Class: Google::Cloud::AIPlatform::V1::FeatureOnlineStore

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

Overview

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

Defined Under Namespace

Modules: State Classes: Bigtable, DedicatedServingEndpoint, LabelsEntry, Optimized

Instance Attribute Summary collapse

Instance Attribute Details

#bigtable ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable

Returns Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#create_time ⇒ ::Google::Protobuf::Timestamp (readonly)

Returns Output only. Timestamp when this FeatureOnlineStore was created.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#dedicated_serving_endpoint ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::DedicatedServingEndpoint

Returns Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#encryption_spec ⇒ ::Google::Cloud::AIPlatform::V1::EncryptionSpec

Returns Optional. Customer-managed encryption key spec for data storage. If set, online store will be secured by this key.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#etag ⇒ ::String

Returns Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Returns:

  • (::String) —

    Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#labels ⇒ ::Google::Protobuf::Map{::String => ::String}

Returns Optional. The labels with user-defined metadata to organize your FeatureOnlineStore.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

Returns:

  • (::Google::Protobuf::Map{::String => ::String}) —

    Optional. The labels with user-defined metadata to organize your FeatureOnlineStore.

    Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

    See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#name ⇒ ::String

Returns Identifier. Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}.

Returns:

  • (::String) —

    Identifier. Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#optimized ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Optimized

Returns Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#satisfies_pzi ⇒ ::Boolean (readonly)

Returns Output only. Reserved for future use.

Returns:

  • (::Boolean) —

    Output only. Reserved for future use.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#satisfies_pzs ⇒ ::Boolean (readonly)

Returns Output only. Reserved for future use.

Returns:

  • (::Boolean) —

    Output only. Reserved for future use.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#state ⇒ ::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::State (readonly)

Returns Output only. State of the featureOnlineStore.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end

#update_time ⇒ ::Google::Protobuf::Timestamp (readonly)

Returns Output only. Timestamp when this FeatureOnlineStore was last updated.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store.rb', line 83

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

  # @!attribute [rw] auto_scaling
  #   @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
  #     Required. Autoscaling config applied to Bigtable Instance.
  class Bigtable
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] min_node_count
    #   @return [::Integer]
    #     Required. The minimum number of nodes to scale down to. Must be greater
    #     than or equal to 1.
    # @!attribute [rw] max_node_count
    #   @return [::Integer]
    #     Required. The maximum number of nodes to scale up to. Must be greater
    #     than or equal to min_node_count, and less than or equal to 10 times of
    #     'min_node_count'.
    # @!attribute [rw] cpu_utilization_target
    #   @return [::Integer]
    #     Optional. A percentage of the cluster's CPU capacity. Can be from 10%
    #     to 80%. When a cluster's CPU utilization exceeds the target that you
    #     have set, Bigtable immediately adds nodes to the cluster. When CPU
    #     utilization is substantially lower than the target, Bigtable removes
    #     nodes. If not set will default to 50%.
    class AutoScaling
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Optimized storage type
  class Optimized
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dedicated serving endpoint for this FeatureOnlineStore. Only need to
  # set when you choose Optimized storage type. Public endpoint is provisioned
  # by default.
  # @!attribute [r] public_endpoint_domain_name
  #   @return [::String]
  #     Output only. This field will be populated with the domain name to use for
  #     this FeatureOnlineStore
  # @!attribute [rw] private_service_connect_config
  #   @return [::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig]
  #     Optional. Private service connect config. The private service connection
  #     is available only for Optimized storage type, not for embedding
  #     management now. If
  #     {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
  #     set to true, customers will use private service connection to send
  #     request. Otherwise, the connection will set to public endpoint.
  # @!attribute [r] service_attachment
  #   @return [::String]
  #     Output only. The name of the service attachment resource. Populated if
  #     private service connect is enabled and after FeatureViewSync is created.
  class DedicatedServingEndpoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class LabelsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Possible states a featureOnlineStore can have.
  module State
    # Default value. This value is unused.
    STATE_UNSPECIFIED = 0

    # State when the featureOnlineStore configuration is not being updated and
    # the fields reflect the current configuration of the featureOnlineStore.
    # The featureOnlineStore is usable in this state.
    STABLE = 1

    # The state of the featureOnlineStore configuration when it is being
    # updated. During an update, the fields reflect either the original
    # configuration or the updated configuration of the featureOnlineStore. The
    # featureOnlineStore is still usable in this state.
    UPDATING = 2
  end
end