The victim was taken to the hospital and later released.
The suspect is described as a black male adult, 6 feet tall, in his mid-20s, and was wearing a dark-colored baseball cap and dark jeans. Police said they set up an extensive perimeter to search for suspect, but did not find him.
Police declined to disclose more details before the Voice's press deadline on Tuesday, as the investigation is ongoing. Anyone with information about this case is asked to call the Mountain View Police Department at 650-903-6344. Callers may remain anonymous.
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