temporian.EventSet.equal

equal(other: Any) -> EventSetOrNode

Checks element-wise equality of an EventSet to another one or to a single value.

Each feature is compared element-wise to the feature in other in the same position. Note that it will always return False on NaN elements.

Inputs must have the same sampling and the same number of features.

Example

>>> a = tp.event_set(
...     timestamps=[1, 2, 3],
...     features={"f1": [0, 100, 200]}
... )
>>> b = tp.event_set(
...     timestamps=[1, 2, 3],
...     features={"f2": [-10, 100, 5]},
...     same_sampling_as=a
... )

>>> # WARN: Don't use this for element-wise comparison
>>> a == b
False

>>> # Element-wise comparison to a scalar value
>>> c = a.equal(100)
>>> c
indexes: []
features: [('f1', bool_)]
events:
    (3 events):
        timestamps: [1. 2. 3.]
        'f1': [False True False]
...

>>> # Element-wise comparison between two EventSets
>>> c = a.equal(b)
>>> c
indexes: []
features: [('eq_f1_f2', bool_)]
events:
    (3 events):
        timestamps: [1. 2. 3.]
        'eq_f1_f2': [False True False]
...

Parameters:

Name	Type	Description	Default
other	Any	Second EventSet or single value to compare.	required

Returns:

Type	Description
EventSetOrNode	EventSet with boolean features.