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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec.
The min/max number of replicas allowed if enabling autoscaling
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#max_replica_count
def max_replica_count() -> ::Integer
Returns
- (::Integer) — Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error
#max_replica_count=
def max_replica_count=(value) -> ::Integer
Parameter
- value (::Integer) — Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error
Returns
- (::Integer) — Optional. max replicas in the node pool, must be ≥ replica_count and > min_replica_count or will throw error
#min_replica_count
def min_replica_count() -> ::Integer
Returns
- (::Integer) — 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.
#min_replica_count=
def min_replica_count=(value) -> ::Integer
Parameter
- value (::Integer) — 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
- (::Integer) — 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.