Github user mridulm commented on the issue:
https://github.com/apache/spark/pull/15481
@zsxwing To minimize scope of synchronized block.
The way @scwf has now, the synchronized block is limited to duplicating key
and setting some state.
Remaining can happen outside of the lock.
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