This might not be SOL. I thought it was because the writer left a blog that he would be back next year with the rest. I might be mixing up stories.
MC goes to a magic school and is sent to a teacher that lives alone. I think the teacher lives in a small house by a lake. MC has a special magic. I remember part where is fighting a dragon with others on a hill I think.