Johnny Depp appeared in good spirits at a "legendary" Aerosmith party.

The actor hung out with former American Idol judge Steven Tyler and his band mates at the Pink Taco in West Hollywood following their concert on Monday night. Other celebrity guests at the bash included Jim Carrey and Lana Del Ray who partied with the rockers at the venue they hired exclusively for their after-show party.

"Aerosmith rented the place out," a source told TMZ.com. "It was one of the greatest parties I've ever seen... legendary."

This is the first time Johnny has been seen in public since he announced his split from Vanessa Paradis. The couple spent 14 years together before they officially broke things off six weeks ago. Johnny appeared back to his old ways at the event and wore his trade mark eye-liner, hat and skinny scarf along with a smile on his face.