who interrupted the trial and why?

That would be Calpurnia. Calpurnia arrives with a note for Atticus from Aunt Alexandra, who is concerned that the children have been gone all day. The court witnesses this exchange, and then the children are pointed out to Atticus. He sends the children home, but allows them to return to hear the jury's verdict after they eat their dinner.