Violin piece that Punn is rehearsing in episode 5

It is the Chaconne in g minor, ostensibly by Tomaso Antonio Vitali, except that Punn is practicing without the continuo part. 

Here is an excellent recent performance by the incredibly talented (and adorable) Ray Chen: https://www.youtube.com/watch?v=HvMYJmO5lrE