bhollis-dbx opened a new pull request, #59283:
URL: https://github.com/apache/spark/pull/59283

   ### What changes were proposed in this pull request?
   
   Lower `UpdateFields` to a compact evaluator that stores unchanged field 
ordinals as metadata and evaluates changed fields separately. Support 
interpreted execution and code generation without expanding the Catalyst tree 
by struct width.
   
   ### Why are the changes needed?
   
   Reconstructing every field makes Catalyst plan size proportional to struct 
width, increasing optimizer, binding, and code-generation costs for wide and 
nested structs.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Added Catalyst coverage for expression growth by update depth and struct 
width. Added SQL coverage for nullable, nondeterministic, reused, nested, 
short-circuited, omitted, and throwable expressions across interpreted and 
code-generated execution. Ran the focused `ReplaceUpdateFieldsExpressionSuite`, 
`OptimizeWithFieldsSuite`, `ComplexTypesSuite`, and `ColumnExpressionSuite` 
tests.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Codex
   


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