The shooting happened shortly before 11 p.m. on the 1100 block of E 10th Street. Both of the victims were then transported to the hospital.
The suspect, who is believed to be a relative of the victims, was taken into custody Monday morning in Cypress but authorities say a motive for the shooting is still unknown.
No additional details were immediately available.