Simply enable maintenance mode and redirect users to custom message. This plugin allows you to enable maintenance mode for a specific date range without modifying the code and it works with most of the available themes. Just install and activate this plugin to enable maintenance mode and redirect all users.
Read more about this plugin on WordPress blog.