public override PointCloudVerticalHistogram GenerateHistogram(PointCloudBounds bounds)
{
var fileName = Path.GetFileName(FilePath);
var result = new PointCloudVerticalHistogram(bounds);
using (var laz = new Laszip(FilePath))
{
long count = laz.Count;
try
{
for (long i = 0; i < count; i++)
{
if (i % (1024 * 8) == 0)
{
var progress = (double)i / count;
EditorUtility.DisplayProgressBar(
$"Generating histogram ({fileName})",
$"{i:N0} points",
(float)progress);
}
var p = laz.GetNextPoint();
result.Add(p.Z);
}
}
finally
{
EditorUtility.ClearProgressBar();
}
}
return(result);
}
///<inheritdoc/>
public override PointCloudBounds CalculateBounds()
{
using (var laz = new Laszip(FilePath))
{
var bounds = new PointCloudBounds()
{
MinX = laz.MinX,
MinY = laz.MinY,
MinZ = laz.MinZ,
MaxX = laz.MaxX,
MaxY = laz.MaxY,
MaxZ = laz.MaxZ,
};
return(bounds);
}
}
///<inheritdoc/>
public override bool ConvertPoints(NodeProcessorDispatcher target, TransformationData transformationData)
{
var fileName = Path.GetFileName(FilePath);
var progressTitle = $"Processing {fileName}";
using (var laz = new Laszip(FilePath))
{
long count = laz.Count;
bool hasColor = laz.HasColor;
var transform = transformationData.TransformationMatrix;
try
{
for (long i = 0; i < count; i++)
{
if (i % (1024 * 8) == 0)
{
var progress = (double)i / count;
if (EditorUtility.DisplayCancelableProgressBar(progressTitle, $"{i:N0} points",
(float)progress))
{
return(false);
}
}
var p = laz.GetNextPoint();
double x = (p.X + transformationData.OutputCenterX) * transformationData.OutputScaleX;
double y = (p.Y + transformationData.OutputCenterY) * transformationData.OutputScaleY;
double z = (p.Z + transformationData.OutputCenterZ) * transformationData.OutputScaleZ;
var pt = transform.MultiplyVector(new Vector3((float)x, (float)y, (float)z));
byte intensity;
if (transformationData.LasRGB8BitWorkaround)
{
intensity = (byte)p.Intensity;
}
else
{
intensity = (byte)(p.Intensity >> 8);
}
uint color = (uint)(intensity << 24);
if (hasColor)
{
if (transformationData.LasRGB8BitWorkaround)
{
byte r = (byte)p.Red;
byte g = (byte)p.Green;
byte b = (byte)p.Blue;
color |= (uint)((b << 16) | (g << 8) | r);
}
else
{
byte r = (byte)(p.Red >> 8);
byte g = (byte)(p.Green >> 8);
byte b = (byte)(p.Blue >> 8);
color |= (uint)((b << 16) | (g << 8) | r);
}
}
else
{
color |= (uint)((intensity << 16) | (intensity << 8) | intensity);
}
target.AddPoint(new PointCloudPoint()
{
Position = pt,
Color = color,
});
}
}
finally
{
EditorUtility.ClearProgressBar();
}
}
return(true);
}
PointCloudData ImportLaz(AssetImportContext context)
{
var name = Path.GetFileName(context.assetPath);
using (var laz = new Laszip(context.assetPath))
{
long count = laz.Count;
if (count > MaxPointCount)
{
Debug.LogWarning($"Too many points ({count:n0}), truncating to {MaxPointCount:n0}");
count = MaxPointCount;
}
var bounds = new PointCloudBounds()
{
MinX = laz.MinX,
MinY = laz.MinY,
MinZ = laz.MinZ,
MaxX = laz.MaxX,
MaxY = laz.MaxY,
MaxZ = laz.MaxZ,
};
double scaleX, scaleY, scaleZ;
double centerX, centerY, centerZ;
if (Normalize)
{
centerX = -0.5 * (bounds.MaxX + bounds.MinX);
centerY = -0.5 * (bounds.MaxY + bounds.MinY);
centerZ = -0.5 * (bounds.MaxZ + bounds.MinZ);
scaleX = 2.0 / (bounds.MaxX - bounds.MinX);
scaleY = 2.0 / (bounds.MaxY - bounds.MinY);
scaleZ = 2.0 / (bounds.MaxZ - bounds.MinZ);
}
else if (Center)
{
centerX = -0.5 * (bounds.MaxX + bounds.MinX);
centerY = -0.5 * (bounds.MaxY + bounds.MinY);
centerZ = -0.5 * (bounds.MaxZ + bounds.MinZ);
scaleX = scaleY = scaleZ = 1.0;
}
else
{
centerX = centerY = centerZ = 0.0;
scaleX = scaleY = scaleZ = 1.0;
}
bool hasColor = laz.HasColor;
var transform = GetTransform();
var points = new PointCloudPoint[(int)count];
try
{
for (long i = 0; i < count; i++)
{
if ((i % (128 * 1024)) == 0)
{
float progress = (float)((double)i / count);
EditorUtility.DisplayProgressBar($"Importing {name}", $"{i:N0} points", progress);
}
var p = laz.GetNextPoint();
double x = (p.X + centerX) * scaleX;
double y = (p.Y + centerY) * scaleY;
double z = (p.Z + centerZ) * scaleZ;
var pt = transform.MultiplyVector(new Vector3((float)x, (float)y, (float)z));
byte intensity;
if (LasRGB8BitWorkaround)
{
intensity = (byte)(p.Intensity >> 0);
}
else
{
intensity = (byte)(p.Intensity >> 8);
}
uint color = (uint)(intensity << 24);
if (hasColor)
{
if (LasRGB8BitWorkaround)
{
byte r = (byte)(p.Red >> 0);
byte g = (byte)(p.Green >> 0);
byte b = (byte)(p.Blue >> 0);
color |= (uint)((b << 16) | (g << 8) | r);
}
else
{
byte r = (byte)(p.Red >> 8);
byte g = (byte)(p.Green >> 8);
byte b = (byte)(p.Blue >> 8);
color |= (uint)((b << 16) | (g << 8) | r);
}
}
else
{
color |= (uint)((intensity << 16) | (intensity << 8) | intensity);
}
points[i] = new PointCloudPoint()
{
Position = pt,
Color = color,
};
}
}
finally
{
EditorUtility.ClearProgressBar();
}
var unityBounds = GetBounds(bounds);
unityBounds.center = transform.MultiplyPoint3x4(unityBounds.center);
unityBounds.extents = transform.MultiplyVector(unityBounds.extents);
return(PointCloudData.Create(points, unityBounds, hasColor, transform.MultiplyPoint3x4(bounds.Center), transform.MultiplyVector(bounds.Extents)));
}
}