This one is new to me, but based on some googling have you tried whoosh?
Edit: There's also parsedatetime:
#!/usr/bin/env python
from datetime import datetime
import parsedatetime as pdt # $ pip install parsedatetime
cal = pdt.Calendar()
for time_str in ['1 second', '2 minutes','3 hours','5 weeks','6 months','7 years']:
diff = cal.parseDT(time_str, sourceTime=datetime.min)[0] - datetime.min
print("{time_str:<10} -> {diff!s:>20} <{diff!r}>".format(**vars()))
Output
1 second -> 0:00:01 <datetime.timedelta(0, 1)>
2 minutes -> 0:02:00 <datetime.timedelta(0, 120)>
3 hours -> 3:00:00 <datetime.timedelta(0, 10800)>
5 weeks -> 35 days, 0:00:00 <datetime.timedelta(35)>
6 months -> 181 days, 0:00:00 <datetime.timedelta(181)>
7 years -> 2556 days, 0:00:00 <datetime.timedelta(2556)>
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