I would do something like this: First try to parse it altogether, if it fails to parse it separately.
from dateutil import parser, tz
utc_tz = tz.gettz('UTC')
times = ['2017-08-25 01:10:56.910523 -04:00',
'2017-08-25 01:10:56.910523 AMERICA/NEW_YORK']
for t in times:
try:
utc_time = parser.parse(t).astimezone(utc_tz)
except ValueError as e:
_date, _time, _tz = t.split(' ')
_time_wo_tz = parser.parse(' '.join([_date, _time]))
_parsed_tz = tz.gettz(_tz.title())
_time_w_tz = _time_wo_tz.replace(tzinfo=_parsed_tz)
utc_time = _time_w_tz.astimezone(utc_tz)
print(utc_time)
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