Drake's hoping to garner some support for his pal Tory Lanez's release ... sharing a petition calling on California Governor Gavin Newsom to pardon him.

It’s addressed to California’s Governor Gavin Newsom, where Lanez is currently serving a 10-year sentence in California ...