Mind some driver-oriented parts as well. Japan is RWD.
Also, get the not-so-bulky parts you think could pass through their strict airport security on hand-carry or baggage check-in, else it could go to waste.
spare engine, mags, tires...just kidding! seriously, anything but electronics/electrical. it would be hard claiming for warranty just in case something goes wrong with your items