Yes sir. that's what I will try and do.I use straight up Dawn soap and leave the water in the pump and hoses I don't drain them dry.It also primes up faster leaving the soapy water in the hoses and a little water in the pump. I found mineral spirits to dry up the seals inside the pump if cleaned with thinner.
You want to clean with a soap that will try to cut the oil inside the pump.