Planning to visit Alishan and request for transport details & night stay

I am visiting Taipei for 7 days in April this year. Is it better to have a day trip to Alishan from Taipei or to have a nite or so at Alishan? How long is the bus journey from Taipei Main Station to Alishan? What bus to take?