Class: Google::Cloud::AIPlatform::V1::ExplanationMetadataOverride

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/explanation.rb

Overview

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

Defined Under Namespace

Classes: InputMetadataOverride, InputsEntry

Instance Attribute Summary collapse

Instance Attribute Details

#inputs ⇒ ::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::ExplanationMetadataOverride::InputMetadataOverride}

Returns 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.

Returns:

  • (::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::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.



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# File 'proto_docs/google/cloud/aiplatform/v1/explanation.rb', line 567

class ExplanationMetadataOverride
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The [input
  # metadata][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata]
  # entries to be overridden.
  # @!attribute [rw] input_baselines
  #   @return [::Array<::Google::Protobuf::Value>]
  #     Baseline inputs for this feature.
  #
  #     This overrides the `input_baseline` field of the
  #     {::Google::Cloud::AIPlatform::V1::ExplanationMetadata::InputMetadata ExplanationMetadata.InputMetadata}
  #     object of the corresponding feature's input metadata. If it's not
  #     specified, the original baselines are not overridden.
  class InputMetadataOverride
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ExplanationMetadataOverride::InputMetadataOverride]
  class InputsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end