It is seconds. Personally I think the dev guide is quite explicit on the issue, but perhaps part of the ambiguity is that values greater than 30 x 24 x 60 x 60
are treated as absolute unix timestamps, and values less seconds relative from current time.
The Python SDK reference explicitly mentions the unit is seconds.