Comment 42 for bug 6627

Yup, do:

sudo apt-get install libgutenprint2 ijsgutenprint foomatic-db-gutenprint foomatic-db-gimp-print libgutenprintui2-1 gimp-print ijsgimpprint

and then

sudo apt-get upgrade