You may download the driver from the following page: https://www.usa.canon.com/internet/portal/us/home/support/details/printers/support-inkjet-printer/mx-series/pixma-mx310
On the aforementioned page, click the "Drivers & Downloads" button. You will then be given the printer and scanner driver. Download both of those files and run them.
Once that is all complete, you will be good to go.
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