Lightly grease cookie sheets (or use parchment paper).
Beat butter and sugar in large bowl until well-blended; add eggs and vanilla. Blend in pineapple and juice. In another bowl, stir together flour, baking soda, cinnamon, salt, and nutmeg. Gradually add to butter mixture, beating until well-blended.