Class: Google::Cloud::AIPlatform::V1::ImportFeatureValuesRequest

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::ImportFeatureValuesRequest

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb

Overview

Request message for FeaturestoreService.ImportFeatureValues.

Defined Under Namespace

Classes: FeatureSpec

Instance Attribute Summary

• #avro_source ⇒ ::Google::Cloud::AIPlatform::V1::AvroSource

  Note: The following fields are mutually exclusive: avro_source, bigquery_source, csv_source.

• #bigquery_source ⇒ ::Google::Cloud::AIPlatform::V1::BigQuerySource

  Note: The following fields are mutually exclusive: bigquery_source, avro_source, csv_source.

• #csv_source ⇒ ::Google::Cloud::AIPlatform::V1::CsvSource

  Note: The following fields are mutually exclusive: csv_source, avro_source, bigquery_source.

• #disable_ingestion_analysis ⇒ ::Boolean

  If true, API doesn't start ingestion analysis pipeline.

• #disable_online_serving ⇒ ::Boolean

  If set, data will not be imported for online serving.

• #entity_id_field ⇒ ::String

  Source column that holds entity IDs.

• #entity_type ⇒ ::String

  Required.

• #feature_specs ⇒ ::Array<::Google::Cloud::AIPlatform::V1::ImportFeatureValuesRequest::FeatureSpec>

  Required.

• #feature_time ⇒ ::Google::Protobuf::Timestamp

  Single Feature timestamp for all entities being imported.

• #feature_time_field ⇒ ::String

  Source column that holds the Feature timestamp for all Feature values in each entity.

• #worker_count ⇒ ::Integer

  Specifies the number of workers that are used to write data to the Featurestore.

Instance Attribute Details

#avro_source ⇒ ::Google::Cloud::AIPlatform::V1::AvroSource

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#bigquery_source ⇒ ::Google::Cloud::AIPlatform::V1::BigQuerySource

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#csv_source ⇒ ::Google::Cloud::AIPlatform::V1::CsvSource

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#disable_ingestion_analysis ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#disable_online_serving ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#entity_id_field ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#entity_type ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#feature_specs ⇒ ::Array<::Google::Cloud::AIPlatform::V1::ImportFeatureValuesRequest::FeatureSpec>

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#feature_time ⇒ ::Google::Protobuf::Timestamp

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#feature_time_field ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#worker_count ⇒ ::Integer

# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 232

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

  # Defines the Feature value(s) to import.
  # @!attribute [rw] id
  #   @return [::String]
  #     Required. ID of the Feature to import values of. This Feature must exist
  #     in the target EntityType, or the request will fail.
  # @!attribute [rw] source_field
  #   @return [::String]
  #     Source column to get the Feature values from. If not set, uses the column
  #     with the same name as the Feature ID.
  class FeatureSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end