Change the given sentence into direct speech:
He exclaimed with joy that Rahul had come.

The correct statement is: He said, "Hurrah! Rahul has come." If there is an interjection, i.e., alas,  hurray, etc., in the reported speech, then they are omitted along with the exclamation point and the exclamatory sentence becomes an assertive sentence.