| 
					
				 | 
			
			
				@@ -86,6 +86,26 @@ def _get_build_metadata(test_results): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         test_results['job_name'] = job_name 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+def _insert_rows_with_retries(bq, bq_table, bq_rows): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    """Insert rows to bq table. Retry on error.""" 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    # BigQuery sometimes fails with large uploads, so batch 1,000 rows at a time. 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    for i in range((len(bq_rows) / 1000) + 1): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+        max_retries = 3 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+        for attempt in range(max_retries): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+            if big_query_utils.insert_rows(bq, _PROJECT_ID, _DATASET_ID, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                                           bq_table, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                                           bq_rows[i * 1000:(i + 1) * 1000]): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                break 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+            else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                if attempt < max_retries - 1: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                    print('Error uploading result to bigquery, will retry.') 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                    print( 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                        'Error uploading result to bigquery, all attempts failed.' 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                    ) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+                    sys.exit(1) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+ 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+ 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				 def upload_results_to_bq(resultset, bq_table, args, platform): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				     """Upload test results to a BQ table. 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
	
		
			
				| 
					
				 | 
			
			
				@@ -106,6 +126,7 @@ def upload_results_to_bq(resultset, bq_table, args, platform): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         partition_type=_PARTITION_TYPE, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         expiration_ms=_EXPIRATION_MS) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    bq_rows = [] 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				     for shortname, results in six.iteritems(resultset): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         for result in results: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results = {} 
			 | 
		
	
	
		
			
				| 
					
				 | 
			
			
				@@ -124,23 +145,9 @@ def upload_results_to_bq(resultset, bq_table, args, platform): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results['return_code'] = result.returncode 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results['test_name'] = shortname 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results['timestamp'] = time.strftime('%Y-%m-%d %H:%M:%S') 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				- 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             row = big_query_utils.make_row(str(uuid.uuid4()), test_results) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				- 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-            # TODO(jtattermusch): rows are inserted one by one, very inefficient 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-            max_retries = 3 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-            for attempt in range(max_retries): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                if big_query_utils.insert_rows(bq, _PROJECT_ID, _DATASET_ID, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                                               bq_table, [row]): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    break 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    if attempt < max_retries - 1: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        print('Error uploading result to bigquery, will retry.') 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        print( 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                            'Error uploading result to bigquery, all attempts failed.' 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        ) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        sys.exit(1) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+            bq_rows.append(row) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    _insert_rows_with_retries(bq, bq_table, bq_rows) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				 def upload_interop_results_to_bq(resultset, bq_table, args): 
			 | 
		
	
	
		
			
				| 
					
				 | 
			
			
				@@ -162,8 +169,8 @@ def upload_interop_results_to_bq(resultset, bq_table, args): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         partition_type=_PARTITION_TYPE, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         expiration_ms=_EXPIRATION_MS) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				  
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    bq_rows = [] 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				     for shortname, results in six.iteritems(resultset): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-        bq_rows = [] 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				         for result in results: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results = {} 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             _get_build_metadata(test_results) 
			 | 
		
	
	
		
			
				| 
					
				 | 
			
			
				@@ -177,20 +184,4 @@ def upload_interop_results_to_bq(resultset, bq_table, args): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             test_results['timestamp'] = time.strftime('%Y-%m-%d %H:%M:%S') 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             row = big_query_utils.make_row(str(uuid.uuid4()), test_results) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				             bq_rows.append(row) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				- 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-        # BigQuery sometimes fails with large uploads, so batch 1,000 rows at a time. 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-        for i in range((len(bq_rows) / 1000) + 1): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-            max_retries = 3 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-            for attempt in range(max_retries): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                if big_query_utils.insert_rows( 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        bq, _PROJECT_ID, _DATASET_ID, bq_table, 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        bq_rows[i * 1000:(i + 1) * 1000]): 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    break 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    if attempt < max_retries - 1: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        print('Error uploading result to bigquery, will retry.') 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                    else: 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        print( 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                            'Error uploading result to bigquery, all attempts failed.' 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        ) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				-                        sys.exit(1) 
			 | 
		
	
		
			
				 | 
				 | 
			
			
				+    _insert_rows_with_retries(bq, bq_table, bq_rows) 
			 |