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Several people, including @teojgo and @A1ve5 and also @adamryczkowski (cfr. #2354) have reported running into problems with the EasyBuild bootstrap stage 1 failing with:
SystemExit: error: Could not find suitable distribution for Requirement.parse('easybuild')
when running easy_install --quiet --upgrade --prefix=/tmp/<random_sudir>/eb_stage1 easybuild
The exact reason that this fails is unclear to me, but it looks like an incompatibility between old setuptools versions and pip.
One possible fix/workaround could be to fall back to trying pip install in case the easy_install fails, since the temporary installation of EasyBuild done in stage 1 is removed once the bootstrap completes anyway...