All it will cost is a few pounds even if you have to buy some of the parts.
For each lamp I used two copper pipe fittings, a short length of oil lamp wick, two rubber O rings, a wine bottle and ofcourse three offcuts from a previous pallet wood project.
This is what I eneded up with.

