It's not, at all, but it took me by surprise and I made a mess of it. In hindsight the answer was less than 10 lines of python. The next time I went round an interview loop I rote learned all the CS101 stuff, because that's what you have to do (I'm not a computer scientist).
The issue was that the comp contained a lot of stuff that you couldn't deduce in 10 minutes. For example, all-shortest-paths graph search, performing huge calculations (e.g. stuff that blows up extremely fast), monte carlo simulations and other bits and pieces. It would have made for a much more interesting interview.