Class DeploymentResourcePool (1.54.1)

Version 1.54.1

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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.