Github user vanzin commented on the issue:
https://github.com/apache/spark/pull/20013
> the memory usage will be much larger with InMemoryStore.
No it won't. The in-memory store does not use extra memory for indices. It
sorts the data when the index is read, and discards that memory after the
iterator is discarded.
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