[postgis-users] Row estimations
Regina Obe
lr at pcorp.us
Tue Dec 6 18:06:26 PST 2022
Correction. I was mistaken, I tested the wrong example for rows=1.
My ST_Contains returns the same answer as &&
explain analyze select * from test where ST_Contains(ST_GeomFromText('POLYGON((50 0,52 0,52 2,50 2,50 0))'), p);
Seq Scan on test (cost=0.00..126.05 rows=1 width=32) (actual time=0.025..0.027 rows=1 loops=1)
Filter: st_contains('01030000000100000005000000000000000000494000000000000000000000000000004A4000000000000000000000000000004A4000000000000000400000000000004940000000000000004000000000000049400000000000000000'::geometry, p)
Rows Removed by Filter: 4
Planning Time: 0.121 ms
Execution Time: 0.047 ms
So the fact that works for me and not you might be just dumb luck that I ran the && first and the stats are cached and using that.
The difference in answer might also be if you modified your default_statistics_target.
SHOW default_statistics_target;
Mine shows 100.
Thanks,
Regina
From: Regina Obe [mailto:lr at pcorp.us]
Sent: Tuesday, December 6, 2022 8:59 PM
To: 'PostGIS Users Discussion' <postgis-users at lists.osgeo.org>
Subject: RE: [postgis-users] Row estimations
Igor,
The stats estimation for PostGIS has always been not the greatest. It’s more of a limitation with PostgreSQL as I understand it.
It’s been getting better over the years though. Even in the best case scenario only the bounding box estimation would happen and Paul may be better able to answer what happens with the functions such as ST_Contains (which use the Function instrumentation).
So a better test to confirm your stats are working correctly is an && test which I have below.
I’m running PostgreSQL 15.1, compiled by Visual C++ build 1914, 64-bit POSTGIS="3.3.2 3.3.2" [EXTENSION] PGSQL="150" GEOS="3.11.1-CAPI-1.17.1" SFCGAL="SFCGAL 1.4.1, CGAL 5.3, BOOST 1.78.0" PROJ="7.2.1" GDAL="GDAL 3.4.3, released 2022/04/22" LIBXML="2.9.9" LIBJSON="0.12" LIBPROTOBUF="1.2.1" WAGYU="0.5.0 (Internal)" TOPOLOGY RASTER
explain analyze select * from test where ST_GeomFromText('POLYGON((0 0,3 -0,3 3,0 3,0 0))') && p;
which give me the expected answer of –
Seq Scan on test (cost=0.00..1.06 rows=1 width=32) (actual time=0.019..0.024 rows=4 loops=1)
Filter: ('010300000001000000050000000000000000000000000000000000000000000000000008400000000000000080000000000000084000000000000008400000000000000000000000000000084000000000000000000000000000000000'::geometry && p)
Rows Removed by Filter: 1
Planning Time: 0.131 ms
Execution Time: 0.046 ms
And 4 rows are indeed returned for me.
explain analyze select * from test where ST_GeomFromText('POLYGON((50 0,52 0,52 2,50 2,50 0))') && p;
Seq Scan on test (cost=0.00..1.06 rows=1 width=32) (actual time=0.022..0.024 rows=1 loops=1)
Filter: ('01030000000100000005000000000000000000494000000000000000000000000000004A4000000000000000000000000000004A4000000000000000400000000000004940000000000000004000000000000049400000000000000000'::geometry && p)
Rows Removed by Filter: 4
Planning Time: 0.124 ms
Execution Time: 0.047 ms
I confirm that I get the same answer of below when doing
explain analyze select * from test where ST_Contains(ST_GeomFromText('POLYGON((0 0,3 -0,3 3,0 3,0 0))') , p);
Seq Scan on test (cost=0.00..126.05 rows=1 width=32) (actual time=0.026..0.038 rows=4 loops=1)
Filter: st_contains('010300000001000000050000000000000000000000000000000000000000000000000008400000000000000080000000000000084000000000000008400000000000000000000000000000084000000000000000000000000000000000'::geometry, p)
Rows Removed by Filter: 1
Planning Time: 0.132 ms
Execution Time: 0.061 ms
So it does seem odd to me that ST_Contains would give a higher estimate than the && operation. That could be a bug in the function instrumentation of ST_Contains and ST_Intersects.
Thanks,
Regina
From: postgis-users [mailto:postgis-users-bounces at lists.osgeo.org] On Behalf Of Igor ALBUQUERQUE SILVA
Sent: Thursday, December 1, 2022 4:37 AM
To: postgis-users at lists.osgeo.org <mailto:postgis-users at lists.osgeo.org>
Subject: [postgis-users] Row estimations
Hello everyone,
I have a question regarding the row estimations/gist indexes. Here's a minimal reproduction of it:
create table test(p geometry(point));
insert into test(p) values (st_makepoint(1,1));
insert into test(p) values (st_makepoint(1,2));
insert into test(p) values (st_makepoint(2,1));
insert into test(p) values (st_makepoint(2,2));
insert into test(p) values (st_makepoint(51,1));
analyze test;
explain analyze select * from test where ST_Contains(ST_GeomFromText('POLYGON((0 0,3 -0,3 3,0 3,0 0))'), p);
explain analyze select * from test where ST_Contains(ST_GeomFromText('POLYGON((50 0,52 0,52 2,50 2,50 0))'), p);
The two queries get the same cost/row estimation, of 1 row. This is the EXPLAIN ANALYZE of the first query:
Seq Scan on test (cost=0.00..126.05 rows=1 width=32) (actual time=0.015..0.022 rows=4 loops=1)
Filter: st_contains('01030000000100000005000000000000000000F0BF000000000000F0BF0000000000000040000000000000F0BF00000000000000400000000000000040000000000000F0BF0000000000000040000000000000F0BF000000000000F0BF'::geometry, p)
Rows Removed by Filter: 1
Planning Time: 0.072 ms
Execution Time: 0.035 ms
(5 rows)
What I was expecting is the first query to estimate 4 rows and the second to estimate 1, like what I get If I try the same thing using integers.
create table test(x integer, y integer);
insert into test(x, y) values (0, 0);
insert into test(x, y) values (0, 1);
insert into test(x, y) values (1, 0);
insert into test(x, y) values (1, 1);
insert into test(x, y) values (50, 0);
analyze test;
explain analyze select * from test where x between 0 and 1 and y between 0 and 1;
explain analyze select * from test where x between 50 and 51 and y between 0 and 1;
My question is: is this expected behaviour? I actually have a much larger table with a gist index where I found this occurring, and this causes the planner to make bad decisions: every query that I do will have the same estimation, and whenever this estimation is very wrong, the planner does not take the optimal decision when it has to compare with other indexes costs in a more complicated query.
I'm using the official docker image, PostgreSQL 15.1 (Debian 15.1-1.pgdg110+1) on x86_64-pc-linux-gnu, compiled by gcc (Debian 10.2.1-6) 10.2.1 20210110, 64-bit POSTGIS="3.3.1 3786b21" [EXTENSION] PGSQL="150" GEOS="3.9.0-CAPI-1.16.2" PROJ="7.2.1" LIBXML="2.9.10" LIBJSON="0.15" LIBPROTOBUF="1.3.3" WAGYU="0.5.0 (Internal)" TOPOLOGY
Best regards,
Igor
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