Can Every Compact Metric Space Have a Countable Base?

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imahnfire
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Rudin's problem asks: Prove that every compact metric space K has a countable base.

My concern is how valid this statement really is. Wouldn't a finite compact metric space be unable to have a countable base?
 
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Rudin distinguishes finite sets and countable sets in his book. Would this affect the validity of the statement?