Why so spiteful as to chain these two together? ‘Inspite’ is just another incorrectly connected word that we come across. So better not to cut off the space to spite your grammar! 🙂 Simply use ‘in spite’.
P.S.: Hope you didn’t miss the reference to ‘cut off one’s nose to spite one’s face’! 😛