mmv1/products/tpu/Node.yaml (169 lines of code) (raw):
# Copyright 2024 Google Inc.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
---
name: 'Node'
description: |
A Cloud TPU instance.
references:
guides:
'Official Documentation': 'https://cloud.google.com/tpu/docs/'
api: 'https://cloud.google.com/tpu/docs/reference/rest/v1/projects.locations.nodes'
deprecation_message: >-
`google_tpu_node` is deprecated and will be removed in a future major release.
Use `google_tpu_v2_vm` instead. For moving from TPU Node to TPU VM architecture, see
https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#from-tpu-node-to-tpu-vm.
base_url: 'projects/{{project}}/locations/{{zone}}/nodes'
self_link: 'projects/{{project}}/locations/{{zone}}/nodes/{{name}}'
create_url: 'projects/{{project}}/locations/{{zone}}/nodes?nodeId={{name}}'
immutable: true
timeouts:
insert_minutes: 20
update_minutes: 20
delete_minutes: 20
autogen_async: true
async:
actions: ['create', 'delete', 'update']
type: 'OpAsync'
operation:
base_url: '{{op_id}}'
result:
resource_inside_response: true
custom_code:
constants: 'templates/terraform/constants/tpu_node.tmpl'
custom_diff:
- 'tpuNodeCustomizeDiff'
sweeper:
url_substitutions:
- zone: "us-central1-b"
examples:
- name: 'tpu_node_basic'
primary_resource_id: 'tpu'
vars:
node_name: 'test-tpu'
# resource is deprecated
exclude_test: true
- name: 'tpu_node_full'
primary_resource_id: 'tpu'
vars:
node_name: 'test-tpu'
global_address_name: 'my-global-address'
network_name: 'tpu-node-network'
exclude_test: true
- name: 'tpu_node_full_test'
primary_resource_id: 'tpu'
vars:
node_name: 'test-tpu'
network_name: 'tpu-node-network'
test_vars_overrides:
'network_name': 'acctest.BootstrapSharedServiceNetworkingConnection(t, "vpc-network-1")'
# resource is deprecated
exclude_test: true
exclude_docs: true
parameters:
# TODO: resourceref?
- name: 'zone'
type: String
description: |
The GCP location for the TPU. If it is not provided, the provider zone is used.
url_param_only: true
immutable: true
default_from_api: true
properties:
- name: 'name'
type: String
description: |
The immutable name of the TPU.
required: true
immutable: true
custom_flatten: 'templates/terraform/custom_flatten/name_from_self_link.tmpl'
- name: 'description'
type: String
description: |
The user-supplied description of the TPU. Maximum of 512 characters.
immutable: true
- name: 'acceleratorType'
type: String
description: |
The type of hardware accelerators associated with this node.
required: true
immutable: true
- name: 'tensorflowVersion'
type: String
description: |
The version of Tensorflow running in the Node.
required: true
update_url: 'projects/{{project}}/locations/{{zone}}/nodes/{{name}}:reimage'
update_verb: 'POST'
- name: 'network'
type: String
description: |
The name of a network to peer the TPU node to. It must be a
preexisting Compute Engine network inside of the project on which
this API has been activated. If none is provided, "default" will be
used.
immutable: true
default_from_api: true
diff_suppress_func: 'tpgresource.CompareSelfLinkOrResourceName'
- name: 'cidrBlock'
type: String
description: |
The CIDR block that the TPU node will use when selecting an IP
address. This CIDR block must be a /29 block; the Compute Engine
networks API forbids a smaller block, and using a larger block would
be wasteful (a node can only consume one IP address).
Errors will occur if the CIDR block has already been used for a
currently existing TPU node, the CIDR block conflicts with any
subnetworks in the user's provided network, or the provided network
is peered with another network that is using that CIDR block.
immutable: true
default_from_api: true
conflicts:
- use_service_networking
- name: 'serviceAccount'
type: String
description: |
The service account used to run the tensor flow services within the
node. To share resources, including Google Cloud Storage data, with
the Tensorflow job running in the Node, this account must have
permissions to that data.
output: true
- name: 'useServiceNetworking'
type: Boolean
description: |
Whether the VPC peering for the node is set up through Service Networking API.
The VPC Peering should be set up before provisioning the node. If this field is set,
cidr_block field should not be specified. If the network that you want to peer the
TPU Node to is a Shared VPC network, the node must be created with this this field enabled.
immutable: true
conflicts:
- cidr_block
default_value: false
- name: 'schedulingConfig'
type: NestedObject
description: |
Sets the scheduling options for this TPU instance.
immutable: true
diff_suppress_func: 'compareTpuNodeSchedulingConfig'
properties:
- name: 'preemptible'
type: Boolean
description: |
Defines whether the TPU instance is preemptible.
required: true
diff_suppress_func: 'compareTpuNodeSchedulingConfig'
- name: 'networkEndpoints'
type: Array
description: |
The network endpoints where TPU workers can be accessed and sent work.
It is recommended that Tensorflow clients of the node first reach out
to the first (index 0) entry.
output: true
item_type:
type: NestedObject
properties:
- name: 'ipAddress'
type: String
description: |
The IP address of this network endpoint.
output: true
- name: 'port'
type: Integer
description: |
The port of this network endpoint.
output: true
- name: 'labels'
type: KeyValueLabels
description: Resource labels to represent user provided metadata.
immutable: true