Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Scaling.
Online serving scaling configuration. If min_node_count and max_node_count are set to the same value, the cluster will be configured with the fixed number of node (no auto-scaling).
Generated from protobuf message google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig.Scaling
Namespace
Google \ Cloud \ AIPlatform \ V1 \ Featurestore \ OnlineServingConfigMethods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ min_node_count |
int
Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1. |
↳ max_node_count |
int
The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'. |
↳ cpu_utilization_target |
int
Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50. |
getMinNodeCount
Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1.
| Returns | |
|---|---|
| Type | Description |
int |
|
setMinNodeCount
Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getMaxNodeCount
The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'.
| Returns | |
|---|---|
| Type | Description |
int |
|
setMaxNodeCount
The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getCpuUtilizationTarget
Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50.
| Returns | |
|---|---|
| Type | Description |
int |
|
setCpuUtilizationTarget
Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|