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 \ ResourcePoolMethods
__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 |
|