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04-05-2022 05:20 AM
OOM error is quite common, it means that probably your partitions are too large to fit into memory. Please analyze your SPARK UI - look for data spills, and skews and try to use smaller partitions or/and more shuffle partitions.
My blog: https://databrickster.medium.com/