kaxil commented on a change in pull request #5054: [AIRFLOW-4255] Replace 
Discovery based api with client based for GCS
URL: https://github.com/apache/airflow/pull/5054#discussion_r272865859
 
 

 ##########
 File path: airflow/contrib/hooks/gcs_hook.py
 ##########
 @@ -47,9 +45,11 @@ def get_conn(self):
         """
         Returns a Google Cloud Storage service object.
         """
-        http_authorized = self._authorize()
-        return build(
-            'storage', 'v1', http=http_authorized, cache_discovery=False)
+        if not self._conn:
+            self._conn = storage.Client(credentials=self._get_credentials(),
+                                        project=self.project_id)
 
 Review comment:
   Ya, let's discuss this and decide on this on the mailing list.

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