tvalentyn

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Here's a repro without Dataflow in the picture: ``` gcloud compute instances create valentyn-cos2 --zone=us-central1-f --project= --image-family cos-stable --image-project=cos-cloud --restart-on-failure gcloud compute ssh valentyn-cos2 --zone=us-central1-f --project= docker run -it --entrypoint=/bin/bash...

As for what to do next... @phoerious if you are interested and have access to a GCP project, you could continue investigate what happens in https://github.com/apache/beam/pull/16658#issuecomment-1093407575. Another avenue, is to...

Another possibility is to try using `python -m pip install` in place of `pip install` throughout. It may help as well.

remind me after tests pass

(that was a command for the bot)

Docs tests passed: https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Commit/9732/console

> Can you regenerate the docs and post a screenshot of what it looks like now? @yeandy - did @BjornPrime address these concerns?

Updated https://github.com/apache/beam/issues/21104 for current flake. looks unrelated.