Oddly, the sky actually is purple in a certain sense. All of the physics that explains how the blue wavelengths of sunlight are scattered more strongly than colors at the red end of the visible spectrum (resulting in a blue sky) goes even more for violet wavelengths. It's just that our eyes are more sensitive to blue wavelengths than to violet ones.