Black poly pipe might work and it's probably the least expensive, but you could also look at non-metallic sealtight. It's very strong and UV resistant. All electrical stores and suppliers should have it in various diameters.
For running water???
In fact, when you bury it, you have to roll it out and back fill it every so often to keep from jumping out of the ground and going back into a loop..