Senior Sergeant Craig Wanstall said police were looking for a white "delivery-type" truck that reversed through glass panes at the front of the Injune Way property about 4.20am.
He said CCTV footage did not capture images of a person of interest, nor could it identify a licence plate on the truck.
Nothing was stolen in the raid.
"We think the sprinkler system may have been a deterrent," Sen-Sgt Wanstall said.
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READ NOWHe said the truck appeared to have had graffiti on it that had been painted over.
He advised anyone who saw a white truck in the area around that time, or knows of a truck that matches the graffiti description, to contact police.
Call Crime Stoppers on 1800 333 000.