Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DeploymentResourcePool.
A description of resources that can be shared by multiple DeployedModels, whose underlying specification consists of a DedicatedResources.
Generated from protobuf message google.cloud.aiplatform.v1.DeploymentResourcePool
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ name |
string
Immutable. The resource name of the DeploymentResourcePool. Format: |
↳ dedicated_resources |
Google\Cloud\AIPlatform\V1\DedicatedResources
Required. The underlying DedicatedResources that the DeploymentResourcePool uses. |
↳ encryption_spec |
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. |
↳ service_account |
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 |
↳ 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 |
↳ create_time |
Google\Protobuf\Timestamp
Output only. Timestamp when this DeploymentResourcePool was created. |
getName
Immutable. The resource name of the DeploymentResourcePool.
Format:
projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}
| Returns | |
|---|---|
| Type | Description |
string |
|
setName
Immutable. The resource name of the DeploymentResourcePool.
Format:
projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getDedicatedResources
Required. The underlying DedicatedResources that the DeploymentResourcePool uses.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\DedicatedResources|null |
|
hasDedicatedResources
clearDedicatedResources
setDedicatedResources
Required. The underlying DedicatedResources that the DeploymentResourcePool uses.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\DedicatedResources
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getEncryptionSpec
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 | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\EncryptionSpec|null |
|
hasEncryptionSpec
clearEncryptionSpec
setEncryptionSpec
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.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\EncryptionSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getServiceAccount
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 | |
|---|---|
| Type | Description |
string |
|
setServiceAccount
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.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getDisableContainerLogging
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 | |
|---|---|
| Type | Description |
bool |
|
setDisableContainerLogging
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.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getCreateTime
Output only. Timestamp when this DeploymentResourcePool was created.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Timestamp|null |
|
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this DeploymentResourcePool was created.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Timestamp
|
| Returns | |
|---|---|
| Type | Description |
$this |
|