How long will cheap oil transfer pump survive pumping water?

S'cuder said
Oh no! Will a replacement be hard to find?

I don't really know at this point. McCormick Deering's were built by International Harvester so I'm hoping that something from a Farmall will fit the axles. I'm going to have to get on some tractor forums.