Before changing the narration, optative sentences are first converted to assertive sentences.
The policeman said to the thief, "Rascal, How could you dare do that? Did you not know the punishment of your crime?"

Explanation

Calling the thief rascal the policeman asked him how he could dare do it and if he had known the punishment of his crime.