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by takluyver 4857 days ago
I'd guess the benefits are related to performance - Wes is known as something of a speed junkie (see also his vbench project). I know there's quite a bit of code in pandas that makes it much faster than a naive implementation of a similar interface.

That said, if it causes unexpected behaviour, check to see whether it's a bug.