robinyqiu commented on a change in pull request #12403:
URL: https://github.com/apache/beam/pull/12403#discussion_r472514238



##########
File path: 
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryServicesImpl.java
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@@ -867,6 +872,7 @@ public void deleteDataset(String projectId, String 
datasetId)
         }
         try {
           sleeper.sleep(nextBackoffMillis);
+          throttlingMilliSeconds.inc(nextBackoffMillis);

Review comment:
       > Yes, we should use backoff1. Rate limit errors only reach to this 
point after 2 minutes of backoffs by backoff1 silently inside of the future.
   
   I see. That make sense to me.
   
   > Why do you think it's over-calculated?
   
   Because I am not sure how this metrics is used downstream. I vaguely 
remember Dataflow autoscaling will use this number divided by the total time 
spent on work item to yield a fraction which signals throttling. If the total 
time is not accumulating time spent on all threads then we may over-calculate.




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