I tried in the beginning to keep the water but was never comfortable with all the guck. Just can't be good for the pump and heater. Tried some pool chemical that made it better, but then wasn't comfortable with the biocide angle.
Mine has no drain so I got a siphon.

Attachment 219609

I only keep the water for at most 2-3 days now.