Github user wesolowskim commented on the issue:
https://github.com/apache/spark/pull/14137
Great we're on the same page finally. I can try to add unpersists however
it is indeed tricky and at first try I wasn't able to unpersist every RDD and
at the return had few RDD still in cache.
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