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As mentioned in #2383, we can speed things up a fair bit by reading fewer times from disk. I tested this with both this terse form and the longer version of
x = c[:,0]
etc and found them about the same.What was happening was that each time we read from the dataset via
__getitem__
, we read from disk, and because we were striding it along a vector axis, we made it even worse. This formulation reads it once, then we grab views into that one read (post-casting) and use that. I get a fairly good speedup.I've got a few merge commits, so merge & squash or something would probably be best here, if this passes muster.