It happened around 6:00 a.m. on the 4500 block of Mitchell Street at the Adobe Café Restaurant.
The flames spread to a number of apartment buildings on the second floor.
It took fire crews about 20 minutes to bring everything under control. No one was injured.
A cause for the blaze is still under investigation.