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Create a sample to demonstrate how to include human approval in ML workflow #43

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liupeirong opened this issue Jan 8, 2021 · 1 comment
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@liupeirong
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  1. Document why and what this sample demonstrates.
  2. Write unit tests for the sample.
  3. Create CI/CD pipeline for the sample
@liupeirong liupeirong added this to the M1 milestone Jan 8, 2021
@h2floh
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h2floh commented Jan 13, 2021

Glossary

Term Remark

Scenario or use case

By regulatorily requirements or internal processes in enterprises a human approval can be needed to continue the automated process within a MLOps pipeline or process.

While AML pipelines do not yet provide a manual approval feature the project teams developed a strategy on how to shift the approval workflow towards AzDO pipelines and implemented it in the field.

Acceptance criteria

  • One sample containing a human approval flow for demonstration
  • Best Practice documentation around splitting the work done in AzDO and AML pipelines and where and how to inject the human approval in AzDO pipelines

Stretch Goal

  • Sample for alternative approach via LogicApp or DurableFunctions (just an idea)

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