They're meant to be a party to celebrate having a baby, and traditionally a lot of gifts are brought to help prepare new parents for having one. Which, gotta say, it's the one time I'm glad everyone brought the same thing. We ran through diapers much more frequently than I'd anticipated.
But importance and timing depends on the person who's pregnant which I'm guessing you mean Padme.