In the fight, at least three people were injured, the police said adding that half a dozen people—three from each group has been been arrested.
Both the groups have lodged cross complaints accusing each other for the violence.
The police said that in the first case there were as many as 20 accused, while in the second case, a total of about half a dozen were named.
The complainant in the first case is one Sagar Kirpan aged 19 years and in the other, the complainant is Vijay Kathore aged 43, the police said.
Offences under Sections 143, 147, 148, 323, 324, 427, 504 and 506 of the Indian Penal Code has been registered for rioting, the police said.