in reply to Very Large Arrays
I would guess that's a swapping problem (you might be able to verify this with /usr/bin/time -l). I can think of several ways to cut down on memory: (1) shuffle an array of indices; (2) store the indices in a string, and access them using vec; (3) use PDL, which has compact numerical arrays.
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