Google Cloud Ai Platform V1 Client - Class AutoscalingSpec (1.3.0)

Version 1.3.0

• 1.10.0 (latest)
• 1.9.0
• 1.8.0
• 1.7.0
• 1.6.0
• 1.5.0
• 1.4.0
• 1.3.0
• 1.2.0
• 1.1.0
• 1.0.0
• 0.39.0
• 0.38.0
• 0.37.1
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.2
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.13.0
• 0.12.0
• 0.11.1
• 0.10.0

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