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start_tpu.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_v2 import Node
def start_cloud_tpu(project_id: str, zone: str, tpu_name: str = "tpu-name") -> Node:
"""Start a TPU node.
Args:
project_id (str): The ID of Google Cloud project.
zone (str): The zone of the TPU node.
tpu_name (str): The name of the TPU node to start.
Returns:
Node: The started TPU node.
"""
# [START tpu_vm_start]
from google.cloud import tpu_v2
# TODO(developer): Update and un-comment below lines
# project_id = "your-project-id"
# zone = "us-central1-a"
# tpu_name = "tpu-name"
client = tpu_v2.TpuClient()
request = tpu_v2.StartNodeRequest(
name=f"projects/{project_id}/locations/{zone}/nodes/{tpu_name}",
)
try:
operation = client.start_node(request=request)
print("Waiting for start operation to complete...")
response = operation.result()
print(f"TPU {tpu_name} has been started")
print(response.state)
# Example response:
# State.READY
except Exception as e:
print(e)
raise e
# [END tpu_vm_start]
return response
if __name__ == "__main__":
PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
ZONE = "us-central1-a"
start_cloud_tpu(PROJECT_ID, ZONE, "tpu-name")