I got it working. When I was persisting, it only persisted 85% of the RDD to
memory and the rest of the RDD gets recomputed every time. Because my
flagged RDD uses a random method to create the field, I was getting
unpredictable results. When I persist using:

flagged.persist(StorageLevel.MEMORY_AND_DISK)

it works perfectly well.



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