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[BUG] Back port Subquery UI change from Spark4.2 #2057

@amahussein

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@amahussein

Describe the bug
apache/spark@7bea0b785f1
[SPARK-54594][UI] Skip duplicated edges starting from subqueries in plan dot.

We should followup on the implication of that on tools plan graph construction.
Since the tools already has its own fork to build the graph, we should verify that we are not duplicating nodes, or that the metrics are still correctly accounted for.

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