Python: Generate all combinations in random order and continue where left off

I want to generate all combinations, in a random order, and be able to continue where I left off. For example if I begin to generate the first x numbers and then later want to start at x+1 (without having to generate the previous x numbers, and also not having to load all combinations into memory) and continue until all combinations have been generated. Is this possible?