Class DeploymentResourcePool (1.53.0)

DeploymentResourcePool(mapping=None, *, ignore_unknown_fields=False, **kwargs)

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

Attributes
Name Description
name str
Immutable. The resource name of the DeploymentResourcePool. Format: projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}
dedicated_resources google.cloud.aiplatform_v1.types.DedicatedResources
Required. The underlying DedicatedResources that the DeploymentResourcePool uses.
encryption_spec google.cloud.aiplatform_v1.types.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.
service_account str
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.
disable_container_logging bool
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
create_time google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this DeploymentResourcePool was created.

Methods

DeploymentResourcePool

DeploymentResourcePool(mapping=None, *, ignore_unknown_fields=False, **kwargs)

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