Python | Pandas TimedeltaIndex.to_pytimedelta()
The to_pytimedelta() method in pandas' TimedeltaIndex is used to convert a TimedeltaIndex object to a list of native Python datetime.timedelta objects.
Let's go through a brief demonstration of its usage:
- Import Necessary Libraries:
import pandas as pd
- Create a TimedeltaIndex:
td_index = pd.to_timedelta(['1 days', '2 days', '3 days', '4 days']) print(td_index)
This will output:
TimedeltaIndex(['1 days', '2 days', '3 days', '4 days'], dtype='timedelta64[ns]', freq=None)
- Convert TimedeltaIndex to Python timedelta:
py_timedeltas = td_index.to_pytimedelta() print(py_timedeltas)
This will output a list of native Python datetime.timedelta objects:
[datetime.timedelta(days=1), datetime.timedelta(days=2), datetime.timedelta(days=3), datetime.timedelta(days=4)]
In this way, you can use the to_pytimedelta() method to convert a pandas TimedeltaIndex to a list of Python's native datetime.timedelta objects.
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