Hi Ralf,
I also was in Southern Arizona this year, in the second half of April, and also found Mammillaria grahamii in flower.
Here's a photo of one of the locations:

They were glorious and after seeing so many which weren't in flower, I didn't know why these were, other than location, I guess.
and another plant at the same place:

_________________
Chris43, moderator