There is a bus shuttle between the Terminals. The luggage will go directly to your DL flight.
70 minutes should be enough but if the flight is a little bit delayed it could get really close as CDG is the worst airport to connect in Europe. And there is quite a good chance to be park likely at a remote location.
Even LHR is better. I normally plan 2+ hours if I have to connect at CDG.