Github user arunmahadevan commented on the issue:
https://github.com/apache/spark/pull/23156
Rather than controlling the queue sizes it would be better to limit the max
epoch backlog and fail the query once that threshold is reached. There already
seems to be patch that attempted to address this
https://github.com/apache/spark/pull/21392
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