Dataflow fails due to ERROR: Could not find a version that satisfies the requirement wheel (from versions: none)

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Since the beginning of this year our python dataflow jobs result in an error on worker startup:

Processing /var/opt/google/dataflow/setuptools-51.1.1.tar.gz
E


                      
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