Class ExplanationMetadataOverride (1.18.0)

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ExplanationMetadataOverride(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The ExplanationMetadata entries that can be overridden at [online explanation][google.cloud.aiplatform.v1.PredictionService.Explain] time.

Attribute

NameDescription
inputs Mapping[str, google.cloud.aiplatform_v1.types.ExplanationMetadataOverride.InputMetadataOverride]
Required. Overrides the [input metadata][google.cloud.aiplatform.v1.ExplanationMetadata.inputs] of the features. The key is the name of the feature to be overridden. The keys specified here must exist in the input metadata to be overridden. If a feature is not specified here, the corresponding feature's input metadata is not overridden.

Inheritance

builtins.object > proto.message.Message > ExplanationMetadataOverride

Classes

InputMetadataOverride

InputMetadataOverride(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The [input metadata][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata] entries to be overridden.

InputsEntry

InputsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
NameDescription
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, `.Message`]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.