Class: Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse

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

Overview

Response message for FeaturestoreOnlineServingService.ReadFeatureValues.

Defined Under Namespace

Classes: EntityView, FeatureDescriptor, Header

Instance Attribute Summary collapse

Instance Attribute Details

#entity_view ⇒ ::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::EntityView

Returns Entity view with Feature values. This may be the entity in the Featurestore if values for all Features were requested, or a projection of the entity in the Featurestore if values for only some Features were requested.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 107

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

  # Metadata for requested Features.
  # @!attribute [rw] id
  #   @return [::String]
  #     Feature ID.
  class FeatureDescriptor
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Response header with metadata for the requested
  # {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesRequest#entity_type ReadFeatureValuesRequest.entity_type}
  # and Features.
  # @!attribute [rw] entity_type
  #   @return [::String]
  #     The resource name of the EntityType from the
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesRequest ReadFeatureValuesRequest}.
  #     Value format:
  #     `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`.
  # @!attribute [rw] feature_descriptors
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::FeatureDescriptor>]
  #     List of Feature metadata corresponding to each piece of
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::EntityView#data ReadFeatureValuesResponse.EntityView.data}.
  class Header
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Entity view with Feature values.
  # @!attribute [rw] entity_id
  #   @return [::String]
  #     ID of the requested entity.
  # @!attribute [rw] data
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::EntityView::Data>]
  #     Each piece of data holds the k
  #     requested values for one requested Feature. If no values
  #     for the requested Feature exist, the corresponding cell will be empty.
  #     This has the same size and is in the same order as the features from the
  #     header
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse#header ReadFeatureValuesResponse.header}.
  class EntityView
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Container to hold value(s), successive in time, for one Feature from the
    # request.
    # @!attribute [rw] value
    #   @return [::Google::Cloud::AIPlatform::V1::FeatureValue]
    #     Feature value if a single value is requested.
    # @!attribute [rw] values
    #   @return [::Google::Cloud::AIPlatform::V1::FeatureValueList]
    #     Feature values list if values, successive in time, are requested.
    #     If the requested number of values is greater than the number of
    #     existing Feature values, nonexistent values are omitted instead of
    #     being returned as empty.
    class Data
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#header ⇒ ::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::Header

Returns Response header.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 107

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

  # Metadata for requested Features.
  # @!attribute [rw] id
  #   @return [::String]
  #     Feature ID.
  class FeatureDescriptor
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Response header with metadata for the requested
  # {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesRequest#entity_type ReadFeatureValuesRequest.entity_type}
  # and Features.
  # @!attribute [rw] entity_type
  #   @return [::String]
  #     The resource name of the EntityType from the
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesRequest ReadFeatureValuesRequest}.
  #     Value format:
  #     `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`.
  # @!attribute [rw] feature_descriptors
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::FeatureDescriptor>]
  #     List of Feature metadata corresponding to each piece of
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::EntityView#data ReadFeatureValuesResponse.EntityView.data}.
  class Header
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Entity view with Feature values.
  # @!attribute [rw] entity_id
  #   @return [::String]
  #     ID of the requested entity.
  # @!attribute [rw] data
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse::EntityView::Data>]
  #     Each piece of data holds the k
  #     requested values for one requested Feature. If no values
  #     for the requested Feature exist, the corresponding cell will be empty.
  #     This has the same size and is in the same order as the features from the
  #     header
  #     {::Google::Cloud::AIPlatform::V1::ReadFeatureValuesResponse#header ReadFeatureValuesResponse.header}.
  class EntityView
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Container to hold value(s), successive in time, for one Feature from the
    # request.
    # @!attribute [rw] value
    #   @return [::Google::Cloud::AIPlatform::V1::FeatureValue]
    #     Feature value if a single value is requested.
    # @!attribute [rw] values
    #   @return [::Google::Cloud::AIPlatform::V1::FeatureValueList]
    #     Feature values list if values, successive in time, are requested.
    #     If the requested number of values is greater than the number of
    #     existing Feature values, nonexistent values are omitted instead of
    #     being returned as empty.
    class Data
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end