In [2]:
from geopy.geocoders import ArcGIS, Bing, Nominatim, OpenCage, GeocoderDotUS, GoogleV3, OpenMapQuest
import csv, sys
print ('creating geocoding objects!')
creating geocoding objects!
In [3]:
arcgis = ArcGIS(timeout=100)
bing = Bing('your-API-key',timeout=100)
nominatim = Nominatim(timeout=100)
opencage = OpenCage('your-API-key',timeout=100)
geocoderDotUS = GeocoderDotUS(timeout=100)
googlev3 = GoogleV3(timeout=100)
openmapquest = OpenMapQuest(timeout=100)
# choose and order your preference for geocoders here
geocoders = [googlev3, bing, nominatim]
In [7]:
def geocode(address):
i = 0
try:
while i < len(geocoders):
# try to geocode using a service
location = geocoders[i].geocode(address)
# if it returns a location
if location != None:
# return those values
return [location.latitude, location.longitude]
else:
# otherwise try the next one
i += 1
except:
# catch whatever errors, likely timeout, and return null values
print (sys.exc_info()[0])
return ['null','null']
# if all services have failed to geocode, return null values
return ['null','null']
print ('geocoding addresses!')
geocoding addresses!
In [8]:
# list to hold all rows
dout = []
with open('data.csv', mode='rb') as fin:
reader = csv.reader(fin)
j = 0
for row in reader:
print ('processing #',j)
j+=1
try:
# configure this based upon your input CSV file
street = row[4]
city = row[6]
state = row[7]
postalcode = row[5]
country = row[8]
address = street + ", " + city + ", " + state + " " + postalcode + " " + country
result = geocode(address)
# add the lat/lon values to the row
row.extend(result)
# add the new row to master list
dout.append(row)
except:
print ('you are a beautiful unicorn')
print ('writing the results to file')
--------------------------------------------------------------------------- FileNotFoundError Traceback (most recent call last) <ipython-input-8-f5adf5d71f4f> in <module>() 2 dout = [] 3 ----> 4 with open('data.csv', mode='rb') as fin: 5 6 reader = csv.reader(fin) FileNotFoundError: [Errno 2] No such file or directory: 'data.csv'
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