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