polyzos opened a new issue, #3249:
URL: https://github.com/apache/paimon/issues/3249

   ### Search before asking
   
   - [X] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   
   ### Motivation
   
   When creating an Append for Message Queue table, as depicted in the 
screenshot here:
   ![Screenshot 2024-04-23 at 8 33 05 
AM](https://github.com/apache/paimon/assets/23555517/d23bf690-7c06-4f90-91da-a4009cbbbb2b)
   
   we can notice the following:
   1. 5 buckets are specified, but unless data comes in the bucket is not 
created
   2. If you check the Kafka partitions; partition 3 has keys 2, 3 and 4 
   3. These keys though end up in different buckets
   4. Paimon does a shuffle, even though the parallelism is the same because it 
doesn't do 1-1 mapping
   
   Because it is a Kafka-like message queue functionality, some users are 
confused, as they expect the same partitioning to happen and overall have a 1-1 
mapping, between a Kafka partition and a paimon bucket.
   
   At the same time, I believe this is a really good enhancement and should 
also allow to remove the shuffle between the operators, thus improving 
performance.
   
   
   
   
   ### Solution
   
   _No response_
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [ ] I'm willing to submit a PR!


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