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11-29-2022 10:41 PM
Directly jumping on solution to inc the cluster size is not advisible. I found this nicely written blog what could be potential reason and some initial steps to resolve the OOM error in spark.
https://medium.com/swlh/spark-oom-error-closeup-462c7a01709d