Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

dockerignore is ignored #133

Open
laurencejackson opened this issue Jan 17, 2023 · 0 comments
Open

dockerignore is ignored #133

laurencejackson opened this issue Jan 17, 2023 · 0 comments

Comments

@laurencejackson
Copy link
Collaborator

laurencejackson commented Jan 17, 2023

Running mlflow projects in the docker environment does not honour .dockerignore.

This has been an outstanding issue on mlflow for a long time and does not appear to be progressing. We should look at alternatives for running projects. Options:

  1. plain python execution with venv
    • advantage - simple
    • disadvantage - uncontrolled
  2. docker run script as entrypoint
    • advantage - controlled, most similar to the current method
    • disadvantage - requires some (minor?) MLOps rework, do we lose any of the mlflow project features?

I'm leaning towards option 2 as this offers the best compatibility with existing work. Please feel free to suggest any alternatives or opinions below.

related to #132

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant