Should a Business Analyst look in to the Code ?

This is a very debatable question whether a Business analyst should look in to the code or not.

I have seen both the sides of this role, being as a  pure functional BA role and the other side with Techno functional

Actually it all depends on your employer or to be specific the clients/ project demand.