Model Serving not working

databricks / mlops-stacks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

https://docs.databricks.com/en/dev-tools/bundles/mlops-stacks.html

Apache License 2.0

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Model Serving not working #141

Closed rajeshvinayagam-lab closed 6 months ago

rajeshvinayagam-lab commented 7 months ago

Model Serving is getting failed. Reason: Requires publishing the features to an online store which is missing

Was not able to create online store as mentioned in the documentation( though we don't have specific documentation for GCP ) https://docs.databricks.com/en/machine-learning/feature-store/online-tables.html

Was not able to see the menu for online store

Please let us know if there is specific steps that needs to be followed.

@puviarasu17

arpitjasa-db commented 7 months ago

Hi @rajeshvinayagam-lab I believe you'll need to connect to a third-party online store, here's the AWS docs for it (don't think we have GCP specific ones). Online tables are the Databricks-hosted online store but this feature is still in preview so I think you'd need to sign up for it through a Databricks representative and I don't believe it's available in any GCP regions as of now

arpitjasa-db commented 6 months ago

Closing out this issue since there's been no activity for a month, please feel free to reopen if needed!