They can also fast-track cases from the lower courts to accelerate them to the Supreme Court, and have done so. Another trick they have is to make an interim ruling without issuing a majority opinion through the so-called "shadow docket". Then they can have the whole trial while the circus in the lower courts plays itself out. He could be in prison for years before they rule it unconstitutional.
Assuming Trump doesn't push for public execution.