Github user ScrapCodes commented on the pull request: https://github.com/apache/spark/pull/97#issuecomment-37505304 PriorityQueue in a way is just a wrapper over heapq and allows for blocking for put and get(AFAIU). We would need maxheapq to retain the top N smallest elements. One other thing we can do instead of copying heapq is that we write one of our own in a nice extensible way, which allows one to plugin a comparator.
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