[gdal-dev] Bigtiff question
Frank Warmerdam
warmerdam at pobox.com
Thu Mar 5 10:37:58 EST 2009
Lucena, Ivan wrote:
> Hi there,
>
> I am running a Python script that goes through a relatively large number of
> single band raster files (320) and aggregates it in a big-geotiff (around
> 7Gb) and I am facing three basic problems *poor performance*, *wrong
> results*" and *lost of metadata*.
>
> I need that geotiff to be interleaved by pixel since the goal is to query
> for historical values in a given location and return then in the best
> response time possible.
>
> So I am using this create options:
...
> I also need to add custom metadata entries to the dataset and to the
> individuals bands so that we know their data stamps.
>
> That is how I loop to all the files and copy then to the output big-geotiff
> file:
>
> --
> gdal.SetCacheMax(500)
> count = 1
> for i in list_tsf:
> input_dst = gdal.Open( f )
> input_band = input_dst.GetRasterBand( 1 )
> output_band = output_dst.GetRasterBand( count )
> output_band.WriteRaster( 0, 0, x_size, y_size,
input_band.ReadRaster( 0, 0, x_size, y_size ) )
> output_band.FlushCache()
> count = count + 1
> --
>
> *Performance*: The process takes more than 6 hours.
Ivan,
I'm not surprised that the performance sucks. Doing
random reads and writes to a pixel interleaved file is
triggering a great deal of extra data movement.
> (Wrong Results*: All the pixels are zero (0)
>
> If I just change the script on 'INTERLEAVE=PIXEL' to 'INTERLEAVE=BAND' the
> whole process takes around 30 minutes.
OK, it sounds like the pixels all being zero is a bug, and
it would be good to file a ticket demonstrating this problem.
Hopefully a somewhat minimalist example of the problem.
> I can then use gdal_translate to convert from GTIFF to GTIFF with -co
> 'INTERLEAVE=PIXEL'. That takes another 30 minutes.
>
> *Lost Metadata*: That looks like a solution except that I will then loose
> all my custom metadata entries.
Are your custom metadata values in a non-default
domain? If so they will not be copied by default,
and you would need to add something in the script
to copy them after gdal_translate (or driver.CreateCopy()).
Best regards,
--
---------------------------------------+--------------------------------------
I set the clouds in motion - turn up | Frank Warmerdam, warmerdam at pobox.com
light and sound - activate the windows | http://pobox.com/~warmerdam
and watch the world go round - Rush | Geospatial Programmer for Rent
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