The school went into lockdown during the incident as police responded in large numbers.
Wakelin said they were called to the school after 2pm, but those allegedly involved had already scarpered.
Police were called back half an hour later - but again, couldn't find anything.
An anonymous student said he was locked in the nurse's office when the incident occurred.
"There were kids crying and having panic attacks and afterwards people were coming in with blood on their shirts and stuff."
He said there were people with broken noses, hands and some suffering from concussion, though a St John ambulance spokesman told the Herald he had no record of a callout to the school.
One parent said the school was in lockdown for about half an hour.
"The students got told to go to the nearest class and stay there.
"My daughter messaged me on Facebook messenger and said, 'Dad we are in lockdown at the school'.
"She sent me a video of cops walking around in the schoolyard and said there had been lots of fights," he said.
"Once I knew the cops were there and they were in the class I wasn't so worried but it's probably not the best situation you want your kids in."
The parent said he would be keeping his daughter home from school tomorrow.
"I guess until it has all calmed down and is all sorted and I am happy that it is a safe place for her to go, I probably wouldn't want to put her into that situation again."
Rosehill College principal Sue Blakely said in a statement sent to parents and caregivers the school went into lockdown "as a precautionary measure".
"We went into lockdown and called for police assistance when we had some unauthorised persons on site at lunchtime. The police were satisfied there was no further concern."
Wakelin said that anyone with information could contact the Papakura Police on 09 261 1300, or send them a private message via the Counties Manukau Police Facebook page.