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 anyGetRunOfDeployedModel(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.
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 anyGetRunOfDeployedModel(string experimentId)<- this should fetch the Run of a model currently deployed to productionThe last method should return a
RegisteredModelfor the deployment target populated with theRunand allMetricsetc.