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08-09-2023 07:14 AM
It seems that you're trying to apply a lot of transformations, but it's basic stuff, so I'd go for the best practices documentation and find a way to create a compute-optimized cluster.
Ref.: https://docs.databricks.com/en/clusters/cluster-config-best-practices.html#basic-batch-etl