I didn't give an SOP when I applied online from India for Canadian?
Totally upto the visa officer who will assess your application. Statement of purpose even though not officially important, is the only way you can communicate to the officer. He needs your word that you will return to your home country at the end of studies in Canada, and SOP allows you to convey that to him. SOP certainly does magnify your chances.