Github user hvanhovell commented on the issue:
https://github.com/apache/spark/pull/13775
@viirya could you re-run the benchmarks without calling collect(). Do a
count or a simple aggregate instead, collect spends a tonne of time in
serializing results from `InternalRow` to `Row`.
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