SagemakerProcessingOperator stopped honoring existing_jobs_found
#27456
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Closes: #21711
The increment-name functionality was broken by #19195
I added back the code which increments the job name if the user says to, and added in a check for ThrottleException with a (user-overrideable) max of 3 retries and a bit of backoff (2/4/8 seconds) with an eventual exception after that. Also added a few unit tests to catch future regressions.