Sounds like the seals are gone. I had this same issue on my WRX. Mine only smoked at idle and then mostly after a prolonged idle. The seals just went after 100k miles. Rebuild it yourself and save a little money. A decent rebuild kit for most rebuildable turbos is like $100. Most of the time you can find instructions online.