ISIS has claimed responsibility for the Thursday night attack.
The gunman shot and killed one police officer, seriously wounded two officers and a tourist two in an attack days before voting starts.
39-year-old Karim Cheurfi, was shot dead by police. He has been identified from papers that were left in his car.
Authorities are still investigating. As of now, they believe Cheurfi was operating alone.