From choice - Idioms - by the Free Dictionary, Thesaurus and Encyclopedia. (It's free ),
be spoilt for choice
to have so many good possible choices that it is difficult to make a decision.
Ex: With 51 flavours of ice-cream to choose from you are spoiled for choice.
In the context you provided, it states that 'the Bush administration isn't exactly spoiled for choices.'