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mlflow

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Jingnan-Jia
Jingnan-Jia commented Apr 27, 2022

Please fill in this feature request template to ensure a timely and thorough response.

Willingness to contribute

The MLflow Community encourages new feature contributions. Would you or another member of your organization be willing to contribute an implementation of this feature (either as an MLflow Plugin or an enhancement to the MLflow code base)?

  • Yes. I can contribute this f
enhancement good first issue help wanted area/tracking
anishshah97
anishshah97 commented Sep 14, 2021

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

documentation help wanted good first issue question
alexarnoldy
alexarnoldy commented Sep 13, 2021

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"

bug good first issue area/cli
AlexisVLRT
AlexisVLRT commented Apr 6, 2021

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

enhancement good first issue TODO before 1.0

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