Skip to content

resources: model serving endpoint in MLOps Stacks Falling while bundle deploy #217

Description

@nirob991995

Hi I wanted to highlight or I wanted to know best way to use
resources:
model_serving_endpoint

this is getting fail while I do code promotion from dev to staging or to prod as mode serving endpoint.yml is getting fail as model is yet not registered as job is not run yet so while we do databricks bundle deploy - t staging or prod then it's fail as model is yet not registered

So best way to use in Azure DevOps CICD

So I have found Mlflow 3 deployment sdk can be use as an task which can create or update endpoint however it is non declarative

Please suggest better way to do that.

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions