Drake and his chums sure arrived in style as the entourage arrived in two Rolls Royces, one black and one white, for the midday meal.
The outing comes after rumours of a romance between he and Taylor Swift as he even introduced her to his mom and friends according to a Thursday report from TMZ.
However, not too much should be read into this as insiders for the gossip site say that he was merely making sure she met his entourage as she is not a regular guest at his gatherings.
Drake celebrated his birthday at hotspot Nobu in West Hollywood on Sunday as his mother Sandi Graham was spotted outside of the restaurant with a group of his friends.
The One Dance hitmaker and the 26-year-old Shake It Off singer are friendly, however, as they were spotted hanging out at the MTV Video Music Awards back in August 2013.
Meanwhile Drake was spotted supporting his friend Kanye West during his second Saint Pablo Tour date in Inglewood on Wednesday night.
The Canadian rapper was a sight to see as he wore a completely reflective 3M jacket for the occasion.