Unfortunately this is still not working. I guess it could be fixed via CSS, printing via browser would be fine. But at the moment, only the first page can be printed.
The only workaround I found was by downloading it as Jupyter notebook and using nbconvert:
jupyter-nbconvert --to pdf exported-notebook.ipyn