[postgis-users] Finding closest point to a given point
Adrian Holovaty
postgis at holovaty.com
Sat Jun 4 17:31:29 PDT 2005
Hello,
I have a point (longitude/latitude), and I want to find the closest point to
it, from my DB table, that matches given criteria. I tried this (assuming the
point is (-80, 45)) --
SELECT the_point
FROM foo
WHERE some_criteria='t'
ORDER BY distance(the_point, GeomFromText('POINT(-80 45)', -1))
LIMIT 1;
...but it's slow, because the database has to calculate the distance to each
other point in the table and cannot use the index, as pointed out in the
docs: http://postgis.refractions.net/docs/ch04.html#id3213331
Following those docs, I added a bounding box to reduce the number of distance
calculations required.
SELECT the_point
FROM foo
WHERE some_criteria='t'
AND the_point && 'BOX3D(-180 -55, 20 145)'::box3d
ORDER BY distance(the_point, GeomFromText('POINT(-80 45)', -1))
LIMIT 1;
It's faster, but it's still slow because the table has 20,000+ records.
Note that the point (-80 45) is variable. I can't just create an index on a
custom function that calculates the distance() to that point.
Is there a more efficient way to do this, which doesn't involve putting
distance() in the ORDER BY clause?
This seems like a FAQ, but I can't find any good solutions in the list
archives, or on Google. Thanks in advance!
Adrian
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