johnclara edited a comment on issue #1637:
URL: https://github.com/apache/iceberg/issues/1637#issuecomment-718265869


   @rdblue our pipeline is:
   kafka topic -> akka streams service -> ingestion iceberg table -> spark 
compaction job -> compacted iceberg table
   
   the akka streams service only provides at least once delivery guarantees so 
we have to be okay with duplicate data anyways in the ingestion table
   
   the way we implemented our table's snapshot commit actually fails a lot due 
to DynamoDB rate limiting so we have to have retries around commits, which can 
lead to duplicate data files (not just duplicate rows)


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