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Kubernetes issue - online deployment #62

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MurugeswariMuthurajan opened this issue Oct 10, 2022 · 0 comments
Open

Kubernetes issue - online deployment #62

MurugeswariMuthurajan opened this issue Oct 10, 2022 · 0 comments
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@MurugeswariMuthurajan
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Hi,

For taxi mlflow model usecase - online deployment, I tried using Kubernetes as compute resource

As per the Microsoft docs, created aks, configured extensions, attached in ml workspace. Then I tried online deployment via cli v2, where I am facing the below issues - "InferencingClientCallFailed"

image

When deploying via ui, for mlflow models also, it is asking to upload scoring script and environment [ which is not incase of managed instance]

image

So, whether we need to manually add / configure scoring script and environment details for mlflow models when we use Kubernetes?

@MurugeswariMuthurajan MurugeswariMuthurajan changed the title kubernates issue - online deployment Kubernetes issue - online deployment Oct 10, 2022
@setuc setuc self-assigned this Nov 2, 2022
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