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[GLUTEN-11251] Fix incorrect whole stage id in WholeStageTransformerExec
#11252
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Fix the transformer stage id contiguously increasing across different sql queries.
When AQE is off, the fix can be directly applied.
When AQE is on, vanillas spark set the rule
CollapseCodegenStagesto be stateful:https://github.com/apache/spark/blob/branch-4.0/sql/core/src/main/scala/org/apache/spark/sql/execution/adaptive/AdaptiveSparkPlanExec.scala#L153-L156
However in Gluten, when AQE is on, the columnar rules are applied upon each individual query stages, and there's no stateful context shared across query stages that is visible to the columnar rules.
Seems like there's no way to use a stateful counter to generate incremental ids across different query stages. This pr adds a new rule to update the stage id after the physical plan is generated.
Related issue: #11251