def osm_nominatim(DataLocation):
# DataLocation = r'C:\Users\Wuga\Documents\DATASETS\SFREHPDATA\HousingSales2012.csv'
geolocator=Nominatim()
df=DO.readfile(DataLocation)
print df
df['Location'][:]=[x[0:x.find('#')] if x.find('#')!=-1 else x for x in df['Location']]
print df
complete=df['Location'][3]+" San Francisco"
print complete
longlat=geolocator.geocode(complete)
print((longlat.latitude,longlat.longitude))
transed=[]
#transed=[geolocator.geocode(x+" San Francisco", timeout=None) for x in df['Location'][:5]]#need to sleep for a sec
for x in df['Location'][:5]:
transed.append(geolocator.geocode(x+" San Francisco", timeout=10))
time.sleep(2)
transed_la=[x.latitude if x is not None else 0 for x in transed]
transed_lo=[x.longitude if x is not None else 0 for x in transed]
cood_price=zip(df['Price'],transed_la,transed_lo)
df_cood_price=pd.DataFrame(data=cood_price, columns=['Price','Latitude','Longitude'])
df_cood_price.to_csv(Constants.filelocations.OSM_NOMINATIM_HOUSEPRICE, header= True, index=False)
print df_cood_price
return
def get_nearest_businesses(self,user_id,count,address):
"""Getting latitude and longitude oflocations and finding businesses near to user's address"""
geolocator = Nominatim()
location = geolocator.geocode(address)
latitude = location.latitude
longitude = location.longitude
ratings = self.get_top_ratings_nearest(user_id, count, latitude, longitude)
return ratings
class NominatimTestCase(_BackendTestCase): # pylint: disable=R0904,C0111
def setUp(self):
from geopy.geocoders.osm import Nominatim
self.geocoder = Nominatim()
def test_reverse(self):
known_addr = 'Jose Bonifacio de Andrada e Silva, 6th Avenue, Diamond '\
'District, Manhattan, NYC, New York, 10020, United States of America'
known_coords = (40.75376406311989, -73.98489005863667)
addr, coords = self.geocoder.reverse(
"40.75376406311989, -73.98489005863667",
exactly_one=True
)
self.assertEqual(str_coerce(addr), known_addr)
self.assertAlmostEqual(coords[0], known_coords[0], delta=self.delta_exact)
self.assertAlmostEqual(coords[1], known_coords[1], delta=self.delta_exact)
class NominatimTestCase(_BackendTestCase): # pylint: disable=R0904,C0111
def setUp(self):
from geopy.geocoders.osm import Nominatim
self.geocoder = Nominatim()
def test_reverse(self):
known_addr = 'Jose Bonifacio de Andrada e Silva, 6th Avenue, Diamond '\
'District, Manhattan, NYC, New York, 10020, United States of America'
known_coords = (40.75376406311989, -73.98489005863667)
addr, coords = self.geocoder.reverse(
"40.75376406311989, -73.98489005863667", exactly_one=True)
self.assertEqual(str_coerce(addr), known_addr)
self.assertAlmostEqual(coords[0],
known_coords[0],
delta=self.delta_exact)
self.assertAlmostEqual(coords[1],
known_coords[1],
delta=self.delta_exact)
def setUp(self):
from geopy.geocoders.osm import Nominatim
self.geocoder = Nominatim()
def setUp(self):
from geopy.geocoders.osm import Nominatim
self.geocoder = Nominatim()
