[gdal-dev] convert raster to raw table ?

Michael Sumner mdsumner at gmail.com
Wed Dec 11 21:40:15 PST 2024


Hi, I'd like to be able to create a tabular version efficiently directly
from a raster. I can do this in scripting but is there a utility- or api-
way to do this?

I literally just want a Parquet file with a column for each band from a
raster, with raw pixel values, no index, no coordinates, no rat or anything
like that. I have very common workflows for this where the georeferencing
(bbox, shape, crs) is just used manually.

If this doesn't exist a barebones outline would be amazing (!), and (I)
could add features like column names, cell index or row/col index,
coordinates, sparse representation for missing values etc etc.

An imagined -info output would look like this for a 2x3 raster with 2 bands
and values 1:6 in band 1, and values 7:12 in band 2 described  below.

thanks so much, Mike




gdalinfo file.tif
Driver: GTiff/GeoTIFF
Files: file.tif
Size is 3, 2
Origin = (0.000000000000000,2.000000000000000)
Pixel Size = (1.000000000000000,-1.000000000000000)
Image Structure Metadata:
  COMPRESSION=LZW
  INTERLEAVE=PIXEL
Corner Coordinates:
Upper Left  (   0.0000000,   2.0000000)
Lower Left  (   0.0000000,   0.0000000)
Upper Right (   3.0000000,   2.0000000)
Lower Right (   3.0000000,   0.0000000)
Center      (   1.5000000,   1.0000000)
Band 1 Block=3x2 Type=UInt32, ColorInterp=Gray
  Description = a
  Min=1.000 Max=6.000
  Minimum=1.000, Maximum=6.000, Mean=-9999.000, StdDev=-9999.000
  NoData Value=4294967295
  Metadata:
    STATISTICS_MINIMUM=1
    STATISTICS_MAXIMUM=6
    STATISTICS_MEAN=-9999
    STATISTICS_STDDEV=-9999
Band 2 Block=3x2 Type=UInt32, ColorInterp=Undefined
  Description = b
  Min=7.000 Max=12.000
  Minimum=7.000, Maximum=12.000, Mean=-9999.000, StdDev=-9999.000
  NoData Value=4294967295
  Metadata:
    STATISTICS_MINIMUM=7
    STATISTICS_MAXIMUM=12
    STATISTICS_MEAN=-9999
    STATISTICS_STDDEV=-9999



INFO: Open of `file.parquet'
      using driver `Parquet' successful.

Layer name: file
Geometry: None
Feature Count: 6
Layer SRS WKT:
(unknown)
a: Integer (0.0)
b: Integer (0.0)
OGRFeature(file):0
  a (Integer) = 1
  b (Integer) = 7

OGRFeature(file):1
  a (Integer) = 3
  b (Integer) = 9

OGRFeature(file):2
  a (Integer) = 5
  b (Integer) = 11

OGRFeature(file):3
  a (Integer) = 2
  b (Integer) = 8

OGRFeature(file):4
  a (Integer) = 4
  b (Integer) = 10

OGRFeature(file):5
  a (Integer) = 6
  b (Integer) = 12


-- 
Michael Sumner
Research Software Engineer
Australian Antarctic Division
Hobart, Australia
e-mail: mdsumner at gmail.com
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