I would just use hydraulic oil. Thats all I've ever used on my manual machines. In fact I've always purchased it from Hare and Forbes who sell it for Slideway oil for all of their machines.
But you could try looking in the manual for an oil grade and see if you can find it. (But hydraulic oil you can get anywhere)