North Yorkshire Police said the incident occurred on Heinderwell Road between 7pm on March 3rd and 4am on March 4th.
The force said it wanted information from anyone who has seen or heard anything particularly relevant, or from someone with CCTV, ring doorbells or other evidence to come into contact with.
North Yorkshire Police said anyone who can help should email leanne.sheridan@northyorkshire.police.uk.
Alternatively, call North Yorkshire Police on 101 and ask Leanne Sheridan or contact Crime Stopper anonymously via 0800 555 111 or its website.
When passing information, please quote reference 12250039133.