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Add ability to get deployed model for a deployment target #252

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aslotte opened this issue Aug 3, 2020 · 0 comments
Open

Add ability to get deployed model for a deployment target #252

aslotte opened this issue Aug 3, 2020 · 0 comments

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@aslotte
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aslotte commented Aug 3, 2020

Is your feature request related to a problem? Please describe.
We need the ability to get the run, registered model and metrics for a model currently deployed to production.

Describe the solution you'd like
We should add two methods

  • GetDeployedModel(string experimentId, DeploymentTarget deploymentTarget)
  • GetRunOfDeployedModel(string experimentId, DeploymentTarget deploymentTarget)
  • GetDeployedModel(string experimentId) <- this should fetch the model deployed to production if any
  • GetRunOfDeployedModel(string experimentId) <- this should fetch the Run of a model currently deployed to production

The last method should return a RegisteredModel for the deployment target populated with the Run and all Metrics etc.

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