Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::DeploymentResourcePool (v0.50.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::DeploymentResourcePool.

A description of resources that can be shared by multiple DeployedModels, whose underlying specification consists of a DedicatedResources.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#create_time

def create_time() -> ::Google::Protobuf::Timestamp
Returns

#dedicated_resources

def dedicated_resources() -> ::Google::Cloud::AIPlatform::V1::DedicatedResources
Returns

#dedicated_resources=

def dedicated_resources=(value) -> ::Google::Cloud::AIPlatform::V1::DedicatedResources
Parameter
Returns

#disable_container_logging

def disable_container_logging() -> ::Boolean
Returns
  • (::Boolean) — If the DeploymentResourcePool is deployed with custom-trained Models or AutoML Tabular Models, the container(s) of the DeploymentResourcePool will send stderr and stdout streams to Cloud Logging by default. Please note that the logs incur cost, which are subject to Cloud Logging pricing.

    User can disable container logging by setting this flag to true.

#disable_container_logging=

def disable_container_logging=(value) -> ::Boolean
Parameter
  • value (::Boolean) — If the DeploymentResourcePool is deployed with custom-trained Models or AutoML Tabular Models, the container(s) of the DeploymentResourcePool will send stderr and stdout streams to Cloud Logging by default. Please note that the logs incur cost, which are subject to Cloud Logging pricing.

    User can disable container logging by setting this flag to true.

Returns
  • (::Boolean) — If the DeploymentResourcePool is deployed with custom-trained Models or AutoML Tabular Models, the container(s) of the DeploymentResourcePool will send stderr and stdout streams to Cloud Logging by default. Please note that the logs incur cost, which are subject to Cloud Logging pricing.

    User can disable container logging by setting this flag to true.

#encryption_spec

def encryption_spec() -> ::Google::Cloud::AIPlatform::V1::EncryptionSpec
Returns
  • (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Customer-managed encryption key spec for a DeploymentResourcePool. If set, this DeploymentResourcePool will be secured by this key. Endpoints and the DeploymentResourcePool they deploy in need to have the same EncryptionSpec.

#encryption_spec=

def encryption_spec=(value) -> ::Google::Cloud::AIPlatform::V1::EncryptionSpec
Parameter
  • value (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Customer-managed encryption key spec for a DeploymentResourcePool. If set, this DeploymentResourcePool will be secured by this key. Endpoints and the DeploymentResourcePool they deploy in need to have the same EncryptionSpec.
Returns
  • (::Google::Cloud::AIPlatform::V1::EncryptionSpec) — Customer-managed encryption key spec for a DeploymentResourcePool. If set, this DeploymentResourcePool will be secured by this key. Endpoints and the DeploymentResourcePool they deploy in need to have the same EncryptionSpec.

#name

def name() -> ::String
Returns
  • (::String) — Immutable. The resource name of the DeploymentResourcePool. Format: projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}

#name=

def name=(value) -> ::String
Parameter
  • value (::String) — Immutable. The resource name of the DeploymentResourcePool. Format: projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}
Returns
  • (::String) — Immutable. The resource name of the DeploymentResourcePool. Format: projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}

#satisfies_pzi

def satisfies_pzi() -> ::Boolean
Returns
  • (::Boolean) — Output only. Reserved for future use.

#satisfies_pzs

def satisfies_pzs() -> ::Boolean
Returns
  • (::Boolean) — Output only. Reserved for future use.

#service_account

def service_account() -> ::String
Returns
  • (::String) — The service account that the DeploymentResourcePool's container(s) run as. Specify the email address of the service account. If this service account is not specified, the container(s) run as a service account that doesn't have access to the resource project.

    Users deploying the Models to this DeploymentResourcePool must have the iam.serviceAccounts.actAs permission on this service account.

#service_account=

def service_account=(value) -> ::String
Parameter
  • value (::String) — The service account that the DeploymentResourcePool's container(s) run as. Specify the email address of the service account. If this service account is not specified, the container(s) run as a service account that doesn't have access to the resource project.

    Users deploying the Models to this DeploymentResourcePool must have the iam.serviceAccounts.actAs permission on this service account.

Returns
  • (::String) — The service account that the DeploymentResourcePool's container(s) run as. Specify the email address of the service account. If this service account is not specified, the container(s) run as a service account that doesn't have access to the resource project.

    Users deploying the Models to this DeploymentResourcePool must have the iam.serviceAccounts.actAs permission on this service account.