social-core: Getting AuthStateMissing/social-auth/complete/{backend}/ error

I have read the discussions on this bug report https://github.com/omab/python-social-auth/issues/534, but unfortunately, I could not figure how to resolve my issue. I have just started working on the project that uses social django, and I apologise if I have asked a stupid question.

I am getting the following error in our production logs

EXCEPTION(most recent call first)
AuthStateMissing: Session value state missing.
  File "django/core/handlers/exception.py", line 41, in inner
    response = get_response(request)
  File "django/core/handlers/base.py", line 249, in _legacy_get_response
    response = self._get_response(request)
  File "django/core/handlers/base.py", line 187, in _get_response
    response = self.process_exception_by_middleware(e, request)
  File "django/core/handlers/base.py", line 185, in _get_response
    response = wrapped_callback(request, *callback_args, **callback_kwargs)
  File "newrelic/hooks/framework_django.py", line 499, in wrapper
    return wrapped(*args, **kwargs)
  File "django/views/decorators/cache.py", line 57, in _wrapped_view_func
    response = view_func(request, *args, **kwargs)
  File "django/views/decorators/csrf.py", line 58, in wrapped_view
    return view_func(*args, **kwargs)
  File "social_django/utils.py", line 49, in wrapper
    return func(request, backend, *args, **kwargs)
  File "social_django/views.py", line 33, in complete
    *args, **kwargs)
  File "social_core/actions.py", line 41, in do_complete
    user = backend.complete(user=user, *args, **kwargs)
  File "social_core/backends/base.py", line 40, in complete
    return self.auth_complete(*args, **kwargs)
  File "social_core/utils.py", line 252, in wrapper
    return func(*args, **kwargs)
  File "social_core/backends/oauth.py", line 388, in auth_complete
    state = self.validate_state()
  File "social_core/backends/oauth.py", line 90, in validate_state
    raise AuthStateMissing(self, 'state')

In our production, we have written our custom OAuth2 implementation a custom backend which does a 302 redirect to the redirect uri, which is deployed on a different host than our OAuth2 backend.

{
    logMessage:  "Removing session from scope."     
    severity:  "DEBUG"     
    sourceLocation: {
     file:  "/base/data/home/apps/s~myproject-hrd/master-5-22-2.409769015905238004/sql/sessions.py"      
     functionName:  "managed_session"      
     line:  "89"      
    }
    time:  "2018-05-18T15:25:35.060309Z"     
   }
  ]
  megaCycles:  "116"   
  method:  "GET"   
  requestId:  "5afef06e00ff0eb200ff5fa38dcb0001737e6f7074696d697a656c792d68726400016d61737465722d352d32322d32000100"   
  resource:  "/oauth2/authorize?client_id=<client_id>&redirect_uri=<redirect_uri>&response_type=code&state=8wMwIRZBpIFyxID3bZQr8Hr53xsfdJWt&scopes=all"   
  responseSize:  "374"   
  startTime:  "2018-05-18T15:25:34.963072Z"   
  status:  302   
  traceId:  "674fbe9ae6e31083640017c40f339010"   
  urlMapEntry:  "main.app"   
  userAgent:  "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36"   
  versionId:  "master-5-22-2"   
 }

Our pipelines

SOCIAL_AUTH_PIPELINE = (
    'social_core.pipeline.social_auth.social_details',
    'social_core.pipeline.social_auth.social_uid',
    'social_core.pipeline.social_auth.auth_allowed',
    'social_core.pipeline.social_auth.social_user',
    'social_core.pipeline.user.get_username',
    'social_core.pipeline.mail.mail_validation',
    'social_core.pipeline.social_auth.associate_by_email',
    'social_core.pipeline.user.create_user',
    'social_core.pipeline.social_auth.associate_user',
    'social_core.pipeline.social_auth.load_extra_data',
    'social_core.pipeline.user.user_details',
   . . . .  other pipelines . . . 
)

These are all the logs that I have. I don’t know what I could be doing wrong for this to be raised. Any suggestions would be gratefully appreciated.