Please share the results of df.explain()[1] for both. That should give us
some clues of what the differences are

[1]https://github.com/apache/spark/blob/e1c90d66bbea5b4cb97226610701b0389b734651/sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala#L499



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