Class: Google::Cloud::AIPlatform::V1::DeployedModel

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::DeployedModel

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

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

Overview

A deployment of a Model. Endpoints contain one or more DeployedModels.

Defined Under Namespace

Classes: Status, SystemLabelsEntry

Instance Attribute Summary

• #automatic_resources ⇒ ::Google::Cloud::AIPlatform::V1::AutomaticResources

  A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration.

• #create_time ⇒ ::Google::Protobuf::Timestamp readonly

  Output only.

• #dedicated_resources ⇒ ::Google::Cloud::AIPlatform::V1::DedicatedResources

  A description of resources that are dedicated to the DeployedModel, and that need a higher degree of manual configuration.

• #disable_container_logging ⇒ ::Boolean

  For custom-trained Models and AutoML Tabular Models, the container of the DeployedModel instances will send stderr and stdout streams to Cloud Logging by default.

• #disable_explanations ⇒ ::Boolean

  If true, deploy the model without explainable feature, regardless the existence of Model.explanation_spec or explanation_spec.

• #display_name ⇒ ::String

  The display name of the DeployedModel.

• #enable_access_logging ⇒ ::Boolean

  If true, online prediction access logs are sent to Cloud Logging.

• #explanation_spec ⇒ ::Google::Cloud::AIPlatform::V1::ExplanationSpec

  Explanation configuration for this DeployedModel.

• #faster_deployment_config ⇒ ::Google::Cloud::AIPlatform::V1::FasterDeploymentConfig

  Configuration for faster model deployment.

• #id ⇒ ::String

  Immutable.

• #model ⇒ ::String

  Required.

• #model_version_id ⇒ ::String readonly

  Output only.

• #private_endpoints ⇒ ::Google::Cloud::AIPlatform::V1::PrivateEndpoints readonly

  Output only.

• #service_account ⇒ ::String

  The service account that the DeployedModel's container runs as.

• #shared_resources ⇒ ::String

  The resource name of the shared DeploymentResourcePool to deploy on.

• #status ⇒ ::Google::Cloud::AIPlatform::V1::DeployedModel::Status readonly

  Output only.

• #system_labels ⇒ ::Google::Protobuf::Map{::String => ::String}

  System labels to apply to Model Garden deployments.

Instance Attribute Details

#automatic_resources ⇒ ::Google::Cloud::AIPlatform::V1::AutomaticResources

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

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

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#dedicated_resources ⇒ ::Google::Cloud::AIPlatform::V1::DedicatedResources

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#disable_container_logging ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#disable_explanations ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#display_name ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#enable_access_logging ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#explanation_spec ⇒ ::Google::Cloud::AIPlatform::V1::ExplanationSpec

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#faster_deployment_config ⇒ ::Google::Cloud::AIPlatform::V1::FasterDeploymentConfig

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#id ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#model ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#model_version_id ⇒ ::String (readonly)

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#private_endpoints ⇒ ::Google::Cloud::AIPlatform::V1::PrivateEndpoints (readonly)

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#service_account ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#shared_resources ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

#status ⇒ ::Google::Cloud::AIPlatform::V1::DeployedModel::Status (readonly)

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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

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

# File 'proto_docs/google/cloud/aiplatform/v1/endpoint.rb', line 282

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

  # Runtime status of the deployed model.
  # @!attribute [r] message
  #   @return [::String]
  #     Output only. The latest deployed model's status message (if any).
  # @!attribute [r] last_update_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Output only. The time at which the status was last updated.
  # @!attribute [r] available_replica_count
  #   @return [::Integer]
  #     Output only. The number of available replicas of the deployed model.
  class Status
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

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