shrirangmhalgi commented on PR #56578:
URL: https://github.com/apache/spark/pull/56578#issuecomment-4754722860

   Thanks @yadavay-amzn for the thorough review! All four points addressed in 
the latest commit:
   
   - **Scheduler visibility**: Changed from `externalInputs` to 
`requestedInputs`, and included `requestedInputs` in 
`FlowFunctionResult.inputs` - the DAG scheduler now sees the dependency.
   - **Qualification**: Match requires both table name AND database (when both 
are specified) to avoid multi-catalog false positives.
   - **Subquery traversal**: Recursive `scanForResolvedInputs` descends into 
`SubqueryExpression` nodes for parity with `transformWithSubqueries`.
   - **Namespace**: Full namespace preserved — catalog from first element, 
database from last. Inline FQN references replaced with proper imports.


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