The Oscar winning actress dressed down in a casual ensemble of T-shirt, loose trousers and a comfy cardigan as she picked up her meal on Tuesday (18 June).
Halle, 46, jetted back to LA at the weekend after a publicity tour to France, where she premiered her new movie Things We Lost In The Fire.
The actress is expecting a baby boy with fiancé Olivier Martinez later this year. She is already mum to five-year-old daughter Nahla from her relationship with Gabriel Aubry.
Halle was recently voted the 'most glowing' celebrity mum-to-be, beating the likes of Kate Middleton and The Saturdays' Frankie Sandford.
The survey, conducted by MyVoucherCodes, saw Halle come out on top with 73% of the vote among 1,487 Britons. The Duchess of Cambridge finished in second place, followed by Penelope Cruz, who is expecting her second child.
"Many celebrities look great during pregnancy, but it has to be remembered that they might look entirely different without stylists and personal make-up artists," said Mark Pearson, chairman of MyVoucherCodes.
"Each of the mums-to-be in our top ten look healthy and like they're really enjoying their pregnancies, something that I think is a big contributing factor to that pregnancy 'glow' we hear so much about."