The CHP said officers stopped a speeding Rolls Royce Ghost Monday night on Highway 99.
The driver was found to be under the influence and placed under arrest for DUI, and possession of cannabis for sale.
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Officers said he was also in possession of a 1-month-old spider monkey, which is illegal to own as a pet in California.
The monkey was safely taken by Animal Control, where it will receive the proper care.
The man was booked into the Madera County Jail, and is facing several charges, including possession of an exotic animal.