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[SPARK-54442][SQL][FOLLOWUP] Add codegen for TIME numeric conversion functions #53370
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[SPARK-54442][SQL][FOLLOWUP] Add codegen for TIME numeric conversion functions #53370
vinodkc
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vinodkc:br_time_numeric_conversion_followup
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What changes were proposed in this pull request?
Implemented whole-stage codegen for TIME conversion functions (IntegralToTimeBase, TimeFromSeconds, TimeToSeconds) by removing CodegenFallback
Why are the changes needed?
Performance: CodegenFallback is 10-50x slower than generated code
Pattern consistency: Follows existing Spark patterns (IntegralToTimestampBase)
Does this PR introduce any user-facing change?
No. performance optimization with identical results.
How was this patch tested?
All existing tests pass
Generated code inspection confirms optimizations
Was this patch authored or co-authored using generative AI tooling?
No