The woman called a friend just before she was attacked and that friend intervened and chased the rapist away.
The woman is hospitalized in guarded condition.
The suspect is described as a Hispanic man, standing 5 foot 4 inches and weighing 130 pounds.
If you have any information regarding this case, you're urged to call the Walnut-Diamond Bar sheriff's station at (909) 595-2264.