Is there something like Single.empty()

Single.empty() makes no sense because Single has to have a single item or an error. You could just have kept Observable or switched to Maybe which does allow empty or Completable which doesn't emit an item at all.

A workaround e.g. for tests would be

Observable.<Whatever>empty().toSingle()

keep in mind that this does not call the subscribers at all.