djay 2 and djay Pro are no longer available for sale. However, if you already previously purchased them then you can still download them.
Please open the App Store app on your iPad or iPhone and go to Purchased. Just make sure you are signed in with the same Apple ID that you used for the previous purchase and you can continue to download and use them on supported devices and OSes. Follow the instructions here.