Water level before opening

Hi all, had a quick question for the group regarding our current water level. We're located in the KC metro area, and have our fair share of rain this spring season so far. The water level is getting high and the mesh safety cover is sitting in the water. We're scheduled to open our pool on May 19th, but I'm wanting to know if we should be draining off any water prior to this, or if it's a moot point. We have a submersible pump from the winter that we could use. Attached a photo for reference. Thank you for any and all feedback/advice!