Purchase order (open order) delete

I am trying to delete a purchase order which has around 1000 lines in it. when I select the PO and click on "delete" button nothing happens. I tried to delete line by line by selecting around 100 lines at once, still it did not work. 

Can anyone help on this. Is there any alternate way?

Thanks