If you are a Permanent Resident in Canada, then yes you would file a tax return, but since you do not live or work here yet, I would suggest you contact the CRA directly to explain your personal situation and they will advise if you need to file a tax return or not.
I have included a few links below to assist you to gain further understanding of your PR status: