If this was training (as people speculate), they would have to notify the major and governor, and the police would be alerted too. Most certainly, the streets around there would have been closed down and people would have been alerted in advance. But it doesn't seem that any of that happened, which means this was not "training".
Under what conditions can the military operate freely on U.S. soil and do live exercises?