Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ResourcePool (v0.59.0)

Version 0.59.0

• 0.61.0 (latest)
• 0.60.0
• 0.59.0
• 0.58.0
• 0.57.0
• 0.56.0
• 0.55.0
• 0.54.0
• 0.53.0
• 0.52.0
• 0.51.0
• 0.50.0
• 0.49.0
• 0.48.0
• 0.47.0
• 0.46.0
• 0.45.0
• 0.44.0
• 0.43.0
• 0.42.0
• 0.41.0
• 0.40.0
• 0.39.0
• 0.38.0
• 0.37.0
• 0.36.0
• 0.35.0
• 0.34.0
• 0.33.0
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.0
• 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
• 0.14.0
• 0.13.0
• 0.12.0
• 0.11.0
• 0.10.0
• 0.9.1
• 0.8.0
• 0.7.0
• 0.6.0
• 0.5.0
• 0.4.0
• 0.3.0
• 0.2.0
• 0.1.0

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.