Installing HP Printer on Crouton, HPLIP says CUPS is missing

Solution 1:

To start the service execute:

sudo /etc/init.d/cups start

it worked for me

Solution 2:

I had the same problem, and I resolved it just by running the Cups service:

service cups start

It looks that the HP install script is actually checking if the service is started to infer if the package is installed.