I bought all the extra sandals before I went and they all ended up hurting. I say whatever you bring, make sure they are broke in!
That being said, what worked for me was to wear sneakers when we went in the morning, which was a fast pace all day. Then, in the evening, I switched to flip flops. Evenings were much more leisurely for us.