I've never had issues with exercising with a UTI. So long as the kidneys aren't yet involved, I'm not sure it's that big of a deal. Drink plenty of water for sure--but you should do that anyway.

But I emphasize that I'm not a doctor and have no idea how severe your UTI is. If you feel run down or urinating blood, it might be wise to wait a few days.