Magic Kingdom for sure as that is where the actual event takes place. In the past they have also started with kick off parties at MGM and Downtown Disney, so those may also be affected this year too.
Magic Kingdom will close early and Pleasure Island open late on Friday and Saturday nights. Other parks or some places within other parks may be closed off for a period of time for related private parties.