HyukjinKwon commented on issue #20691: [SPARK-18161] [Python] Allow pickle to serialize >4 GB objects when possible (Python 3.4+) URL: https://github.com/apache/spark/pull/20691#issuecomment-453800408 Let's give a shot for this in 3.0.0. Cloudpickle also changed its protocol a long ago from 2 to highest as well and looks it doesn't have notable regression so far.
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