mlflow

MLflow Roadmap Item

This is an MLflow Roadmap item that has been prioritized by the MLflow maintainers. We're seeking help with the implementation of roadmap items tagged with the help wanted label.

For requirements clarifications and implementation questions, or to request a PR review, please tag @BenWilson2 in your communications related to this issue.

Proposal Summary

Includ

Description

There is no clear documentation about how one should approach deployment once using kedro-mlflow (especially with custom models). I would love to see how one integrates CI/CD or other Ops style tools to achieve code -> mlflow model -> deployed model workflows (as many issues are faced trying to use mlflow serve).

Context

Having a clear cut understanding of the deployment p

The output for the fuseml workflow assign command is:
Workflow "ABC" assigned to codeset "relative-path/XYZ"

This would imply that the codeset is the structural object that the workflow runs on. Since the relationship is actually reverse of this, the output should be:
Codeset "relative-path/XYZ" assigned to workflow "ABC"

Definition of ready
Ready

Description
GAE Flex does not scale to 0, which increases costs unnecessarily when a default_app is added. Deploy the default_app resource on GAE Standard instead.

Definition of done
The default application is deployed on GAE Standard, with the ability to scale to 0