView.ColumnCount; i++) {
DataGridView.Columns[i].HeaderText = i.ToString();
}
}
}
}