My flight is from Nepal to japan with Cathay dragon and transit at hongkong

I hold a Nepalese passport and I am flying from Nepal to japan through cathay dragon airlines with a transit at honkong. So do I had to apply for a transit visa or I will get on arrival. The information will be very helpful ASAP. Thank you