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Our pip usage is broken since a recent pip release
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Description

Multiple tools depend on pip and the way we are using it actually impeding in our tooling usage, at least:

  • D6479: virtualenv
  • D6537: docker (specifically when trying to test developments with override)

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

[1] https://github.com/pypa/pip/issues/10573