BINGO !!!
This fixes the problem:
$ sudo apt-get install build-essential flex libelf-dev libc6-dev-amd64 binutils-dev libdwarf-dev
Thank you very much Sam, for your patience and your answers
I hope there is a way to update Setup.sh or the official documentation, so no one else has to guess the way to do it