indexing lat lon
I have the following situation:
I'm developing an reverse geocoder, so input is lat/lon coordinate and
output is the nearest textual location.
I have a database of +- 2 000 000 records that contains lat/lon and full
name of the location.
These are the steps I take now:
1 'draw' a box around the lat/lon position we have as input
2 search the DB for all the points in this box
3 measure the distance to each point in the box
This works fine, but step 2 takes too lang for obvious reasons...
select * from table
where lat between box_point1_lat and box_point2_lat
and lon between box_point1_lon and box_point2_lon;
This would require a seq scan for but indexing the table doesn't help much
either (factor 2) ...
Is there a good way of indexing the lat/lon column so lookup is faster? I
have looked at PostGis but didn't think it would give a good solution in
this context (correct me if I'm wrong)
_________________________________________________________________
Plannen om een nieuwe computer te kopen? Kijk eens hier..
http://www.msn.be/shopping/dell_bis/
"Jonathan Raemdonck" <jonathan_raemdonck@hotmail.com> writes:
These are the steps I take now:
1 'draw' a box around the lat/lon position we have as input
2 search the DB for all the points in this box
3 measure the distance to each point in the box
Right. All you need is an index amenable to step 2.
Is there a good way of indexing the lat/lon column so lookup is faster?
Yeah, you can store the lat/long as a point, build an rtree index on it,
and use box-overlap as the indexable operator. I seem to recall that
you actually have to store the lat/long as a box of zero size to get
this to work with the present set of rtree-indexable operators. If you
look in the archives you will find some previous similar cases.
regards, tom lane
Jonathan,
you may try contrib/pgsphere http://www.pgastro.org/cgi-bin/wiki.pl?pgSphere
On Sun, 27 Jun 2004, Jonathan Raemdonck wrote:
I have the following situation:
I'm developing an reverse geocoder, so input is lat/lon coordinate and
output is the nearest textual location.
I have a database of +- 2 000 000 records that contains lat/lon and full
name of the location.These are the steps I take now:
1 'draw' a box around the lat/lon position we have as input
2 search the DB for all the points in this box
3 measure the distance to each point in the boxThis works fine, but step 2 takes too lang for obvious reasons...
select * from table
where lat between box_point1_lat and box_point2_lat
and lon between box_point1_lon and box_point2_lon;This would require a seq scan for but indexing the table doesn't help much
either (factor 2) ...Is there a good way of indexing the lat/lon column so lookup is faster? I
have looked at PostGis but didn't think it would give a good solution in
this context (correct me if I'm wrong)_________________________________________________________________
Plannen om een nieuwe computer te kopen? Kijk eens hier..
http://www.msn.be/shopping/dell_bis/---------------------------(end of broadcast)---------------------------
TIP 8: explain analyze is your friend
Regards,
Oleg
_____________________________________________________________
Oleg Bartunov, sci.researcher, hostmaster of AstroNet,
Sternberg Astronomical Institute, Moscow University (Russia)
Internet: oleg@sai.msu.su, http://www.sai.msu.su/~megera/
phone: +007(095)939-16-83, +007(095)939-23-83