Multiple tools depend on pip and the way we are using it actually impeding in our tooling usage, at least:
This task is to actually track the required changes to stabilitze the tooling.
An upstream issue  exists about it and declare some possible workarounds.
That issue is closed but the problem are still ongoing.
Related to P1205