#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.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> yValuesPerColumn) {
return yValuesPerColumn.Max(values => values.Count);
}
private List> ProcessMatrixForCharting(bool[,] matrix) {
var columnsYValues = new List>();
for (int column = 0; column < matrix.GetLength(1); column++) {
var yValues = new List();
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")
}
}
}