Hi Kirill,

Using the callback version of ST_MapAlgebra() should be much faster but you 
have to write your own callback function.

https://postgis.net/docs/RT_ST_MapAlgebra.html

Let us know the difference.

Pierre

De : postgis-users <postgis-users-boun...@lists.osgeo.org> De la part de ????? 
?????? ??????????
Envoyé : April 6, 2020 2:57 PM
À : postgis-users@lists.osgeo.org
Objet : [postgis-users] Slow MapAlgebra performance

[Externe UL*]
Dear All!



I calculate vegetation indices on rasters (Landsat 8 scenes).

The calculation of SAVI=(NIR-RED)/(NIR+RED+L)*(1+L) takes about 2 minutes to 
complete.

This is enormous time compared to the same operation in QGIS which takes 
several seconds.



Here is the query (it’s defined as postgres UDF and $1 parameter is L):



BEGIN

DROP TABLE IF EXISTS savi;

CREATE TABLE savi AS

SELECT bandt5.rid, ST_MapAlgebra(

bandt4.rast,

bandt5.rast,

'CASE WHEN ([rast2.val] + [rast1.val] = 0) THEN NULL ELSE (([rast2.val] - 
[rast1.val])*(1+$1) / ([rast2.val] + [rast1.val]+$1)::float) END', '32BF'

 )

FROM bandt5, bandt4 WHERE bandt5.rid=bandt4.rid;

RETURN 1;

END;



I used the data from USGS, Landsat 8 Level 2, bands are stored in separate 
tables.

DB indices are created for every band by raster2pgsql.

Tile size is 128x128.

The whole raster2pgsql command: for each tif band:

"raster2pgsql -s 4326 -N -32767 -t 128x128 -I -C -M -d bandX.tif public.bandtX 
> bandX.sql".

Afterwards bandX.sql files were ingested by psql.



Are there any ways to improve the performance?



Thank you!



---

Regards,

Kirill


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hameconn...@ulaval.ca<mailto:hameconn...@ulaval.ca>.
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