[Numpy-discussion] timeseries - dates prior to 1970
Thu Jun 10 21:35:01 CDT 2010
On Jun 10, 2010, at 7:16 PM, Bevan Jenkins wrote:
> I have posted previously about dates prior to 1900 but this seems to be a
> seperate issue. The error message is definitley different.
> I can not seem to convert a timseseries from one frequency ('D') to another
> ('H') when i use dates prior to 1970 as shown below. This works fine when I
> use a date after 1970. Is this something that can be easily fixed or work
> around that I can use? Thanks
Argh, major bug indeed... For frequencies below days, the reference is 1AD. Above that, the reference is the unix epoch (1970/01/01). When you try to use dates before that epoch with an hourly frequency, you get negative integers that are not properly dealt with... I gonna work on that.
In the meantime, you can use the following (extremely ugly) trick:
>>> s_d = ts.time_series(np.arange(5) + 1,
>>> # This fails:
>>> # s.convert('H')
>>> # Create s hortcut to dates (to save some __getattr__ time)
>>> d = s_d.dates
>>> # Calculate the offset from the unix epoch
>>> offset = ts.Date('D', year=1970, month=1, day=1) - d
>>> # Create a new temporary series
>>> s_h = s_d
>>> # Add the offset to the dates, so that you're after the epoch
>>> s_h.dates += offset
>>> # Convert to HOURLY
>>> s_h = s_h.convert('H')
>>> # Subtract the offset (don't forget to convert to 'H')
>>> s_h.dates -= offset * 24
Your predicament is far from over now, because you won't be able to print the dates... But that's another bug.
I'll keep you posted when we have some better solutions.
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