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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.