Better capacity/eviction policy for the segmented queue
#97 opened on Jul 13, 2023
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Description
With no fixed capacity and after removing the shrink_to_fit calls, we generate reports of the total capacity of each segment, and find that with our current AV2 test, the entire queue keeps a capacity of roughly 2-3x the capacity we asked for.
It may be beneficial to have a per-segment cap, such that we can better control the allocated capacity for each segment, especially since DoublePriorityQueue's underlying store does not support shrink_to_fit on the inner map, only on the lists of indexes. One idea is for the heap to perform a segment eviction if attempting to push or extend past a segment's capacity limit, which we'd set to maybe 1.5-2x the average we'd have with a full queue on all segments.