Whirring sounds intermittently during wash cycle and almost always during the spin. Replaced the rotor first as its probably the easiest component to access and swap, on the appliance. Turns out, this time, its the STATOR which is much pricier than this, but still much cheaper than a new machine.
The APP tutorials show you everything you need in a step by step manner. If you've ever changed a tire (on any vehicle) you can swap this part.