It sounds as if you have a shorted high voltage rectifier diode. Also the magnatron and possibly the high voltage capacitor has failed. I would not recommend you attempt this repair yourself because the capacitor can store dangerous high voltage even when the oven is unplugged.
Philtech Electronics, November 2006
