To run programs you will need to compile them first. Once you do this, you should see an executable in the project folder (an .exe file, if on Windows).
Right click on the executable file and select Run as -> D Application. That's it!
If you want to customize the way the program is executed, you can do so in Run -> Run.
Here you can specify the arguments passed to the program, as well as the environment variables.