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 [1] exists about it and declare some possible workarounds.
That issue is closed but the problem are still ongoing.
Related to P1205