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.
Optional. Optional spec to configure GKE or Ray-on-Vertex 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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Google Cloud Ai Platform V1 Client - Class ResourcePool (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/php/docs/reference/cloud-ai-platform/latest/V1.ResourcePool)\n- [1.34.0](/php/docs/reference/cloud-ai-platform/1.34.0/V1.ResourcePool)\n- [1.33.0](/php/docs/reference/cloud-ai-platform/1.33.0/V1.ResourcePool)\n- [1.32.1](/php/docs/reference/cloud-ai-platform/1.32.1/V1.ResourcePool)\n- [1.31.0](/php/docs/reference/cloud-ai-platform/1.31.0/V1.ResourcePool)\n- [1.30.0](/php/docs/reference/cloud-ai-platform/1.30.0/V1.ResourcePool)\n- [1.26.0](/php/docs/reference/cloud-ai-platform/1.26.0/V1.ResourcePool)\n- [1.23.0](/php/docs/reference/cloud-ai-platform/1.23.0/V1.ResourcePool)\n- [1.22.0](/php/docs/reference/cloud-ai-platform/1.22.0/V1.ResourcePool)\n- [1.21.0](/php/docs/reference/cloud-ai-platform/1.21.0/V1.ResourcePool)\n- [1.20.0](/php/docs/reference/cloud-ai-platform/1.20.0/V1.ResourcePool)\n- [1.19.0](/php/docs/reference/cloud-ai-platform/1.19.0/V1.ResourcePool)\n- [1.18.0](/php/docs/reference/cloud-ai-platform/1.18.0/V1.ResourcePool)\n- [1.17.0](/php/docs/reference/cloud-ai-platform/1.17.0/V1.ResourcePool)\n- [1.16.0](/php/docs/reference/cloud-ai-platform/1.16.0/V1.ResourcePool)\n- [1.15.0](/php/docs/reference/cloud-ai-platform/1.15.0/V1.ResourcePool)\n- [1.14.0](/php/docs/reference/cloud-ai-platform/1.14.0/V1.ResourcePool)\n- [1.13.1](/php/docs/reference/cloud-ai-platform/1.13.1/V1.ResourcePool)\n- [1.12.0](/php/docs/reference/cloud-ai-platform/1.12.0/V1.ResourcePool)\n- [1.11.0](/php/docs/reference/cloud-ai-platform/1.11.0/V1.ResourcePool)\n- [1.10.0](/php/docs/reference/cloud-ai-platform/1.10.0/V1.ResourcePool)\n- [1.9.0](/php/docs/reference/cloud-ai-platform/1.9.0/V1.ResourcePool)\n- [1.8.0](/php/docs/reference/cloud-ai-platform/1.8.0/V1.ResourcePool)\n- [1.7.0](/php/docs/reference/cloud-ai-platform/1.7.0/V1.ResourcePool)\n- [1.6.0](/php/docs/reference/cloud-ai-platform/1.6.0/V1.ResourcePool)\n- [1.5.0](/php/docs/reference/cloud-ai-platform/1.5.0/V1.ResourcePool)\n- [1.4.0](/php/docs/reference/cloud-ai-platform/1.4.0/V1.ResourcePool)\n- [1.3.0](/php/docs/reference/cloud-ai-platform/1.3.0/V1.ResourcePool)\n- [1.2.0](/php/docs/reference/cloud-ai-platform/1.2.0/V1.ResourcePool)\n- [1.1.0](/php/docs/reference/cloud-ai-platform/1.1.0/V1.ResourcePool)\n- [1.0.0](/php/docs/reference/cloud-ai-platform/1.0.0/V1.ResourcePool)\n- [0.39.0](/php/docs/reference/cloud-ai-platform/0.39.0/V1.ResourcePool)\n- [0.38.0](/php/docs/reference/cloud-ai-platform/0.38.0/V1.ResourcePool)\n- [0.37.1](/php/docs/reference/cloud-ai-platform/0.37.1/V1.ResourcePool)\n- [0.32.0](/php/docs/reference/cloud-ai-platform/0.32.0/V1.ResourcePool)\n- [0.31.0](/php/docs/reference/cloud-ai-platform/0.31.0/V1.ResourcePool)\n- [0.30.0](/php/docs/reference/cloud-ai-platform/0.30.0/V1.ResourcePool)\n- [0.29.0](/php/docs/reference/cloud-ai-platform/0.29.0/V1.ResourcePool)\n- [0.28.0](/php/docs/reference/cloud-ai-platform/0.28.0/V1.ResourcePool)\n- [0.27.0](/php/docs/reference/cloud-ai-platform/0.27.0/V1.ResourcePool)\n- [0.26.2](/php/docs/reference/cloud-ai-platform/0.26.2/V1.ResourcePool)\n- [0.25.0](/php/docs/reference/cloud-ai-platform/0.25.0/V1.ResourcePool)\n- [0.24.0](/php/docs/reference/cloud-ai-platform/0.24.0/V1.ResourcePool)\n- [0.23.0](/php/docs/reference/cloud-ai-platform/0.23.0/V1.ResourcePool)\n- [0.22.0](/php/docs/reference/cloud-ai-platform/0.22.0/V1.ResourcePool)\n- [0.21.0](/php/docs/reference/cloud-ai-platform/0.21.0/V1.ResourcePool)\n- [0.20.0](/php/docs/reference/cloud-ai-platform/0.20.0/V1.ResourcePool)\n- [0.19.0](/php/docs/reference/cloud-ai-platform/0.19.0/V1.ResourcePool)\n- [0.18.0](/php/docs/reference/cloud-ai-platform/0.18.0/V1.ResourcePool)\n- [0.17.0](/php/docs/reference/cloud-ai-platform/0.17.0/V1.ResourcePool)\n- [0.16.0](/php/docs/reference/cloud-ai-platform/0.16.0/V1.ResourcePool)\n- [0.15.0](/php/docs/reference/cloud-ai-platform/0.15.0/V1.ResourcePool)\n- [0.13.0](/php/docs/reference/cloud-ai-platform/0.13.0/V1.ResourcePool)\n- [0.12.0](/php/docs/reference/cloud-ai-platform/0.12.0/V1.ResourcePool)\n- [0.11.1](/php/docs/reference/cloud-ai-platform/0.11.1/V1.ResourcePool)\n- [0.10.0](/php/docs/reference/cloud-ai-platform/0.10.0/V1.ResourcePool) \nReference documentation and code samples for the Google Cloud Ai Platform V1 Client class ResourcePool.\n\nRepresents the spec of a group of resources of the same type,\nfor example machine type, disk, and accelerators, in a PersistentResource.\n\nGenerated from protobuf message `google.cloud.aiplatform.v1.ResourcePool`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ AIPlatform \\\\ V1\n\nMethods\n-------\n\n### __construct\n\nConstructor.\n\n### getId\n\nImmutable. The unique ID in a PersistentResource for referring to this\nresource pool. User can specify it if necessary. Otherwise, it's generated\nautomatically.\n\n### setId\n\nImmutable. The unique ID in a PersistentResource for referring to this\nresource pool. User can specify it if necessary. Otherwise, it's generated\nautomatically.\n\n### getMachineSpec\n\nRequired. Immutable. The specification of a single machine.\n\n### hasMachineSpec\n\n### clearMachineSpec\n\n### setMachineSpec\n\nRequired. Immutable. The specification of a single machine.\n\n### getReplicaCount\n\nOptional. The total number of machines to use for this resource pool.\n\n### hasReplicaCount\n\n### clearReplicaCount\n\n### setReplicaCount\n\nOptional. The total number of machines to use for this resource pool.\n\n### getDiskSpec\n\nOptional. Disk spec for the machine in this node pool.\n\n### hasDiskSpec\n\n### clearDiskSpec\n\n### setDiskSpec\n\nOptional. Disk spec for the machine in this node pool.\n\n### getUsedReplicaCount\n\nOutput only. The number of machines currently in use by training jobs for\nthis resource pool. Will replace idle_replica_count.\n\n### setUsedReplicaCount\n\nOutput only. The number of machines currently in use by training jobs for\nthis resource pool. Will replace idle_replica_count.\n\n### getAutoscalingSpec\n\nOptional. Optional spec to configure GKE or Ray-on-Vertex autoscaling\n\n### hasAutoscalingSpec\n\n### clearAutoscalingSpec\n\n### setAutoscalingSpec\n\nOptional. Optional spec to configure GKE or Ray-on-Vertex autoscaling"]]
