Google Cloud Ai Platform V1 Client - Class ResourcePool (0.37.1)

Version 0.37.1

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ResourcePool.

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

Generated from protobuf message google.cloud.aiplatform.v1.ResourcePool

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ id	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	Google\Cloud\AIPlatform\V1\MachineSpec Required. Immutable. The specification of a single machine.
↳ replica_count	int|string Optional. The total number of machines to use for this resource pool.
↳ disk_spec	Google\Cloud\AIPlatform\V1\DiskSpec Optional. Disk spec for the machine in this node pool.
↳ used_replica_count	int|string Output only. The number of machines currently in use by training jobs for this resource pool. Will replace idle_replica_count.
↳ autoscaling_spec	Google\Cloud\AIPlatform\V1\ResourcePool\AutoscalingSpec Optional. Optional spec to configure GKE autoscaling

getId

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
Type	Description
string

setId

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

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getMachineSpec

Required. Immutable. The specification of a single machine.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\MachineSpec|null

hasMachineSpec

clearMachineSpec

setMachineSpec

Required. Immutable. The specification of a single machine.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\MachineSpec

Returns
Type	Description
$this

getReplicaCount

Optional. The total number of machines to use for this resource pool.

Returns
Type	Description
int|string

hasReplicaCount

clearReplicaCount

setReplicaCount

Optional. The total number of machines to use for this resource pool.

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getDiskSpec

Optional. Disk spec for the machine in this node pool.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\DiskSpec|null

hasDiskSpec

clearDiskSpec

setDiskSpec

Optional. Disk spec for the machine in this node pool.

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\DiskSpec

Returns
Type	Description
$this

getUsedReplicaCount

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

Returns
Type	Description
int|string

setUsedReplicaCount

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

Parameter
Name	Description
var	int|string

Returns
Type	Description
$this

getAutoscalingSpec

Optional. Optional spec to configure GKE autoscaling

Returns
Type	Description
Google\Cloud\AIPlatform\V1\ResourcePool\AutoscalingSpec|null

hasAutoscalingSpec

clearAutoscalingSpec

setAutoscalingSpec

Optional. Optional spec to configure GKE autoscaling

Parameter
Name	Description
var	Google\Cloud\AIPlatform\V1\ResourcePool\AutoscalingSpec

Returns
Type	Description
$this