#region License Information /* HeuristicLab * Copyright (C) 2002-2010 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.Drawing; using System.Linq; using System.Windows.Forms; using System.Windows.Forms.DataVisualization.Charting; using HeuristicLab.MainForm; using HeuristicLab.MainForm.WindowsForms; using System.Collections.Generic; namespace HeuristicLab.Problems.DataAnalysis.MultiVariate.Views { [View("Multi-Variate Line Chart View")] [Content(typeof(IMultiVariateDataAnalysisSolution))] public partial class LineChartView : AsynchronousContentView { private const string TARGETVARIABLE_SERIES_NAME = "(target)"; private const string ESTIMATEDVALUES_SERIES_NAME = "(estimated)"; public new IMultiVariateDataAnalysisSolution Content { get { return (IMultiVariateDataAnalysisSolution)base.Content; } set { base.Content = value; } } public LineChartView() : base() { InitializeComponent(); //configure axis this.chart.ChartAreas[0].CursorX.IsUserSelectionEnabled = true; this.chart.ChartAreas[0].AxisX.ScaleView.Zoomable = true; this.chart.ChartAreas[0].CursorX.Interval = 1; this.chart.ChartAreas[0].CursorY.IsUserSelectionEnabled = true; this.chart.ChartAreas[0].AxisY.ScaleView.Zoomable = true; this.chart.ChartAreas[0].CursorY.Interval = 0; } private void RedrawChart() { this.chart.Series.Clear(); if (Content != null) { IEnumerable values = Content.EstimatedValues; List targetVariables = Content.ProblemData.TargetVariables.CheckedItems.Select(x => x.Value.Value).ToList(); for (int col = 0; col < targetVariables.Count; col++) { string targetVariable = targetVariables[col]; this.chart.Series.Add(targetVariable + " " + TARGETVARIABLE_SERIES_NAME); this.chart.Series[targetVariable + " " + TARGETVARIABLE_SERIES_NAME].LegendText = targetVariable; this.chart.Series[targetVariable + " " + TARGETVARIABLE_SERIES_NAME].ChartType = SeriesChartType.FastLine; this.chart.Series[targetVariable + " " + TARGETVARIABLE_SERIES_NAME].Points.DataBindY(Content.ProblemData.Dataset.GetVariableValues(targetVariable)); this.chart.Series.Add(targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME); this.chart.Series[targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME].LegendText = targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME; this.chart.Series[targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME].ChartType = SeriesChartType.FastLine; this.chart.Series[targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME].Points.DataBindY(values.Select(x => x[col]).ToArray()); this.chart.Series[targetVariable + " " + ESTIMATEDVALUES_SERIES_NAME].Tag = Content; } this.UpdateStripLines(); UpdateCursorInterval(); } } private void UpdateCursorInterval() { var allValues = (from series in this.chart.Series from point in series.Points select point.YValues[0]) .DefaultIfEmpty(1.0); double range = allValues.Max() - allValues.Min(); double interestingValuesRange = Math.Min(Math.Max(range, 1.0), Math.Max(range, 1.0)); double digits = (int)Math.Log10(interestingValuesRange) - 3; double yZoomInterval = Math.Max(Math.Pow(10, digits), 10E-5); this.chart.ChartAreas[0].CursorY.Interval = yZoomInterval; } #region events protected override void RegisterContentEvents() { base.RegisterContentEvents(); Content.ProblemDataChanged += new EventHandler(Content_ProblemDataChanged); } protected override void DeregisterContentEvents() { base.DeregisterContentEvents(); Content.ProblemDataChanged -= new EventHandler(Content_ProblemDataChanged); } private void Content_ProblemDataChanged(object sender, EventArgs e) { RedrawChart(); } protected override void OnContentChanged() { base.OnContentChanged(); RedrawChart(); } #endregion private void UpdateStripLines() { this.chart.ChartAreas[0].AxisX.StripLines.Clear(); this.CreateAndAddStripLine("Training", Color.FromArgb(20, Color.Green), Content.ProblemData.TrainingSamplesStart.Value, Content.ProblemData.TrainingSamplesEnd.Value); this.CreateAndAddStripLine("Test", Color.FromArgb(20, Color.Red), Content.ProblemData.TestSamplesStart.Value, Content.ProblemData.TestSamplesEnd.Value); } private void CreateAndAddStripLine(string title, Color c, int start, int end) { StripLine stripLine = new StripLine(); stripLine.BackColor = c; stripLine.Text = title; stripLine.Font = new Font("Times New Roman", 12, FontStyle.Bold); stripLine.StripWidth = end - start; stripLine.IntervalOffset = start; this.chart.ChartAreas[0].AxisX.StripLines.Add(stripLine); } } }