Mix together the cherry pie filling, sweetened condensed milk and the drained crushed pineapple. Add about 3/4 cup of the cool whip. Add 1/2 of the chopped walnuts. Put into a 2 quart dish or casserole dish. Top with remaining cool whip. Sprinkle remaining chopped walnuts on top. Chill for at least 2 hours.