They will be fine.
You could even start with a smaller container, if it would make you feel better. I have several ‘kitty litter bottoms’, random bowls, totes, etc. scattered around my yard. Cheap, and easy to refill.
Momma ducks take babies swimming almost immediately. She got the fresh swim...