Question

Do canonical links require a full domain

Answer 1

actually its same for ordinary url and canonical url

https://support.google.com/webmasters/answer/139066?hl=en this google article has the solution it states that its better and its the right way to use the absolute path rather than the relative path 

Use this structure: https://www.example.com/dresses/green/greendresss.html