Reply to my own thread!
I got my hands on a magsafe 2 adapter and I have been using my old MBA spare power supply (45 watt) with my newish 13 inch retina MBP and this is what I find.
Charging a depleted battery with the 45 watt supply takes a significantly longer time that it does with the 60 watt supply that came with the rMBP. But, on the other hand, the 45 watt supply works just fine if you are using the computer plugged in the entire time on a desk, as I will be during the day at my work station. The battery is maintained at exiting levels and does slowly increase its charge even while I am using the computer for basic tasks such as word processing, e mail, internet access, even watching a movie. So for me this is going to work fine.