I'm guessing that the amps-squared-seconds rating of the 'former's internal diodes is about 10, which means the diode can stand 35 A for .008 seconds.
Depending on the internal resistance of the 'former you may want to put a small resistance in series with its output to cushion the current surge from your huge filter cap.