source: branches/2922-DataCompletenessChartPerf/HeuristicLab.DataPreprocessing.Views/3.4/DataCompletenessView.cs @ 16057

#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 <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Drawing;
using System.Linq;
using System.Windows.Forms.DataVisualization.Charting;
using HeuristicLab.Core.Views;
using HeuristicLab.MainForm;

namespace HeuristicLab.DataPreprocessing.Views {
  [View("Histogram View")]
  [Content(typeof(DataCompletenessChartContent), true)]
  public partial class DataCompletenessView : ItemView {
    //series colors
    private static readonly Color colorNonMissingValue = Color.CornflowerBlue;
    private static readonly Color colorMissingValue = Color.Orange;
    private bool[,] valueMissing;

    public new DataCompletenessChartContent Content {
      get { return (DataCompletenessChartContent)base.Content; }
      set { base.Content = value; }
    }

    public DataCompletenessView() {
      InitializeComponent();
    }

    protected override void OnContentChanged() {
      base.OnContentChanged();
      if (Content == null) return;
      InitData();
    }

    private void InitData() {
      valueMissing = new bool[Content.PreprocessingData.Rows, Content.PreprocessingData.Columns];
      for (int row = 0; row < Content.PreprocessingData.Rows; row++) {
        for (int column = 0; column < Content.PreprocessingData.Columns; column++)
          valueMissing[row, column] = Content.PreprocessingData.IsCellEmpty(column, row);
      }

      var yValuesPerColumn = ProcessMatrixForCharting(valueMissing);
    }



    #region data_preparation_for_chartseries
    private int DetermineSeriesCount(List<List<int>> yValuesPerColumn) {
      return yValuesPerColumn.Max(values => values.Count);
    }

    private List<List<int>> ProcessMatrixForCharting(bool[,] matrix) {
      var columnsYValues = new List<List<int>>();
      for (int column = 0; column < matrix.GetLength(1); column++) {
        var yValues = new List<int>();
        bool missingState = false;
        int valueCount = 0;

        for (int row = 0; row < matrix.GetLength(0); row++) {
          if (missingState == matrix[row, column]) {
            valueCount++;
          } else {
            yValues.Add(valueCount);
            valueCount = 1;
            missingState = !missingState;
          }
        }
        yValues.Add(valueCount);
        if (missingState) //handle last missing
        {
          yValues.Add(0);
        }
        columnsYValues.Add(yValues);
      }
      return columnsYValues;
    }
    #endregion

    private void pictureBox_Paint(object sender, System.Windows.Forms.PaintEventArgs e) {
      var m = valueMissing;
      var g = e.Graphics;
      g.InterpolationMode = System.Drawing.Drawing2D.InterpolationMode.NearestNeighbor;
      g.Clear(colorNonMissingValue);
      // TODO consider cliprectangle
      using (var bm = new Bitmap(m.GetLength(0), m.GetLength(1))) {
        for (int r = 0; r < m.GetLength(0); r++)
          for (int c = 0; c < m.GetLength(1); c++) {
            if (m[r, c]) bm.SetPixel(r, c, colorMissingValue);
          }
        g.DrawImage(bm, 0, 0, pictureBox.Width, pictureBox.Height);
      }
    }

    private void toolStrip2_ItemClicked(object sender, System.Windows.Forms.ToolStripItemClickedEventArgs e) {

    }

    private void pictureBox_MouseMove(object sender, System.Windows.Forms.MouseEventArgs e) {
      toolTip.SetToolTip(pictureBox, "TODO: show variable")
    }
  }
}