Github user vanzin commented on the issue: https://github.com/apache/spark/pull/16603 > The consumer which asks more memory will decide it fails or not after this memory acquirement Yeah, but at that point, you've already spilled a bunch of other consumers just to find out you don't have enough memory... so it's a pretty expensive failure. But probably not a big deal, hope it doesn't happen often.
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