ENH: Move any/all to NDFrame, support additional arguments for Series. GH8302

closes #8302

- Move any/all implementations from DataFrame to NDFrame, adding support for Series
- Special case single dimension case in NDFrame, to handle numpy.any/all specific arguments
- Add assorted NotImplementedErrors in cases where arguments are ignored (including in preexisting _reduce functions)
- Move the other any/all implementations from IndexOpsMixin to Index, outside of Series’ inheritance tree
hmm, ok, let's leave as its, but create a new issue to discuss / fix this. In that issue show the examples where it is not-implemented ATM (so the above, and the 2 in your tests).
We'll see what we can do.