Finding near locations with GeoDjango and Postgis Part II

This is a continuation of part I.

Converting phrases into coordinates

Let’s test out Nominatim – the Open Street Maps tool to search their map data. We basically want whatever the user types in to turn into map coordinates.

from geopy.geocoders import Nominatim
from django.contrib.gis.geos import Point

def words_to_point(q):
    geolocator = Nominatim()
    location = geolocator.geocode(q)
    point = Point(location.longitude, location.latitude)
    return point

We can take vague statements like New York and get the coordinates of New York City. So easy!

Putting things together

I’ll use Django Rest Framework to make an api where we can query this data and return json. I’m leaving out some scaffolding code – so make sure you are familiar with Django Rest Framework first – or just make your own view without it.

class LocationViewSet(mixins.ListModelMixin, viewsets.GenericViewSet):
    """ Searchable list of locations

    GET params:

    - q - Location search paramater (New York or 10001)
    - distance - Distance away. Defaults to 50
    serializer_class = LocationSerializer
    queryset = Location.objects.all()

    def get_queryset(self, *args, **kwargs):
        queryset = self.queryset
        q = self.request.GET.get('q')
        distance = self.request.GET.get('distance', 50)
        if q:
            point = words_to_point(q)
            distance = D(mi=distance)
            queryset = queryset.filter(point__distance_lte=(point, distance))
        return queryset

My central park location shows when I search for New York, but not London. Cool.
Screenshot from 2015-10-02 14-55-45

At this point we have a usable backend. Next steps would be to pick a client side solution to present this data. I might post more on that later.

By David

I am a supporter of free software and run Burke Software and Consulting LLC. I am always looking for contract work especially for non-profits and open source projects. Open Source Contributions I maintain a number of Django related projects including GlitchTip, Passit, and django-report-builder. You can view my work on gitlab. Academic papers Incorporating Gaming in Software Engineering Projects: Case of RMU Monopoly in the Journal of Systemics, Cybernetics and Informatics (2008)

Leave a comment

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

%d bloggers like this: