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BLD: Fix build issues #2007
Fixes for #2003 and should fix #1897. AFAICT, there's no reason to be conditional about adding the build and install dependencies depending on what command we've given setup.py. Given that
If everything is already importable, you won't reinstall anything. If not, then you'll install it and you'll get pip's recursive upgrade behavior for any of our dependencies I guess. Oh well.
I think we finally have sane dependency handling.