private void MDS_Click(object sender, EventArgs e)
{
label1.Text = "Start MDS";
label1.Update();
DialogResult result = OpenPropDialog();
List <string> prop_files = new List <string>();
List <string> filter_files = new List <string>();
List <int> k_values = new List <int>();
if (result == DialogResult.OK)
{
prop_files.Clear();
filter_files.Clear();
int counter = 0;
foreach (String file in openFileDialog1.FileNames)
{
string idk = file.Split('\\').Last().Split('_').Last().Split('.').First();
string prop = file.Split('\\').Last().Split('_').First();
int splitted_paths = file.Split('\\').Last().Length;
string path = file.Substring(0, file.Length - splitted_paths);
path = path + prop.ToString() + '\\' + "k_" + idk.ToString() + ".filter";
prop_files.Add(file);
filter_files.Add(path);
k_values.Add(Int32.Parse(idk));
counter++;
}
CppWrapper.CppDistanceProp distance_prop_eval = new CppWrapper.CppDistanceProp();
distance_prop_eval.SetMapSize(model_size[0], model_size[1]);
input_property = distance_prop_eval.SetInputFilePaths(prop_files.ToArray(), filter_files.ToArray(), k_values.ToArray());
double[,] array = distance_prop_eval.GetDistances();
CppWrapper.CppMDSWrapper eval_MDS = new CppWrapper.CppMDSWrapper(array, counter);
double[,] arrayMDS = eval_MDS.GetMDS();
Chart chart = new Chart();
chart = chart1;
chart.Series[0].Points.Clear();
//chart.Series[2].Points.Clear();
for (int i = 0; i < counter; i++)
{
string name = prop_files[i].Split('\\').Last();
chart.Series[0].Points.AddXY(Math.Round(arrayMDS[i, 0], 5), Math.Round(arrayMDS[i, 1], 5));
chart.Series[0].Points[i].LegendToolTip = name;
chart.Series[0].Points[i].Tag = prop_files[i];
chart.Series[0].Points[i].ToolTip = name + "\n X= " + arrayMDS[i, 0] + " Y = " + arrayMDS[i, 1];
}
}
label1.Text = "Finished MDS";
label1.Update();
}
private void MDS_Click(object sender, EventArgs e)
{
label1.Text = "Start MDS";
label1.Update();
DialogResult result = OpenFileImageDialog();
List <string> paths = new List <string>();
if (result == DialogResult.OK) // Test result.
{
//CppWrapper.CppHistogramWrapper histo = new CppWrapper.CppHistogramWrapper();
CppWrapper.CppDistPixelWrapper dist = new CppWrapper.CppDistPixelWrapper();
dist.Clear();
paths.Clear();
int counter = 0;
foreach (String file in openFileDialog1.FileNames)
{
Console.WriteLine(file);
string files = openFileDialog1.InitialDirectory + file;
paths.Add(files);
counter++;
}
dist.addPath(paths.ToArray(), 0);
double[,] array = dist.GetDistances();
CppWrapper.CppMDSWrapper mMDS = new CppWrapper.CppMDSWrapper(array, counter);
double[,] arrayMDS = mMDS.GetMDS();
Chart chart = new Chart();
chart = chart1;
chart.Series[0].Points.Clear();
chart.Series[2].Points.Clear();
for (int i = 0; i < counter; i++)
{
string name = paths[i].Split('\\').Last();
chart.Series[0].Points.AddXY(Math.Round(arrayMDS[i, 0], 5), Math.Round(arrayMDS[i, 1], 5));
chart.Series[0].Points[i].LegendToolTip = name;
chart.Series[0].Points[i].Tag = paths[i];
chart.Series[0].Points[i].ToolTip = name + "\n X= " + arrayMDS[i, 0] + " Y = " + arrayMDS[i, 1];
}
}
label1.Text = "Finished MDS";
label1.Update();
}
private void CallMDSWithMultiPropAndCFG(object sender, EventArgs e)
{
Chart chart = chart1;
label1.Text = "Start CFG MultiProp MDS";
label1.Update();
DialogResult result = OpenCFGMultiPropDialog();
if (result == DialogResult.OK)
{
String file_path_name = openFileDialog1.FileName;
// Get filename path
int splitted_paths = file_path_name.Split('\\').Last().Length;
string filename_path = file_path_name.Substring(0, file_path_name.Length - splitted_paths);
// Get lines
var lines = File.ReadAllLines(openFileDialog1.FileName);
model_path = file_path_name;
// Get "Model Name" and "Model Sizes"
System.IO.StreamReader file = new System.IO.StreamReader(model_path);
input_prop_type = int.Parse(lines[0]);
model_name = lines[1];
label2.Text = model_name;
label2.Update();
model_size[0] = int.Parse(lines[2]);
model_size[1] = int.Parse(lines[3]);
model_size[2] = int.Parse(lines[4]);
label3.Text = model_size[0] + " " + model_size[1] + " " + model_size[2];
label3.Update();
file.Close();
// Get number of properties
number_of_properties = int.Parse(lines[5]);
label4.Text = number_of_properties + " properties:";
min_max_property = null;
min_max_property = new double[number_of_properties, 2];
loaded_properties = null;
loaded_properties = new string[number_of_properties];
// Get number of cases
int number_of_cases = int.Parse(lines[6]);
global_n_of_cases = number_of_cases;
original_xy_cases = null;
original_xy_cases = new double[global_n_of_cases, 2];
// Get path properties
string multiprop_path = lines[7];
// Distance Prop Class
CppWrapper.CppDistanceProp distance_prop_eval = new CppWrapper.CppDistanceProp();
distance_prop_eval.SetEnvironmentType(1);
distance_prop_eval.SetNumberOfPropertiesAndCases(number_of_properties, number_of_cases);
distance_prop_eval.SetMapSize(model_size[0], model_size[1]);
List <string> prop_files = new List <string>();
for (int i = 0; i < number_of_properties; i++)
{
string prop = lines[8 + i * 3];
double min = double.Parse(lines[8 + i * 3 + 1]);
double max = double.Parse(lines[8 + i * 3 + 2]);
Console.Out.WriteLine("Propriedade " + (i + 1) + ":\n - " + prop + " between [" + min + ", " + max + "]");
label4.Text = label4.Text + " \"" + prop + "\"";
loaded_properties[i] = prop;
prop_files.Clear();
for (int cases_files = 0; cases_files < number_of_cases; cases_files++)
{
prop_files.Add(filename_path + multiprop_path + "\\" + prop + "\\" + prop + "_" + (cases_files + 1) + ".prop");
}
// Return Property
double[] ret_input = distance_prop_eval.SetMultiProjectionInputFilePaths(
input_prop_type
, i
, prop_files.ToArray()
, min
, max
);
min_max_property[i, 0] = ret_input[0];
min_max_property[i, 1] = ret_input[1];
Console.Out.WriteLine(" - Min: " + min_max_property[i, 0] + ", Max: " + min_max_property[i, 1]);
}
model_path = filename_path + multiprop_path;
double[,] array = distance_prop_eval.GetDistances();
CppWrapper.CppMDSWrapper eval_MDS = new CppWrapper.CppMDSWrapper(array, number_of_cases);
double[,] arrayMDS = eval_MDS.GetMDS();
chart.Series[0].Points.Clear();
double[] min_max_axis_limits = new Double[4];
min_max_axis_limits[0] = Double.MaxValue;
min_max_axis_limits[1] = Double.MinValue;
min_max_axis_limits[2] = Double.MaxValue;
min_max_axis_limits[3] = Double.MinValue;
double expand_limtis = 1.2;
for (int i = 0; i < number_of_cases; i++)
{
string name = prop_files[i].Split('\\').Last();
double mm_x = arrayMDS[i, 0]; //Math.Round(arrayMDS[i, 0], 5);
double mm_y = arrayMDS[i, 1]; //Math.Round(arrayMDS[i, 1], 5);
chart.Series[0].Points.AddXY(mm_x, mm_y);
original_xy_cases[i, 0] = mm_x;
original_xy_cases[i, 1] = mm_y;
chart.Series[0].Points[i].LegendToolTip = "loadedpoint";
chart.Series[0].Points[i].Tag = (i + 1).ToString();
chart.Series[0].Points[i].ToolTip = "Case " + (i + 1) + "\n X= " + arrayMDS[i, 0] + " Y = " + arrayMDS[i, 1];
if (this.controlpoints_state.Checked)
{
chart.Series[0].Points[i].Color = Color.Red;
}
else
{
chart.Series[0].Points[i].Color = Color.Blue;
}
min_max_axis_limits[0] = Math.Min(min_max_axis_limits[0], mm_x);
min_max_axis_limits[1] = Math.Max(min_max_axis_limits[1], mm_x);
min_max_axis_limits[2] = Math.Min(min_max_axis_limits[2], mm_y);
min_max_axis_limits[3] = Math.Max(min_max_axis_limits[3], mm_y);
}
min_max_axis_limits[0] *= expand_limtis;
min_max_axis_limits[1] *= expand_limtis;
min_max_axis_limits[2] *= expand_limtis;
min_max_axis_limits[3] *= expand_limtis;
chart.ChartAreas[0].AxisX.Minimum = min_max_axis_limits[0];
chart.ChartAreas[0].AxisX.Maximum = min_max_axis_limits[1];
chart.ChartAreas[0].AxisY.Minimum = min_max_axis_limits[2];
chart.ChartAreas[0].AxisY.Maximum = min_max_axis_limits[3];
}
label4.Update();
label1.Text = "Finished CFG MultiProp MDS";
label1.Update();
}
private void MDS_Click(object sender, EventArgs e)
{
for (int i = 0; i < clicked.Length; i++)
{
clicked[i] = false;
}
DialogResult result = OpenFileImageDialog();
List <string> paths = new List <string>();
if (result == DialogResult.OK) // Test result.
{
//CppWrapper.CppHistogramWrapper histo = new CppWrapper.CppHistogramWrapper();
CppWrapper.CppDistPixelWrapper dist = new CppWrapper.CppDistPixelWrapper();
for (int k = 0; k < 3; k++)
{
dist.Clear();
paths.Clear();
int counter = 0;
foreach (String file in openFileDialog1.FileNames)
{
string files = openFileDialog1.InitialDirectory + file;
paths.Add(files);
counter++;
}
dist.addPath(paths.ToArray(), k);
double[,] array = dist.GetDistances();
//Console.WriteLine("matriz de distancias\n");
//for (int i = 0; i < counter; i++)
//{
// for (int j = 0; j < counter; j++)
// {
// Console.Write(" " + array[i, j]);
// }
// Console.Write("\n");
//}
CppWrapper.CppMDSWrapper mMDS = new CppWrapper.CppMDSWrapper(array, counter);
double[,] arrayMDS = mMDS.GetMDS();
//TO DO - refinar!
Chart chart = new Chart();
switch (k)
{
case 0:
chart = chart1;
chart.Series.RemoveAt(0);
chart.Series.Add("MDS HUE");
break;
case 1:
chart = chart2;
chart.Series.RemoveAt(0);
chart.Series.Add("MDS Saturation");
break;
case 2:
chart = chart4;
chart.Series.RemoveAt(0);
chart.Series.Add("MDS Values");
break;
}
//chart.ChartAreas[0].Area3DStyle.Enable3D = true;
//chart.ChartAreas[0].AxisX.Minimum = -1;
//chart.ChartAreas[0].AxisX.Maximum = 1;
for (int i = 0; i < counter; i++)
{
string name = paths[i].Split('\\').Last();
chart.Series[0].ChartType = System.Windows.Forms.DataVisualization.Charting.SeriesChartType.Point;
chart.Series[0].Points.AddXY(Math.Round(arrayMDS[i, 0], 5), Math.Round(arrayMDS[i, 1], 5));
chart.Series[0].Points[i].LegendToolTip = name;
chart.Series[0].Points[i].ToolTip = name + "\n X= " + arrayMDS[i, 0] + " Y = " + arrayMDS[i, 1];
}
}
}
}
private void BuildMDSToChart(Chart chart, int chart_index)
{
label1.Text = "Start MDS";
label1.Update();
DialogResult result = OpenPropDialog();
List <string> prop_files = new List <string>();
List <string> filter_files = new List <string>();
List <int> k_values = new List <int>();
if (result == DialogResult.OK)
{
prop_files.Clear();
filter_files.Clear();
int counter = 0;
foreach (String file in openFileDialog1.FileNames)
{
string idk = file.Split('\\').Last().Split('_').Last().Split('.').First();
string prop = file.Split('\\').Last().Split('_').First();
int splitted_paths = file.Split('\\').Last().Length;
string path = file.Substring(0, file.Length - splitted_paths);
path = path + prop.ToString() + '\\' + "k_" + idk.ToString() + ".filter";
prop_files.Add(file);
filter_files.Add(path);
k_values.Add(Int32.Parse(idk));
counter++;
}
CppWrapper.CppDistanceProp distance_prop_eval = new CppWrapper.CppDistanceProp();
distance_prop_eval.SetMapSize(model_size[0], model_size[1]);
double[] ret_property = distance_prop_eval.SetInputFilePaths(prop_files.ToArray(), filter_files.ToArray(), k_values.ToArray());
input_property[chart_index, 0] = ret_property[0];
input_property[chart_index, 1] = ret_property[1];
double[,] array = distance_prop_eval.GetDistances();
CppWrapper.CppMDSWrapper eval_MDS = new CppWrapper.CppMDSWrapper(array, counter);
double[,] arrayMDS = eval_MDS.GetMDS();
chart.Series[0].Points.Clear();
//chart.Series[2].Points.Clear();
double[] min_max_axis_limits = new Double[4];
min_max_axis_limits[0] = Double.MaxValue;
min_max_axis_limits[1] = Double.MinValue;
min_max_axis_limits[2] = Double.MaxValue;
min_max_axis_limits[3] = Double.MinValue;
double expand_limtis = 1.2;
for (int i = 0; i < counter; i++)
{
string name = prop_files[i].Split('\\').Last();
double mm_x = Math.Round(arrayMDS[i, 0], 5);
double mm_y = Math.Round(arrayMDS[i, 1], 5);
chart.Series[0].Points.AddXY(mm_x, mm_y);
chart.Series[0].Points[i].LegendToolTip = name;
chart.Series[0].Points[i].Tag = prop_files[i];
chart.Series[0].Points[i].ToolTip = name + "\n X= " + arrayMDS[i, 0] + " Y = " + arrayMDS[i, 1];
chart.Series[0].Points[i].Color = Color.Blue;
min_max_axis_limits[0] = Math.Min(min_max_axis_limits[0], mm_x);
min_max_axis_limits[1] = Math.Max(min_max_axis_limits[1], mm_x);
min_max_axis_limits[2] = Math.Min(min_max_axis_limits[2], mm_y);
min_max_axis_limits[3] = Math.Max(min_max_axis_limits[3], mm_y);
}
min_max_axis_limits[0] *= expand_limtis;
min_max_axis_limits[1] *= expand_limtis;
min_max_axis_limits[2] *= expand_limtis;
min_max_axis_limits[3] *= expand_limtis;
chart.ChartAreas[0].AxisX.Minimum = min_max_axis_limits[0];
chart.ChartAreas[0].AxisX.Maximum = min_max_axis_limits[1];
chart.ChartAreas[0].AxisY.Minimum = min_max_axis_limits[2];
chart.ChartAreas[0].AxisY.Maximum = min_max_axis_limits[3];
}
label1.Text = "Finished MDS";
label1.Update();
}
