Because the upstream tarball is HUGE (1200 MB) it is not included in the
git repository.

Get the .orig.tar.xz file from upstream or from Debian
copy/link the .orig.tar.xz in build-area/ directory
and build the package using:

$ gbp buildpackage --git-no-create-orig

