Authorities shot the suspect as he was attempting to attack them with a hammer.
Police have closed the area and are asking people to stay away. Reports say the attacker has been injured and his condition is not clear.
Eyewitnesses reported tourists fleeing for cover.
France is in a state of emergency since attacks by jihadists in Paris left 130 people dead in 2015.