yihua opened a new pull request, #17554:
URL: https://github.com/apache/hudi/pull/17554

   ### Describe the issue this Pull Request addresses
   
   Simplify the codebase by removing the `getAvroSchemaConverters` API from the 
`SparkAdapter` trait. The Avro schema converters are now accessed directly via 
`HoodieSparkAvroSchemaConverters` static methods instead of going through the 
Spark adapter indirection.
   
   ### Summary and Changelog
   
   This refactoring removes an unnecessary layer of abstraction in the Spark 
adapter for Avro schema converters.
   
   - Moves `HoodieSparkAvroSchemaConverters.scala` and `SchemaConverters.scala` 
from `hudi-spark-common` to `hudi-spark-client`
   - Removes `getAvroSchemaConverters` method from SparkAdapter trait
   - Removes implementations from `BaseSpark3Adapter` and `BaseSpark4Adapter`
   - Updated all call sites to use `HoodieSparkAvroSchemaConverters` directly
   
   ### Impact
   
   No public API or user-facing changes. This is an internal refactoring that 
simplifies code paths for Avro-Spark schema conversions.
   
   ### Risk Level
   
   none
   
   ### Documentation Update
   
   none
   
   ### Contributor's checklist
   
   - [ ] Read through [contributor's 
guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [ ] Enough context is provided in the sections above
   - [ ] Adequate tests were added if applicable
   


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