Github user BryanCutler commented on the issue: https://github.com/apache/spark/pull/15821 > Parallelizing the record batch conversion and streaming it to Python would be another significant perf win. Right, I should have also mentioned that this PR takes a simplistic approach and collects rows to the driver, where all the conversion is done. Offloading this to the executors should boost the performance more.
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