[postgis-users] PostGIS spatial query performance

Thu Aug 8 11:15:08 PDT 2002

It is possible to do this much faster. As Paul said, you can speed up a
distance query (which doesn't use indices) by preceding it with an overlap
query, like:

select park.*
from park,roads
where park.the_geom && roads.the_geom
and distance(park.the_geom,mypoints.the_geom) = 0

This will select all parks whose bounding boxes overlap with roads, using an
index. The distance function then uses this subset to retrieve those parks
that actually overlap. In your case, you also want all parks within 2 km (?)
of roads, so the && operator is too restrictive. However, the same argument
holds for the box3d operator: you can first test on overlapping bounding
boxes (plus your margin), and use the distance function on the resulting set
only. Like:

select park.*
from park,roads
where xmin(box3d(park.the_geom)) <= xmax(box3d(roads.the_geom)) + 2
and   xmax(box3d(park.the_geom)) >= xmin(box3d(roads.the_geom)) - 2
and   ymin(box3d(park.the_geom)) <= ymax(box3d(roads.the_geom)) + 2
and   ymax(box3d(park.the_geom)) >= ymin(box3d(roads.the_geom)) - 2
and distance(park.the_geom,roads.the_geom) <= 2

This should give you much faster retrieval times; it did so on my data by
some orders of magnitude. Of course, if an individual  road winds through
the whole area, its bounding box will overlap with everything and you won't
have much time gain then. If that's really a problem, you could split up the
roads into smaller parts.

I'm not sure David's point is valid. As far as I understand it, PostgreSQL
optimizes joins, among other things by using indexes. The problem here seems
to be that indexes won't used with the distance function, but will when
using && and bbox. I guess it would be reasonably difficult to program the
distance function in such a way that it can be used by PostgreSQL
index-based functions

regards,

Jan Hartmann
Department of Geography
University of Amsterdam
jhart at frw.uva.nl

-----Original Message-----
From: postgis-users-admin at postgis.refractions.net
[mailto:postgis-users-admin at postgis.refractions.net]On Behalf Of Paul
Ramsey
Sent: Thursday, August 08, 2002 5:27 PM
To: postgis-users at postgis.refractions.net
Subject: Re: [postgis-users] PostGIS spatial query performance

Yes, this is sadly true. In order to figure out the answer, there is
choice by to interogate every feature in at least one of the tables.

In the distance-from-a-fixed-point case, it is possible to leverage the
indexing to make the process very fast. Construct a query rectagle which
is slightly larger than your desired filter radius, and do an overlap
query (&&) as well as the distance() query. The && query will use the
index and drastically subset the amount of features which need the
distance() test applied to them.

Ideally, distance() would do this automatically in some way, so that
even the full join distance(geomcolumn,geomcolumn case would at least
finish in closer to a*n time rather than n*m time.

P.

David Garnier wrote:
>
> Hello,
> Spatial indexing can't do anything for you since you're explicitly
> asking for a full join between two tables. If you think about it, your
> queries computes the distance between each possible pairs of shapes in
> your tables. So if you have 10000 shapes in each table,this means that
> distance will be called 100.000.000 times. Ouch.
>
> You should try to find another way to get the data you're looking for.
>
> Best Regards,
> David Garnier
>
> le jeu 08-08-2002 à 12:31, Alexander Pucher a écrit :
> > Hi,
> >
> > I have a question concerning the performance of a spatial query in
PostGIS.
> >
> > -) I put all GMAP demo layers into my PostgreSQL/PostGIS database.
> > -) I created GIST indexes for all tables.
> >
> > create index park_gist on park
> > using GIST (the_geom GIST_GEOMETRY_OPS)
> > .
> > .
> > .
> >
> > -) Did vacuum analyze all tables.
> >
> > OK, I want to query all parks in the GMAP demo that have a road running
> > through them.
> >
> > My SQL query:
> >
> > SELECT park.*
> > FROM park, road
> > WHERE DISTANCE(park.the_geom, road.the_geom) < 2
> >
> >
> >
> > EXPLAIN SELECT park.*
> > FROM park, road
> > WHERE DISTANCE(park.the_geom, road.the_geom) < 2
> >
> > gives me the following output:
> >
> > Nested Loop  (cost=0.00..8917.66 rows=23736 width=163)
> >   ->  Seq Scan on park  (cost=0.00..7.46 rows=46 width=131)
> >   ->  Seq Scan on road  (cost=0.00..170.48 rows=1548 width=32)
> >
> >
> > the query works fine and gives me the correct result after.....about 6
> > minutes ( on my 1Ghz Notebook)!!
> >
> > I expected the result to be there within seconds?!?
> >
> > Something wrong with the indexes??
> >
> > Any help is welcome.
> >
> > regards
> > alex
> >
> >
> >
> >
> > --
> > ________________________________________________________
> >
> > Institut fuer Geographie und Regionalforschung
> > Universitaet Wien
> > Kartografie und Geoinformation
> >
> > Departement of Geography and Regional Research
> > University of Vienna
> > Cartography and GIS
> >
> > Universitaetstr. 7, A-1010 Wien, AUSTRIA
> >
> > Tel: (+43 1) 4277 48644
> > Fax: (+43 1) 4277 48649
> > E-mail: alexander.pucher at univie.ac.at
> >
> > FTP: ftp://ftp.gis.univie.ac.at
> > WWW: http://www.gis.univie.ac.at/karto
> > --------------------------------------------------------
> > Atlas of Eastern and Southeastern Europe: http://www.aos.ac.at
> > --------------------------------------------------------
> >
> > M$ is not the answer. M$ is the question!
> > No is the answer -- Eric Naggum
> >
> >
> >
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> >
>
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