GCP Vertex AI - gcloud ai endpoints create defined 的返回值是多少？

Question

Where is the return value of gcloud ai endpoints create defined and documented?

I am following GCP coursera Vertex AI model monitoring Lab: Vertex AI Model Monitoring and the task is asking to get the model endpoint ID from the gcloud ai endpoints create command output.

# Deploy your model to the endpoint
ENDPOINT_NAME = "churn"
output = !gcloud --quiet beta ai endpoints create --display-name=$ENDPOINT_NAME --format="value(name)"
print("endpoint output: ", output)

ENDPOINT = output[-1]
ENDPOINT_ID = # TODO: Your code goes here

gcloud ai endpoints create documentation shows no information of its return value.

Where is it documented?

Answer 1

The command returns long running operation . There is also documentation of it in Python , see Returns section.

See sample curl request for long-running operation:

curl -X GET \
-H "Authorization: Bearer "$(gcloud auth application-default print-access-token) \
"https://LOCATION-aiplatform.googleapis.com/v1/OPERATION_NAME"

note : OPERATION_NAME can be found on your request via API, mine was creation of dataset

Result: