private static void InterpolationComparison()
{
string filepath = "D:/Users/yrmal/Desktop/doublegyro";
double voxelSize = 0.25;
InputDataSet ids = new InputDataSet(filepath, voxelSize, null);
double xMax = 2;
double yMax = 1;
double step = 0.01;
Point[,] matrix = new Point[(int)(xMax / step), (int)(yMax / step)];
for (int x = 0; x < xMax / step; x++)
{
for (int y = 0; y < yMax / step; y++)
{
matrix[x, y] = Interpolator <Point> .NNInterpolatePoint(new Vector3((float)(x * step), (float)(y * step), 0), ids.GetPoints());
}
}
int pointSize = sizeof(float) * 6;
byte[] serialized = new byte[matrix.Length * pointSize];
int i = 0;
foreach (Point p in matrix)
{
if (p != null)
{
Array.Copy(p.Serialize(), 0, serialized, i * pointSize, pointSize);
}
i++;
}
using (FileStream fileStream = new FileStream("./NN.dat", FileMode.Create))
{
fileStream.Write(serialized, 0, serialized.Length);
}
for (int x = 0; x < xMax / step; x++)
{
for (int y = 0; y < yMax / step; y++)
{
matrix[x, y] = ids.GetPoint(new Vector3((float)(x * step), (float)(y * step), 0));
}
}
serialized = new byte[matrix.Length * pointSize];
i = 0;
foreach (Point p in matrix)
{
if (p != null)
{
Array.Copy(p.Serialize(), 0, serialized, i * pointSize, pointSize);
}
i++;
}
using (FileStream fileStream = new FileStream("./IDW.dat", FileMode.Create))
{
fileStream.Write(serialized, 0, serialized.Length);
}
}
private void MakeCalculations(object sender, DoWorkEventArgs e)
{
List <Thread> threads;
ManualResetEvent notifier = new ManualResetEvent(false);
BackgroundWorker worker = sender as BackgroundWorker;
worker.ReportProgress(0);
Debug.WriteLine("Start doing work!");
sls = new StreamLines();
Advection adv = new Advection(ids, sls);
// start advection routine
float radius = float.Parse(this.avDistance.Text) / 2;
int steps = int.Parse(this.steps.Text);
double dt = double.Parse(this.dt.Text);
List <Point> entryPoints = new List <Point>();
int segments = 20; //segments => points = segments - 1 + end_point //TODO
foreach (List <Point> line in picture.Lines)
{
Point last = null;
foreach (Point p in line)
{
if (last != null)
{
//interpolate a line
for (int i = 1; i < segments; i++)
{
float ratio = (float)i / segments;
Vector3 pos = new Vector3(
((p.Pos.X - last.Pos.X) * ratio) + last.Pos.X,
((p.Pos.Y - last.Pos.Y) * ratio) + last.Pos.Y,
((p.Pos.Z - last.Pos.Z) * ratio) + last.Pos.Z
);
entryPoints.Add(ids.GetPoint(pos));
}
}
entryPoints.Add(p);
last = p;
}
}
Debug.WriteLine("N-points: " + entryPoints.Count);
threads = adv.Start(radius, steps, dt, dir, entryPoints, 40, notifier, worker); //TODO
Debug.WriteLine("Threads are creared, waiting untilthey all die");
int threadMax = threads.Count;
worker.ReportProgress(0);
while (threads.Count > 0)
{
notifier.WaitOne(2000);
notifier.Reset();
foreach (Thread t in threads.ToList())
{
if (!t.IsAlive)
{
threads.Remove(t);
}
}
worker.ReportProgress((threadMax - threads.Count) * 1000 / threadMax);
}
worker.ReportProgress(0);
Debug.WriteLine("StreamLines were calculated");
Debug.WriteLine("Start creating uniform FTLE field");
int resolution = int.Parse(this.resolution.Text);
FTLEField field = new FTLEField(ids, resolution);
threads = field.PrepareField(notifier, sls, 40);
threadMax = threads.Count;
while (threads.Count > 0)
{
notifier.WaitOne(2000);
notifier.Reset();
foreach (Thread t in threads.ToList())
{
if (!t.IsAlive)
{
threads.Remove(t);
}
}
worker.ReportProgress((threadMax - threads.Count) * 1000 / threadMax);
Debug.WriteLine("threads.Count " + threads.Count + " Max " + threadMax +
" Fraction " + ((threadMax - threads.Count) * 1000 / threadMax) + "/" + 1000);
}
worker.ReportProgress(0);
threads = field.Start(notifier, resolution, 40);
Debug.WriteLine("Threads are done, waiting for their end");
threadMax = threads.Count;
while (threads.Count > 0)
{
notifier.WaitOne(2000);
notifier.Reset();
foreach (Thread t in threads.ToList())
{
if (!t.IsAlive)
{
threads.Remove(t);
}
}
worker.ReportProgress((threadMax - threads.Count) * 1000 / threadMax);
Debug.WriteLine("threads.Count " + threads.Count + " Max " + threadMax +
" Fraction " + ((threadMax - threads.Count) * 1000 / threadMax) + "/" + 1000);
}
worker.ReportProgress(0);
field.CreateSquares(resolution, worker);
field.Serialize(selectOutputFolderDialog.SelectedPath, worker);
Debug.WriteLine("All done!");
}