A landlord can evict a tenant in the middle of their tenancy agreement in certain situations– usually where the tenant or someone the tenant let into their building, has done something wrong. For example, the tenant has not paid their rent or has damaged the rental property.
The reasons for evicting a tenant are explained in the brochure: A Guide to the Residential Tenancies Act.
Source: www.sjto.gov.on.ca