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Collect data from models in production with AzureML SDK v2

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Assessment

Difficulty
4/5
Estimated time
3-5 days
Newbie friendliness
25/100
Issue type
Documentation
Clarity
Needs clarification
Activity status
Stale
Tech stack
azure, machine-learning
Domain
cloud, documentation, machine-learning

Research direction

Start with the linked Azure Machine Learning v1 data-collection documentation and compare it with the SDK v2 KubernetesOnlineDeployment reference, especially the missing collect_model_data parameter. Determine whether SDK v2 supports an equivalent workflow and document the supported steps or limitation; the result should answer how data collection is enabled for SDK v2.

Written by the indexing model from the issue text.

Description

Hi,

I have read this documentation https://learn.microsoft.com/en-us/azure/machine-learning/v1/how-to-enable-data-collection and would also like to apply this to my current project, but in my current project I am using AzureML SDK v2, and "KubernetesOnlineDeployment" class do not have parameter collect_model_data.

Could you help here? how should I enable the data collection with SDK V2?

Many thanks in advance!

Dominant language
Jupyter Notebook
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