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- spark.sql.adaptive.enabled=true activates AQE, which at runtime can coalesce shuffle partitions, re-optimize joins (switch sort-merge to broadcast if data is small), and split skewed partitions. AQE is enabled by default in recent Spark/Databricks releases.