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Add additional methods to MLOps.NET.CLI #383

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aslotte opened this issue Oct 3, 2020 · 4 comments
Open

Add additional methods to MLOps.NET.CLI #383

aslotte opened this issue Oct 3, 2020 · 4 comments
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@aslotte
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aslotte commented Oct 3, 2020

Is your feature request related to a problem? Please describe.
We currently have MLOps.NET.CLI, a global dotnet tool to access MLOps.NET through the CLI. We need to add additional methods to the CLI tool.

Describe the solution you'd like
TBD - we can discuss the number of methods that needs to be added here, but I was thinking a couple of more around configuration of a container registry, Kubernetes and deploying a model to a cluster.

@AnoojNair
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@aslotte I can take this one, if that's ok.

@aslotte
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aslotte commented Oct 12, 2020

That would be great @AnoojNair, please do! If you want to, see if you can list which methods you want to add, and if it makes sense, go ahead and create another ticket for other methods you may not cover.

@AnoojNair
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AnoojNair commented Oct 17, 2020

@aslotte Here are the commands that I think would be good to add.

Deployment

  1. set-kube-config --location path-to-kube-config
  2. create-deployment-target --target-name name --is-prod flag
  3. deploy-model-uri --experiment-id id --run-id id --target-name name
  4. deploy-model-kubernetes --experiment-id id --run-id id --target-name name
  5. build-push-image --experiment-id id
  6. get-deployments --experiment-id id

Evaluation

  1. get-confusion-matrix --run-id id

LifeCycle

  1. get-best-run --experiment-id id --metric-name name

ModelCatalog

  1. get-run-artifacts --run-id id

@aslotte
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aslotte commented Oct 20, 2020

Looks great @AnoojNair!

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