I was afraid of that.
It's actually pretty easy. The only difficult part is getting the bull gear woodruff key out. If it hasn't been removed in 50 years it can be stubborn and you have a very narrow space to work in to remove it. There is a good tutorial here: https://www.homemodelenginemachinist.com/threads/6-atlas-spindle-removal-bearing-replacement.6310/
(There is a minor error in the tutorial where he says the screw above the lock pin is for oil. This screw actually retains the lock pin detent ball and spring, but otherwise is a very good tutorial.)