I do that. Got myself some really large buckets. Store the water in the mornings. By evening it cools down. Better option than getting "burned" ubder the shower :)Another benefit is the chlorine evaporates or so I am told.

But be very careful with catching water in buckets if you have small kids. Make sure it has a cover.