Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::DeploymentResourcePool (v0.42.0)

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

(::Google::Protobuf::Timestamp) — Output only. Timestamp when this DeploymentResourcePool was created.

#dedicated_resources

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

Returns

(::Google::Cloud::AIPlatform::V1::DedicatedResources) — Required. The underlying DedicatedResources that the DeploymentResourcePool uses.

#dedicated_resources=

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

Parameter

value (::Google::Cloud::AIPlatform::V1::DedicatedResources) — Required. The underlying DedicatedResources that the DeploymentResourcePool uses.

Returns

(::Google::Cloud::AIPlatform::V1::DedicatedResources) — Required. The underlying DedicatedResources that the DeploymentResourcePool uses.

#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}

#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.