Jackie-Jiang opened a new pull request, #20003:
URL: https://github.com/apache/pinot/pull/20003

   Sorted-prefix ORDER BY currently projects every output expression unless 
`lateMaterializeSortedOrderBy` is enabled, while the generic ORDER BY path 
automatically defers expressions that are not needed for ordering. Make the 
sorted path use the same behavior: project order-by expressions during 
selection, then fetch any remaining output expressions for the surviving rows.
   
   Follow-up to #19879 addressing [the outstanding review 
comments](https://github.com/apache/pinot/pull/19879#pullrequestreview-5552180339):
   
   - Remove the query option, its constants/parser, the internal 
`lateMaterialize` flag and constructor overloads, and the eligibility heuristic 
for scans bounded by the limit.
   - Simplify schema construction and reuse null restoration with a 
destination-column offset.
   - Cache the surviving-document cardinality check and correct the assertion 
and scan-accounting comments. Actual column rereads remain counted.
   - Replace option-toggle tests with default-behavior assertions, including 
ASC/DESC/reverse scans, offsets, deferred transforms/nulls, and sparse document 
IDs spanning multiple batches. Update the text-match explain plan for the 
smaller initial projection.
   
   Validation on JDK 25: all 232 tests across 
`LinearSelectionOrderByOperatorTest`, the three 
`InnerSegmentSelection*QueriesTest` classes, `NullHandlingEnabledQueriesTest`, 
`TextMatchTransformFunctionTest`, and `ExplainPlanQueriesTest` passed. The 
reactor compiled current dependencies with deprecation/warning reporting; no 
compiler warnings occur on added lines. Spotless, checkstyle, and license 
formatting/checks passed for `pinot-common`, `pinot-core`, and `pinot-spi`.
   


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