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Failed API response

Sometimes when I call:
get_runs/%s&is_completed=0
it fails. With response:
URLError: <urlopen error [Errno -2] Name or service not known>

This has happened twice in the last two weeks.
Im using Python, is there any retry code you can suggest?

Thanks,