import struct from django.forms import ValidationError from .const import ( GDAL_TO_POSTGIS, GDAL_TO_STRUCT, POSTGIS_HEADER_STRUCTURE, POSTGIS_TO_GDAL, STRUCT_SIZE, ) def pack(structure, data): """ Pack data into hex string with little endian format. """ return struct.pack('<' + structure, *data) def unpack(structure, data): """ Unpack little endian hexlified binary string into a list. """ return struct.unpack('<' + structure, bytes.fromhex(data)) def chunk(data, index): """ Split a string into two parts at the input index. """ return data[:index], data[index:] def from_pgraster(data): """ Convert a PostGIS HEX String into a dictionary. """ if data is None: return # Split raster header from data header, data = chunk(data, 122) header = unpack(POSTGIS_HEADER_STRUCTURE, header) # Parse band data bands = [] pixeltypes = [] while data: # Get pixel type for this band pixeltype, data = chunk(data, 2) pixeltype = unpack('B', pixeltype)[0] # Subtract nodata byte from band nodata value if it exists has_nodata = pixeltype >= 64 if has_nodata: pixeltype -= 64 # Convert datatype from PostGIS to GDAL & get pack type and size pixeltype = POSTGIS_TO_GDAL[pixeltype] pack_type = GDAL_TO_STRUCT[pixeltype] pack_size = 2 * STRUCT_SIZE[pack_type] # Parse band nodata value. The nodata value is part of the # PGRaster string even if the nodata flag is True, so it always # has to be chunked off the data string. nodata, data = chunk(data, pack_size) nodata = unpack(pack_type, nodata)[0] # Chunk and unpack band data (pack size times nr of pixels) band, data = chunk(data, pack_size * header[10] * header[11]) band_result = {'data': bytes.fromhex(band)} # If the nodata flag is True, set the nodata value. if has_nodata: band_result['nodata_value'] = nodata # Append band data to band list bands.append(band_result) # Store pixeltype of this band in pixeltypes array pixeltypes.append(pixeltype) # Check that all bands have the same pixeltype. # This is required by GDAL. PostGIS rasters could have different pixeltypes # for bands of the same raster. if len(set(pixeltypes)) != 1: raise ValidationError("Band pixeltypes are not all equal.") return { 'srid': int(header[9]), 'width': header[10], 'height': header[11], 'datatype': pixeltypes[0], 'origin': (header[5], header[6]), 'scale': (header[3], header[4]), 'skew': (header[7], header[8]), 'bands': bands, } def to_pgraster(rast): """ Convert a GDALRaster into PostGIS Raster format. """ # Prepare the raster header data as a tuple. The first two numbers are # the endianness and the PostGIS Raster Version, both are fixed by # PostGIS at the moment. rasterheader = ( 1, 0, len(rast.bands), rast.scale.x, rast.scale.y, rast.origin.x, rast.origin.y, rast.skew.x, rast.skew.y, rast.srs.srid, rast.width, rast.height, ) # Pack raster header. result = pack(POSTGIS_HEADER_STRUCTURE, rasterheader) for band in rast.bands: # The PostGIS raster band header has exactly two elements, a 8BUI byte # and the nodata value. # # The 8BUI stores both the PostGIS pixel data type and a nodata flag. # It is composed as the datatype integer plus 64 as a flag for existing # nodata values: # 8BUI_VALUE = PG_PIXEL_TYPE (0-11) + FLAG (0 or 64) # # For example, if the byte value is 71, then the datatype is # 71-64 = 7 (32BSI) and the nodata value is True. structure = 'B' + GDAL_TO_STRUCT[band.datatype()] # Get band pixel type in PostGIS notation pixeltype = GDAL_TO_POSTGIS[band.datatype()] # Set the nodata flag if band.nodata_value is not None: pixeltype += 64 # Pack band header bandheader = pack(structure, (pixeltype, band.nodata_value or 0)) # Add packed header and band data to result result += bandheader + band.data(as_memoryview=True) # Convert raster to hex string before passing it to the DB. return result.hex()