Github user Achuth17 commented on the issue: https://github.com/apache/spark/pull/21608 Yes, In the case where the data is stored in S3 I noticed a significant difference. Some rough numbers - When done serially for a table in S3 with 1000 partitions, the calculateTotalSize method took about 90 seconds vs 30-40 seconds when done in parallel.
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