My statement of purpose is more than two pages long, is that okay?

No. It must be no more than two pages long. You will need to copy and paste your essay into a text field in the online application portal to generate a standardized format. If your essay is more than two pages when pasted into the field, any additional pages beyond the second will not be reviewed.  It is your responsibility preview the essay and make sure that it fits within the required field.