Try checking Hey Presto Magic in Martin Place or Taylor's Magic in Chatswood. I've been to both shops and they have a wide variety of accessories. Hopefully they'll have it there.
Taylors Magic Shop is now an online store, they still have most of their stock if not more now that they are exclusively online, but they are still a great place to look.