TensorFlow Serving ks generate tf-serving-service mnist-service prototype name not found

[karlschriek]

I am working through the following guide: https://www.kubeflow.org/docs/components/tfserving_new/

The very first step here fails (ks generate tf-serving-service mnist-service).

Firstly, if used exactly as above this will result in the following error:

ERROR finding app root from starting path: : unable to find ksonnet project

So it is necessary to first create a ks project and cd to the project folder:

ks init myproject
cd myproject
ks generate tf-serving-service mnist-service

This will then result in the following error:

ERROR no prototype names matched 'tf-serving-service' 

EDIT

I was able to overcome this issue with the following fixes:

Add the kubeflow registry in order to gain access to the necessary prototypes:

ks registry add kubeflow github.com/google/kubeflow/tree/master/kubeflow
export GITHUB_TOKEN=<my generated token> # to avoid "rate limit execeed" error. See https://github.com/ksonnet/ksonnet/blob/master/docs/troubleshooting.md
ks pkg install kubeflow/tf-serving@master # NOTE, this is tf-serving, not tf-serving-service

And then followed by ks generate tf-serving mnist-service

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[sarahmaddox]

This issue is now resolved, as the guide no longer uses ksonnet.
https://www.kubeflow.org/docs/components/serving/tfserving_new/

/close

[k8s-ci-robot]

@sarahmaddox: Closing this issue.

In response to this:

This issue is now resolved, as the guide no longer uses ksonnet.
https://www.kubeflow.org/docs/components/serving/tfserving_new/

/close

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