TMZ said police were called to the backyard ceremony Tuesday in Clearwater, however, no arrests were made because no one wanted to press charges.
The wedding continued once the dust settled, the entertainment news Web site said.
The 57-year-old reality television personality and McDaniel, 35, have been a couple since 2008.
Hulk Hogan, whose real name is Terry Bollea, was previously married to Linda Claridge for 24 years. They divorced in 2007.
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