I am travelling to Sri Lanka How to get a Visa for Hong Knog

I am travelling to Sri Lanka on a Sri Lankan passport to attend a wedding and want to stop over in Hong Kong for two days how do I get the visa and do I have to go in person to Auckland or Wellington? I plan to travel in June when should I apply for the via?