Chemistry of oxidation
Water by itself does not oxidize metal, so water is not the problem in terms of rust/corrosion. It is the oxygen that does the work, although any water present facilitates the chemical reaction.
Unless you have an actual leak in your welded structure (thus the pressure gauge that is mentioned in earlier posts), the amount of corrosion that can occur inside a sealed structure that contains air is minimal. Once the available oxygen inside the tube is used up by the rusting process, no further rusting can occur. Therefore, if you have a good airtight weld, it should last virtually forever (or at least until it rusts through from the outside). The purpose of putting oil into a closed structure is to allow the oil to "rust," that is, to oxidize rather than the metal. This is the same idea as the sacrificial anode (zinc) that the car makers put on cars years ago.
Greg