Google Cloud Ai Platform V1 Client - Class AutoscalingSpec (1.13.1)

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class AutoscalingSpec.

The min/max number of replicas allowed if enabling autoscaling

Generated from protobuf message google.cloud.aiplatform.v1.ResourcePool.AutoscalingSpec

Namespace

Google \ Cloud \ AIPlatform \ V1 \ ResourcePool

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ min_replica_count	int|string Optional. min replicas in the node pool, must be ≤ replica_count and < max_replica_count or will throw error. For autoscaling enabled Ray-on-Vertex, we allow min_replica_count of a resource_pool to be 0 to match the OSS Ray behavior(https://docs.ray.io/en/latest/cluster/vms/user-guides/configuring-autoscaling.html#cluster-config-parameters). As for Persistent Resource, the min_replica_count must be > 0, we added a corresponding validation inside CreatePersistentResourceRequestValidator.java.
↳ max_replica_count	int|string Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error

getMinReplicaCount

Optional. min replicas in the node pool, must be ≤ replica_count and < max_replica_count or will throw error.

For autoscaling enabled Ray-on-Vertex, we allow min_replica_count of a resource_pool to be 0 to match the OSS Ray behavior(https://docs.ray.io/en/latest/cluster/vms/user-guides/configuring-autoscaling.html#cluster-config-parameters). As for Persistent Resource, the min_replica_count must be > 0, we added a corresponding validation inside CreatePersistentResourceRequestValidator.java.

Returns
Type	Description
int|string

hasMinReplicaCount

clearMinReplicaCount

setMinReplicaCount

Optional. min replicas in the node pool, must be ≤ replica_count and < max_replica_count or will throw error.

For autoscaling enabled Ray-on-Vertex, we allow min_replica_count of a resource_pool to be 0 to match the OSS Ray behavior(https://docs.ray.io/en/latest/cluster/vms/user-guides/configuring-autoscaling.html#cluster-config-parameters). As for Persistent Resource, the min_replica_count must be > 0, we added a corresponding validation inside CreatePersistentResourceRequestValidator.java.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getMaxReplicaCount

Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error

Returns
Type	Description
int|string

hasMaxReplicaCount

clearMaxReplicaCount

setMaxReplicaCount

Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this