Tauranga Coastguard was called to rescue a man from Tauranga Harbour late Friday night.
A police media spokeswoman said police received reports of men fighting in a Tauranga street at 11.45pm on Friday.
Following the fight one of the men swam into the harbour, the spokeswoman said.
"He was holding