throw the book at somebody

Từ điển Oxford Advanced Learner 8th

throw the ˈbook at sb idiom
(informal)to punish sb who has committed an offence as severely as possible
•‘Get this man down to the station and throw the book at him!’ yelled Curtis.
Main entry: ↑book_idiom