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list_tpu.py
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54 lines (44 loc) · 1.63 KB
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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.services.tpu.pagers import ListNodesPager
def list_cloud_tpu(project_id: str, zone: str) -> ListNodesPager:
"""List all TPU nodes in the project and zone.
Args:
project_id (str): The ID of Google Cloud project.
zone (str): The zone of the TPU nodes.
Returns:
ListNodesPager: The list of TPU nodes.
"""
# [START tpu_vm_list]
from google.cloud import tpu_v2
# TODO(developer): Update and un-comment below lines
# project_id = "your-project-id"
# zone = "us-central1-b"
client = tpu_v2.TpuClient()
nodes = client.list_nodes(parent=f"projects/{project_id}/locations/{zone}")
for node in nodes:
print(node.name)
print(node.state)
print(node.accelerator_type)
# Example response:
# projects/[project_id]/locations/[zone]/nodes/node-name
# State.READY
# v2-8
# [END tpu_vm_list]
return nodes
if __name__ == "__main__":
PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
ZONE = "us-central1-a"
list_cloud_tpu(PROJECT_ID, ZONE)