If you already been approved for PR and have "landed", you are a permanent resident. You cannot be deported just because you and your partner have a dispute - unless you break the law.
If your PR application is still in process and the relationship breaks down, and your sponsor withdraws the application, then, yes, you could be deported if you don't leave Canada voluntarily at the end of whatever period of time you were authorized to stay when you first entered Canada.