[I] [Feature] consumer-id in batch reading from spark [paimon]

["kwontaeheon (via GitHub)" <gi...@apache.org>]

kwontaeheon opened a new issue, #4913:
URL: https://github.com/apache/paimon/issues/4913

   ### Search before asking
   
   - [x] I searched in the [issues](https://github.com/apache/paimon/issues) and found nothing similar.
   
   
   ### Motivation
   
   When storing logs into append-only bucked table and batch reading from spark,
   Is there any way to prevent data removal from compaction without turning on write-only or making snapshot-retention longer?
   
   If there isn't, like streaming `consumer-id`, making a temporary snapshot prevention is needed.
   
   
   
   
   
   ### Solution
   
   setting a spark sql hint for storing consumer-id and retention
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [x] I'm willing to submit a PR!


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