shiny

Changing UI.
http://shiny.rstudio.com/articles/dynamic-ui.html

Having a run button.
http://shiny.rstudio.com/articles/action-buttons.html

Since R is single threaded the UI will block for longer running jobs:

But there is async progress bar:

http://shiny.rstudio.com/articles/progress.html