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[FR] Raise an exception if `mlflow.get_artifact_uri()` used outside of an active run

Open mohammedsalah-ai opened this issue 7 months ago • 5 comments

Willingness to contribute

No. I cannot contribute this feature at this time.

Proposal Summary

It's just to avoid new users having the problem that I went through which is detailed in issue #12564

Motivation

What is the use case for this feature?

just to avoid confusion

Why is this use case valuable to support for MLflow users in general?

ensuring control over mlflow so it won't create runs unexpectedly

Details

again all details to understand the issue it outlined here issue #12564

What component(s) does this bug affect?

  • [X] area/artifacts: Artifact stores and artifact logging
  • [ ] area/build: Build and test infrastructure for MLflow
  • [ ] area/deployments: MLflow Deployments client APIs, server, and third-party Deployments integrations
  • [ ] area/docs: MLflow documentation pages
  • [ ] area/examples: Example code
  • [X] area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • [X] area/models: MLmodel format, model serialization/deserialization, flavors
  • [ ] area/recipes: Recipes, Recipe APIs, Recipe configs, Recipe Templates
  • [ ] area/projects: MLproject format, project running backends
  • [ ] area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • [ ] area/server-infra: MLflow Tracking server backend
  • [ ] area/tracking: Tracking Service, tracking client APIs, autologging

What interface(s) does this bug affect?

  • [ ] area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • [ ] area/docker: Docker use across MLflow's components, such as MLflow Projects and MLflow Models
  • [ ] area/sqlalchemy: Use of SQLAlchemy in the Tracking Service or Model Registry
  • [ ] area/windows: Windows support

What language(s) does this bug affect?

  • [ ] language/r: R APIs and clients
  • [ ] language/java: Java APIs and clients
  • [ ] language/new: Proposals for new client languages

What integration(s) does this bug affect?

  • [ ] integrations/azure: Azure and Azure ML integrations
  • [ ] integrations/sagemaker: SageMaker integrations
  • [ ] integrations/databricks: Databricks integrations

mohammedsalah-ai avatar Jul 04 '24 10:07 mohammedsalah-ai