To setup the application again (uninstall and install), just execute the
uninstall program located in your install directory. Then use the installer to install the stack again.
If you want to restart Bitnami services, a simple call to
<install_dir>/ctlscript.sh restart with the right privileges should do the trick. If you get a permission denied, prepend
sudo to the command.
What specific issue are you experiencing?