HansiChan commented on PR #7720:
URL: https://github.com/apache/paimon/pull/7720#issuecomment-4342352799

   > Nice! I have a similar change locally that uses SQLAlchemy - but this 
looks great as it adds fewer dependencies. Is it worth calling it something 
other than JDBC? It may be confusing to folks who think it uses the JVM 
underneath for the database connections.
   
   Good point. I kept the public catalog type as `jdbc` because it matches 
Paimon's existing JDBC catalog configuration and lets users reuse the same 
`metastore=jdbc` / `jdbc:` URI options across engines.
   
   To avoid implying that PyPaimon uses JVM JDBC drivers, I updated the 
implementation and docs to clarify that PyPaimon uses native Python DB-API 
drivers under the hood. I also renamed the internal connection helper to 
`_DbApiConnection` and adjusted the driver error messages accordingly.


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