Note that the public bus system won't be operating that day and traffic downtown will be snarled in the morning and into the early afternoon with the parade.
With this is mind, it may be best to look for a hotel/B&B downtown so you don't have to deal with parking. There are usually free shuttles operated by one of the local tour companies (I believe) that run between the events downtown and on Douglas throughout the day.