A Tasmanian woman has been charged with attempted murder after firing shots at police who were executing a search warrant.

The search was being conducted as part of an ongoing criminal investigation, with police approaching a house in Collinsvale, around 20 kilometres north-east of Hobart.

As police entered the gate of the property in an unmarked police car, it is alleged that shots were fired at them.

Police later found a bullet hole located near the wheel guard of the car.

When police entered the property, they arrested a 37-year-old woman and a 38-year-old man without incident.

Both were in possession of firearms.

"At this stage, investigators believe the residents did not realise it was police entering the property," Assistant Commissioner Adrian Bodnar said.

The woman was charg

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