Django sort by distance
the .distance(ref_location)
is removed in django >=1.9 you should use an annotation instead.
from django.contrib.gis.db.models.functions import Distancefrom django.contrib.gis.measure import Dfrom django.contrib.gis.geos import Pointref_location = Point(1.232433, 1.2323232, srid=4326)yourmodel.objects.filter(location__distance_lte=(ref_location, D(m=2000))) .annotate(distance=Distance("location", ref_location)) .order_by("distance")
also you should narrow down your search with the dwithin
operator which uses the spatial index, distance does not use the index which slows your query down:
yourmodel.objects.filter(location__dwithin=(ref_location, 0.02)) .filter(location__distance_lte=(ref_location, D(m=2000))) .annotate(distance=Distance('location', ref_location)) .order_by('distance')
see this post for an explanation of location__dwithin=(ref_location, 0.02)
Here is a solution that does not require GeoDjango.
from django.db import modelsfrom django.db.models.expressions import RawSQLclass Location(models.Model): latitude = models.FloatField() longitude = models.FloatField() ...def get_locations_nearby_coords(latitude, longitude, max_distance=None): """ Return objects sorted by distance to specified coordinates which distance is less than max_distance given in kilometers """ # Great circle distance formula gcd_formula = "6371 * acos(least(greatest(\ cos(radians(%s)) * cos(radians(latitude)) \ * cos(radians(longitude) - radians(%s)) + \ sin(radians(%s)) * sin(radians(latitude)) \ , -1), 1))" distance_raw_sql = RawSQL( gcd_formula, (latitude, longitude, latitude) ) qs = Location.objects.all() \ .annotate(distance=distance_raw_sql))\ .order_by('distance') if max_distance is not None: qs = qs.filter(distance__lt=max_distance) return qs
Use as follow:
nearby_locations = get_locations_nearby_coords(48.8582, 2.2945, 5)
If you are using sqlite you need to add somewhere
import mathfrom django.db.backends.signals import connection_createdfrom django.dispatch import receiver@receiver(connection_created)def extend_sqlite(connection=None, **kwargs): if connection.vendor == "sqlite": # sqlite doesn't natively support math functions, so add them cf = connection.connection.create_function cf('acos', 1, math.acos) cf('cos', 1, math.cos) cf('radians', 1, math.radians) cf('sin', 1, math.sin) cf('least', 2, min) cf('greatest', 2, max)
Note: Please check cleder's answer below which mentions about deprecation issue (distance -> annotation) in Django versions.
First of all, it is better to make a point field instead of making lat and lnt separated:
from django.contrib.gis.db import modelslocation = models.PointField(null=False, blank=False, srid=4326, verbose_name='Location')
Then, you can filter it like that:
from django.contrib.gis.geos import Pointfrom django.contrib.gis.measure import Ddistance = 2000 ref_location = Point(1.232433, 1.2323232)res = YourModel.objects.filter( location__distance_lte=( ref_location, D(m=distance) )).distance( ref_location).order_by( 'distance')