voonhous opened a new issue, #18935:
URL: https://github.com/apache/hudi/issues/18935

   ### Background
   
   Spark 4.0 ships parquet 1.15.2, which does not have the variant 
`LogicalTypeAnnotation` (added in parquet 1.16.0+). Spark 4.1 ships parquet 
1.16+.
   
   To keep variant writes working on both, 
`BaseSpark4Adapter.applyVariantLogicalType` is a no-op default and 
`Spark4_1Adapter` overrides it to actually apply `variantType()`. There is also 
a Spark 4.0-only read-support shim (`Spark40HoodieParquetReadSupport`) kept for 
the same reason.
   
   ### Cleanup to do once Spark 4.0 support is dropped
   
   When all remaining 4.x adapters are on parquet 1.16+:
   
   - Apply `variantType()` directly in 
`BaseSpark4Adapter.applyVariantLogicalType` and delete the no-op default plus 
the `Spark4_1Adapter` override. See `BaseSpark4Adapter.scala`.
   - Remove the `hudi-spark4.0.x` module shims, e.g. 
`Spark40HoodieParquetReadSupport` (`Spark40HoodieParquetReadSupport.scala`).
   
   ### Related
   
   - PR #18065 (introduced the no-op default / override split for variant 
shredding)
   


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