Just FYI, as of Jan 16th (the time I'm writing this answer), SDP and Delta Lake in their OSS versions don't work together yet.

SDP is part of Apache Spark 4.1, but Delta Lake does not support it at the moment. It's coming. No idea when it's gonna be available, though.