pandas.TimedeltaIndex.to_pytimedelta#

TimedeltaIndex.to_pytimedelta()[source]#

Return an ndarray of datetime.timedelta objects.

Each element of the TimedeltaIndex is converted to the corresponding native Python datetime.timedelta object.

Returns:

numpy.ndarray: Object-dtype array of datetime.timedelta.

See also

to_timedelta: Convert argument to timedelta format.
Timedelta: Represents a duration between two dates or times.
DatetimeIndex: Index of datetime64 data.
Timedelta.components: Return a components namedtuple-like of a single timedelta.

Examples

>>> tdelta_idx = pd.to_timedelta([1, 2, 3], unit="D")
>>> tdelta_idx
TimedeltaIndex(['1 days', '2 days', '3 days'],
                dtype='timedelta64[us]', freq=None)
>>> tdelta_idx.to_pytimedelta()
array([datetime.timedelta(days=1), datetime.timedelta(days=2),
       datetime.timedelta(days=3)], dtype=object)