GSTT-CSC / GSTT-CSC/MLOps

dockerignore is ignored

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#133 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
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23
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6
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3h 56m
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1

Description

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

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