They usually take reservations. If they aren't, show up early and stake your claim. Also, there is a campground area in the park that you can totally book.
According to their website they are not accepting reservations at this time: https://www.huntingtonbeachca.gov/residents/parks_facilities/rentals/central_park_picnic_shelter.cfm
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