How to handle SSLError in Geocoding API? - python-2.7

Question

I am using GCP's paid Geocoding API to get the latitude and longitude of around 1 million addresses. Though it is very slow but I can wait. The problem is I am getting SSLError, sometimes after 15000 requests, and sometimes after 6000 requests, or so. I am using Python 2.7 and I have tried to catch the error but it doesn't get resolved.
Error:
SSLErrorTraceback (most recent call last)
<ipython-input-2-7dd6c7aa3195> in <module>()
14 count=0
15 try:
---> 16 location2 = geocoder2.geocode(row,timeout=1,components={"country": "PK","locality":"Sindh"})
17 if location2:
18 print(count2,location2.latitude,location2.longitude)
/home/prassani/prassani/local/lib/python2.7/site-packages/geopy/geocoders/googlev3.pyc in geocode(self, query, exactly_one, timeout, bounds, region, components, place_id, language, sensor)
271 logger.debug("%s.geocode: %s", self.__class__.__name__, url)
272 return self._parse_json(
--> 273 self._call_geocoder(url, timeout=timeout), exactly_one
274 )
275
/home/prassani/prassani/local/lib/python2.7/site-packages/geopy/geocoders/base.pyc in _call_geocoder(self, url, timeout, raw, requester, deserializer, **kwargs)
398 return page
399
--> 400 page = decode_page(page)
401
402 if deserializer is not None:
/home/prassani/prassani/local/lib/python2.7/site-packages/geopy/util.pyc in decode_page(page)
50 else:
51 encoding = page.headers.getparam("charset") or "utf-8"
---> 52 return text_type(page.read(), encoding=encoding)
53 else: # requests?
54 encoding = page.headers.get("charset") or "utf-8"
/usr/lib/python2.7/socket.pyc in read(self, size)
353 while True:
354 try:
--> 355 data = self._sock.recv(rbufsize)
356 except error, e:
357 if e.args[0] == EINTR:
/usr/lib/python2.7/httplib.pyc in read(self, amt)
605 # connection, and the user is reading more bytes than will be provided
606 # (for example, reading in 1k chunks)
--> 607 s = self.fp.read(amt)
608 if not s and amt:
609 # Ideally, we would raise IncompleteRead if the content-length
/usr/lib/python2.7/socket.pyc in read(self, size)
382 # fragmentation issues on many platforms.
383 try:
--> 384 data = self._sock.recv(left)
385 except error, e:
386 if e.args[0] == EINTR:
/usr/lib/python2.7/ssl.pyc in recv(self, buflen, flags)
770 "non-zero flags not allowed in calls to recv() on %s" %
771 self.__class__)
--> 772 return self.read(buflen)
773 else:
774 return self._sock.recv(buflen, flags)
/usr/lib/python2.7/ssl.pyc in read(self, len, buffer)
657 v = self._sslobj.read(len, buffer)
658 else:
--> 659 v = self._sslobj.read(len)
660 return v
661 except SSLError as x:
SSLError: ('The read operation timed out',)
Code I am using:
from geopy.geocoders import GoogleV3
from geopy.exc import GeocoderServiceError, GeocoderTimedOut
from requests.exceptions import SSLError
import time
import pandas as pd
df=pd.read_csv("./sat-data.csv")
df['Address']=''
df['Location']=''
geocoder2 = GoogleV3(api_key="somekey")
count=0
count2=0
for index, row in df.School_Address.iteritems():
count+=1
count2+=1
if count ==4900:
time.sleep(100)
count=0
try:
location2 = geocoder2.geocode(row,timeout=1,components={"country": "PK","locality":"Sindh"})
if location2:
print(count2,location2.latitude,location2.longitude)
df.Address.loc[index]=location2.address
df.Location.loc[index]=(location2.latitude, location2.longitude)
else:
df.Address.loc[index]="None"
df.Location.loc[index]="None"
except (GeocoderServiceError, GeocoderTimedOut, SSLError), e:
print("Error: geocode failed on input")
df.to_csv('./sat-data-new.csv', index=False)