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Currently, the finest temporal resolution (frequency) that the base module and the lag and seasonality module in time_feature is secondly (S). Is it straightforward to add millisecond and microsecond? Pandas tseries support these two frequencies (L and U).
It seems to support millisecond and microsecond resolutions, the following codes need to be extended:
time_feature/_base.py:
add milli_of_second(), micro_of_second(), and possibly micro_of_milli()
Description
Currently, the finest temporal resolution (frequency) that the base module and the lag and seasonality module in
time_feature
is secondly (S). Is it straightforward to add millisecond and microsecond? Pandas tseries support these two frequencies (L and U).It seems to support millisecond and microsecond resolutions, the following codes need to be extended:
time_feature/_base.py
:milli_of_second()
,micro_of_second()
, and possiblymicro_of_milli()
time_features_from_frequency_str()
accordingly.time_feature/lag.py
:get_lags_for_frequency()
_make_lags_for_millisecond()
,_make_lags_for_microsecond()
time_feature/seasonality.py
: add L and U support inDEFAULT_SEASONALITIES
If it is more complicated than that, could you please explain a bit? Thanks.
References
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