Will this drive shaft solve the problem? My present shaft not spinning or do I need something else? The engine is fine and runs well.

A spinning drive shaft may mean several things. It may not be joining at the motor or the head or the shaft has snapped completely. It may be worth taking it to a local dealer and they will be able to look at the shaft to see if they are able to diagnose the problem.