'American Idol' -- Randy Jackson OUT AS A JUDGE

The dawg days are over at "American Idol" ... TMZ has learned Randy Jackson is officially LEAVING the judge's table ... but will still remain a part of the show as a "mentor." Sources connected to "Idol" tell us ... there's some concern among the…