Google Cloud Ai Platform V1 Client - Class Scaling (0.21.0)

Version 0.21.0

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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 \ OnlineServingConfig

Methods

__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