Take a piece of the PVC, say about 10 inches long. Split it from end to end down one side only. Heat your oven to about 400 degrees and put the PVC in the oven for 5 minutes. Don't worry, your wife or mother won't even know it's in there, it has very little smell. When you heat PVC it gets like rubber and you can mold it into any shape you want. Take it out of the oven and run it to the garage, your patio or some other flat surface that won't be harmed by something hot, lay it on the floor and put a piece of plywood and lots of weight on top of it, then let it cool. Work fast as it cools quick. I used several bags of rock salt and potting soil for the weight. Once the PVC cools it will be a flat sheet and you can then trace out a circle around the bottom of your canister on the sheet. Cut it out a little bigger then you need and using PVC glue, glue the circle on the bottom of the canister. It will look like it's part of the tube and not an end cap on a pipe. I use lots of glue on both mating surfaces and on both the inside and outside to make sure I've got a good seal. Make sure you also place some weight on the canister when you're gluing the bottom on so everything has a tight fit. Once it's dry I take the canister to a disk sander and sand off the remaining materal and excess glue so it looks nice, smooth and round.
Scott