public float[][] ReadRegionAcrossFiles(int xOffset, int yOffset, int xSize, int ySize)
{
int nPixPerTile = xSize * ySize;
float[][] tileData = new float[m_FileDates.Count][];
int fileNum = 0;
foreach (var t in m_FileDates)
{
var newshape = GDAL_Operations.GetRasterShape(t.Value);
if (newshape.Item1 != Shape.Item1 || newshape.Item2 != Shape.Item2)
{
throw new ArgumentException("Raster shapes don't match");
}
var newGT = GDAL_Operations.GetGeoTransform(t.Value);
if (!GeoTransform.SequenceEqual(newGT))
{
throw new ArgumentException("Raster geotransforms don't match");
}
var newNDV = GDAL_Operations.GetNoDataValue(t.Value);
if (newNDV != NoDataValue)
{
throw new ArgumentException("Raster nodata values don't match");
}
var newProj = GDAL_Operations.GetProjection(t.Value);
if (newProj != Projection)
{
throw new ArgumentException("Raster projections don't match");
}
tileData[fileNum] = GDAL_Operations.ReadGDALRasterBandsToFlatArray(
t.Value, xSize, ySize, xOffset, yOffset, 1);
fileNum += 1;
}
return(tileData);
}
/// <summary>
/// Parse key information about the first raster: the geotransform, shape (n pixels X and Y), and
/// nodata value (of the first band). Also calculate the latitude of each row and the longitude of
/// each column.
/// </summary>
private void PopulateRasterProperties()
{
string firstFilename = m_FileDates.First().Value;
GeoTransform = GDAL_Operations.GetGeoTransform(firstFilename);
Shape = GDAL_Operations.GetRasterShape(firstFilename);
NoDataValue = GDAL_Operations.GetNoDataValue(firstFilename);
Projection = GDAL_Operations.GetProjection(firstFilename);
double[] latcoords = new double[Shape.Item1];
double[] loncoords = new double[Shape.Item2];
double originX = GeoTransform[0];
double cellsizeX = GeoTransform[1];
double originY = GeoTransform[3];
double cellsizeY = GeoTransform[5];
for (int i = 0; i < Shape.Item1; i++)
{
latcoords[i] = originY + i * cellsizeY;
}
for (int i = 0; i < Shape.Item2; i++)
{
loncoords[i] = originX + i * cellsizeX;
}
GlobalLatCoords = latcoords;
GlobalLonCoords = loncoords;
}
static float[] TestReadTileAcrossTime(int column, int row, int xSize = 512, int ySize = 512)
{
int xOff = column * xSize;
int yOff = row * ySize;
string fileWildCard = "F:\\MOD11A2_Gapfilled_Output\\LST_Day\\Output_Final_30k_2030pc\\*Data.tif";
IFilenameDateParser modisFileParse = new FilenameDateParser_MODIS8DayRaw();
var details = GetFilenamesAndDates(fileWildCard, modisFileParse);
string firstFileName = details[0].Item1;
double[] overallGT = GDAL_Operations.GetGeoTransform(firstFileName);
var shape = GDAL_Operations.GetRasterShape(firstFileName);
if (yOff > shape.Item1 || xOff > shape.Item2)
{
throw new ArgumentException("you specified a column or row greater than the number of tiles available");
}
if (yOff + ySize > shape.Item1)
{
ySize = shape.Item1 - yOff;
}
if (xOff + xSize > shape.Item2)
{
xSize = shape.Item2 - xOff;
}
int nPix = xSize * ySize;
float[] tileData = new float[nPix * details.Count];
for (int t = 0; t < details.Count; t++)
{
int pxStart = nPix * t;
string filename = details[t].Item1;
DateTime filedate = details[t].Item2;
var newshape = GDAL_Operations.GetRasterShape(filename);
if (newshape.Item1 != shape.Item1 || newshape.Item2 != shape.Item2)
{
throw new ArgumentException("Raster shapes don't match");
}
var bandarr = GDAL_Operations.ReadGDALRasterBandsToFlatArray(filename, xSize, ySize, xOff, yOff, 1);
Array.Copy(bandarr, 0, tileData, pxStart, bandarr.Length);
// tileData[pxStart : pxStart+nPix] = arr;
}
return(tileData);
}
// see also https://www.codeproject.com/Articles/14465/Specify-a-Configuration-File-at-Runtime-for-a-C-Co
private TSModelRunner(IFilenameDateParser _parser, TSIModelConfig cfg)
{
_fnParser = _parser;
//var set = Properties.Settings.Default;
//System.Console.WriteLine("Looking for files in " + m_FileWildCard);
//var d = new System.Diagnostics.DefaultTraceListener();
_maxReader = new TiffCubeReader(cfg.dataPathConfig.MaxTempFiles, _fnParser,
cfg.modelRunConfig.ReadFromDate, cfg.modelRunConfig.ReadToDate);
var nMax = _maxReader.Filenames.Count;
Console.WriteLine("Looking for max temp files in " + cfg.dataPathConfig.MaxTempFiles +
" - found " + nMax.ToString());
_minReader = new TiffCubeReader(cfg.dataPathConfig.MinTempFiles, _fnParser,
cfg.modelRunConfig.ReadFromDate, cfg.modelRunConfig.ReadToDate);
var nMin = _minReader.Filenames.Count;
Console.WriteLine("Looking for min temp files in " + cfg.dataPathConfig.MinTempFiles +
" - found " + nMin.ToString());
if (nMax == 0 || nMin == 0)
{
throw new ArgumentException("Can't continue without data");
// I don't see any reason not to continue if the numbers for day and night aren't actually equal
}
if (!_maxReader.GeoTransform.SequenceEqual(_minReader.GeoTransform))
{
throw new ArgumentException("max and min temp image transforms do not match!");
}
if (!GDAL_Operations.GetGeoTransform(cfg.dataPathConfig.MaskFile).SequenceEqual(_maxReader.GeoTransform))
{
throw new ArgumentException("Land-sea mask doesn't match images!");
}
if (!System.IO.Directory.Exists(cfg.dataPathConfig.OutputFolder))
{
System.IO.Directory.CreateDirectory(cfg.dataPathConfig.OutputFolder);
}
_cfg = cfg;
}
public float[][] ReadRegionAcrossFiles_MP(int xOffset, int yOffset, int xSize, int ySize)
{
int nPixPerTile = xSize * ySize;
float[][] tileData = new float[m_FileDates.Count][];
ParallelOptions b = new ParallelOptions();
b.MaxDegreeOfParallelism = 6;
var keys = m_FileDates.Keys;
Parallel.For(0, keys.Count, b, c =>
{
var fDate = keys[c];
var fName = m_FileDates[fDate];
var newshape = GDAL_Operations.GetRasterShape(fName);
if (newshape.Item1 != Shape.Item1 || newshape.Item2 != Shape.Item2)
{
throw new ArgumentException("Raster shapes don't match");
}
var newGT = GDAL_Operations.GetGeoTransform(fName);
if (!GeoTransform.SequenceEqual(newGT))
{
throw new ArgumentException("Raster geotransforms don't match");
}
var newNDV = GDAL_Operations.GetNoDataValue(fName);
if (newNDV != NoDataValue)
{
throw new ArgumentException("Raster nodata values don't match");
}
var newProj = GDAL_Operations.GetProjection(fName);
if (newProj != Projection)
{
throw new ArgumentException("Raster projections don't match");
}
tileData[c] = GDAL_Operations.ReadGDALRasterBandsToFlatArray(
fName, xSize, ySize, xOffset, yOffset, 1);
});
return(tileData);
}