Allison had been placed in the custody of her maternal grandmother by the courts, after her parents were arrested February 11th.
Officers had responded to a home near McKenzie and Seventh Street that night, for reports of a fight and shots fired.
Police did not find anyone who was hurt.
They booked Guzman and Martinez on charges including Felony child endangerment, willful discharge of a firearm, and obstructing an officers performance/duties.
Police say they recovered two AR-15 rifles, a high-capacity magazine, and several hundred rounds of ammunition. They were illegally possessed weapons.
Dyer says a scale with drug residue was also recovered at the home.
He says an Amber alert has not been issued, but police have alerted other agencies across the state and the U.S. Border Patrol.
"When we believe the child is with the parents, we believe the time is not of such urgency as wed see with a stranger abduction. But we know the longer the child is not where she should be, the greater the risk," Dyer said.
Guzman is from Mexico, and police believe the family could be headed south.
The couple had emptied its closets, indicating it was leaving, Dyer said.
