We are planning a trip to Peru late December and want to go to Puno/Lake Titicaca and stay overnight on Amantani. How's the weather like there in the rainy season? Will we still be able to enjoy it? After that we are thinking about taking a bus tour to Arequipa, maybe colca canyon on the way. Please let us know if you think this will work out.