An officer in Tolleson responded to a call about a man crouching near a parked car.
The officer says he noticed a strong smell of pot and saw several people run out of a house.
Police returned with a search warrant and found a-half ton of pot.
The Arizona Republic reports two people were taken in custody on suspicion of marijuana charges.