There are primary sources indicating high mortality in Italy. But that's it. The 1m+ death estimates seem to all originate from a single person writing in the 19th century (Gasquet). Gasquet has been criticized for poor methodology. The high death rate among nobles could be due to inbreeding and may not correlate with the overall population.
Are there are any primary sources indicating that the black death had a 1m+ death toll ?