Spark Policy Toolkit supplies semantic contracts plus mapInPandas/mapInArrow inference and executor-side split search so policy learning remains correct and fast on Spark clusters up to tens of millions of rows.
Efficientprocessingofwindow functions in analytical SQL queries.Proceedings of the VLDB Endowment, 8(10):1058–1069
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Spark Policy Toolkit: Semantic Contracts and Scalable Execution for Policy Learning in Spark
Spark Policy Toolkit supplies semantic contracts plus mapInPandas/mapInArrow inference and executor-side split search so policy learning remains correct and fast on Spark clusters up to tens of millions of rows.