temporian.EventSet.resample

resample(sampling: EventSetOrNode) -> EventSetOrNode

Resamples an EventSet at each timestamp of another EventSet.

If a timestamp in sampling does not have a corresponding timestamp in the input, the last timestamp in the input is used instead. If this timestamp is anterior to an value in the input, the value is replaced by dtype.MissingValue(...).

Example

>>> a = tp.event_set(
...     timestamps=[1, 5, 8, 9],
...     features={"f1": [1.0, 2.0, 3.0, 4.0]}
... )
>>> b = tp.event_set(timestamps=[-1, 1, 6, 10])
>>> c = a.resample(b)
>>> c
indexes: ...
        timestamps: [-1.  1.  6. 10.]
        'f1': [nan  1.  2.  4.]
...

Parameters:

Name	Type	Description	Default
sampling	EventSetOrNode	EventSet to use the sampling of.	required

Returns:

Type	Description
EventSetOrNode	Resampled EventSet, with same sampling as sampling.