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queued_resources_create.py

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queued_resources_create.py

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# Copyright 2024 Google LLC
#
# 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
#
# https://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.
import os
from google.cloud.tpu_v2alpha1 import Node
def create_queued_resource(
project_id: str,
zone: str,
tpu_name: str,
tpu_type: str = "v5litepod-4",
runtime_version: str = "v2-tpuv5-litepod",
queued_resource_name: str = "resource-name",
) -> Node:
# [START tpu_queued_resources_create]
from google.cloud import tpu_v2alpha1
# TODO(developer): Update and un-comment below lines
# project_id = "your-project-id"
# zone = "us-central1-a"
# tpu_name = "tpu-name"
# tpu_type = "v5litepod-4"
# runtime_version = "v2-tpuv5-litepod"
# queued_resource_name = "resource-name"
node = tpu_v2alpha1.Node()
node.accelerator_type = tpu_type
# To see available runtime version use command:
# gcloud compute tpus versions list --zone={ZONE}
node.runtime_version = runtime_version
node_spec = tpu_v2alpha1.QueuedResource.Tpu.NodeSpec()
node_spec.parent = f"projects/{project_id}/locations/{zone}"
node_spec.node_id = tpu_name
node_spec.node = node
resource = tpu_v2alpha1.QueuedResource()
resource.tpu = tpu_v2alpha1.QueuedResource.Tpu(node_spec=[node_spec])
request = tpu_v2alpha1.CreateQueuedResourceRequest(
parent=f"projects/{project_id}/locations/{zone}",
queued_resource_id=queued_resource_name,
queued_resource=resource,
)
client = tpu_v2alpha1.TpuClient()
operation = client.create_queued_resource(request=request)
response = operation.result()
print(response.name)
print(response.state)
# Example response:
# projects/[project_id]/locations/[zone]/queuedResources/resource-name
# State.WAITING_FOR_RESOURCES
# [END tpu_queued_resources_create]
return response
if __name__ == "__main__":
PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
ZONE = "us-central1-a"
create_queued_resource(
project_id=PROJECT_ID,
zone=ZONE,
tpu_name="tpu-name",
queued_resource_name="resource-name",
)
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