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Examples(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Example-based explainability that returns the nearest neighbors from the provided dataset.
This message has oneof
_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
---|---|
Name | Description |
example_gcs_source |
google.cloud.aiplatform_v1beta1.types.Examples.ExampleGcsSource
The Cloud Storage input instances. This field is a member of oneof _ source .
|
nearest_neighbor_search_config |
google.protobuf.struct_pb2.Value
The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig __.
This field is a member of oneof _ config .
|
presets |
google.cloud.aiplatform_v1beta1.types.Presets
Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality. This field is a member of oneof _ config .
|
gcs_source |
google.cloud.aiplatform_v1beta1.types.GcsSource
The Cloud Storage locations that contain the instances to be indexed for approximate nearest neighbor search. |
neighbor_count |
int
The number of neighbors to return when querying for examples. |
Classes
ExampleGcsSource
ExampleGcsSource(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The Cloud Storage input instances.