Officers attended the scene and arrested two men, aged 19 and 24, on suspicion of affray.
Both men remain in police custody for questioning.
Nobody was injured in the incident.
Any witnesses are urged to contact Harrogate police on 101.
Alternatively, Crimestoppers can be contacted anonymously on 0800 555 111.
Please quote reference number 12140134246 when passing information about this incident.