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Solution: Add the "timeout=600" (or longer) option for the timeout duration in seconds, to your CDS API request :

c = cdsapi.Client(timeout=600,quiet=False,debug=True)

If the issue continues you will need to check that the ports required by the CDS are open on your firewall (i.e. https,  443)

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