[SPARK-31903][SQL][PYSPARK][2.4] Fix toPandas with Arrow enabled to show metrics in Query UI. #28740
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What changes were proposed in this pull request?
This is a backport of #28730.
In
Dataset.collectAsArrowToPython
, since the code block forserveToStream
is run in the separate thread,withAction
finishes as soon as it starts the thread. As a result, it doesn't collect the metrics of the actual action and Query UI shows the plan graph without metrics.We should call
serveToStream
first, thenwithAction
in it.The affected function is:
DataFrame.toPandas()
in PySparkWhy are the changes needed?
When calling toPandas, usually Query UI shows each plan node's metric:
but if Arrow execution is enabled, it shows only plan nodes and the duration is not correct:
Does this PR introduce any user-facing change?
Yes, the Query UI will show the plan with the correct metrics.
How was this patch tested?
I checked it manually in my local.