vandonr-amz commented on PR #29245:
URL: https://github.com/apache/airflow/pull/29245#issuecomment-1410954197

   > We're only counting jobs whose name matches 
[here](https://github.com/apache/airflow/blob/main/airflow/providers/amazon/aws/hooks/sagemaker.py#L1022)
   
   Oh yes my bad, I read the code too fast.
   
   Having a random number rather than beautiful sequence is not better in 
itself of course, but I think the price to pay for this little nice thing is 
too high.
   
   Instead of an O(1) operation, we end up doing potentially hundreds of 
network calls, with added wait time to account for throttling errors, every 
time we create a job. All this just so that we can eventually have a nice 
number in a list that is ordered by creation date by default anyway.
   We also run the risk of collisions if two jobs with the same name are 
created at the same time.


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