Knowledge Graph — Coursera NotesOrganizationsMicrosoftAzureAzure Kubernetes Service (AKS)

AKS Web Service Testing

feature · part of Azure Kubernetes Service (AKS)

After deployment, test the web service using the run method with sample data, or via raw HTTP request. Example: send a JSON payload with 'data' key containing a list of feature values.

import json
test_sample = json.dumps({'data': [[1,2,3,4,5,6,7,8,9,10]]})
response = service.run(test_sample)
print(response)

After testing, delete the AKS service and model to avoid ongoing costs. The notebook demonstrates cleanup steps.

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