I am using a generic class called ViewModelCollection<BaseViewModel> which handles a lists of ViewModels and delivers standard add() and delete() commands.
Now I'm wondering if I can "extend" this class using the partial construct for a certain ViewModel, whose name is, say, CarViewModel.
Is something like this possible?
partial class ViewModelCollection<BaseViewModel>
{
    ... some command and list stuff ...
}
partial class ViewModelCollection<CarViewModel>
{
    ... special commands for car view model
}
                No, you can't, partial just splits the class definition over multiple files, the definition has to be the same. You need to derive from ViewModelCollection<T>:
public class ViewModelCollection<T> where T: BaseViewModel
{
   //methods
}
public class CarViewModelCollection : ViewModelCollection<CarVieModel>
{
  //specific methods
}
                        partial is used only to split a class across multiple source files. The class definition itself must be the same.
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