Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ResourcePool (v0.48.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ResourcePool.

Represents the spec of a group of resources of the same type, for example machine type, disk, and accelerators, in a PersistentResource.

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#autoscaling_spec

def autoscaling_spec() -> ::Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec

Returns

(::Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec) — Optional. Optional spec to configure GKE or Ray-on-Vertex autoscaling

#autoscaling_spec=

def autoscaling_spec=(value) -> ::Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec

Parameter

value (::Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec) — Optional. Optional spec to configure GKE or Ray-on-Vertex autoscaling

Returns

(::Google::Cloud::AIPlatform::V1::ResourcePool::AutoscalingSpec) — Optional. Optional spec to configure GKE or Ray-on-Vertex autoscaling

#disk_spec

def disk_spec() -> ::Google::Cloud::AIPlatform::V1::DiskSpec

Returns

(::Google::Cloud::AIPlatform::V1::DiskSpec) — Optional. Disk spec for the machine in this node pool.

#disk_spec=

def disk_spec=(value) -> ::Google::Cloud::AIPlatform::V1::DiskSpec

Parameter

value (::Google::Cloud::AIPlatform::V1::DiskSpec) — Optional. Disk spec for the machine in this node pool.

Returns

(::Google::Cloud::AIPlatform::V1::DiskSpec) — Optional. Disk spec for the machine in this node pool.

#id

def id() -> ::String

Returns

(::String) — Immutable. The unique ID in a PersistentResource for referring to this resource pool. User can specify it if necessary. Otherwise, it's generated automatically.

#id=

def id=(value) -> ::String

Parameter

value (::String) — Immutable. The unique ID in a PersistentResource for referring to this resource pool. User can specify it if necessary. Otherwise, it's generated automatically.

Returns

(::String) — Immutable. The unique ID in a PersistentResource for referring to this resource pool. User can specify it if necessary. Otherwise, it's generated automatically.

#machine_spec

def machine_spec() -> ::Google::Cloud::AIPlatform::V1::MachineSpec

Returns

(::Google::Cloud::AIPlatform::V1::MachineSpec) — Required. Immutable. The specification of a single machine.

#machine_spec=

def machine_spec=(value) -> ::Google::Cloud::AIPlatform::V1::MachineSpec

Parameter

value (::Google::Cloud::AIPlatform::V1::MachineSpec) — Required. Immutable. The specification of a single machine.

Returns

(::Google::Cloud::AIPlatform::V1::MachineSpec) — Required. Immutable. The specification of a single machine.

#replica_count

def replica_count() -> ::Integer

Returns

(::Integer) — Optional. The total number of machines to use for this resource pool.

#replica_count=

def replica_count=(value) -> ::Integer

Parameter

value (::Integer) — Optional. The total number of machines to use for this resource pool.

Returns

(::Integer) — Optional. The total number of machines to use for this resource pool.

#used_replica_count

def used_replica_count() -> ::Integer

Returns

(::Integer) — Output only. The number of machines currently in use by training jobs for this resource pool. Will replace idle_replica_count.