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Loads raster data from POSTGIS directly to numpy.array using rasterio
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import psycopg2 | |
from rasterio.io import MemoryFile | |
conn = pscopg2.connect("<connection string>") | |
cur = conn.cursor() | |
# ensure that the GTiff driver is available, | |
# see https://postgis.net/docs/postgis_gdal_enabled_drivers.html | |
cur.execute(''' | |
SET postgis.gdal_enabled_drivers TO 'GTiff'; | |
WITH temp as ( | |
SELECT ST_Union(rast,1) As file_rast | |
FROM raster.table | |
) | |
SELECT ST_AsGDALRaster(file_rast, 'GTiff') FROM temp; | |
''') | |
for row in cur: | |
rast = row[0].tobytes() | |
with MemoryFile(rast).open() as dataset: | |
data_array = dataset.read() | |
print(data_array) |
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