Zouxxyy opened a new pull request, #8004:
URL: https://github.com/apache/paimon/pull/8004

   ### Purpose
   
   Improve the "Provider is not supported" error message in SparkCatalog to 
include the catalog name, implementation class, and supported providers list.
   
   Before: `Provider is not supported: paimon1`
   After: `Provider 'paimon1' is not supported by catalog 'my_catalog' 
(implementation: SparkCatalog). Supported providers: [paimon, orc, parquet, 
csv, text, json]`
   
   ### Tests
   
   Update existing test in `DDLTestBase` to match the new error message format.


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