create `mlops release` function to push artifacts to cloud for build - Githubissues

GSTT-CSC / MLOps

Framework for building ML apps

GNU General Public License v3.0

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create `mlops release` function to push artifacts to cloud for build #141

Closed laurencejackson closed 1 year ago

laurencejackson commented 1 year ago

@AnilMistry

laurencejackson commented 1 year ago

Running mlops <release mlflow_run_id> <release_type (minor, major, patch)> could do the following actions:

objective is to create a release staging branch to merge into main, approval by CSO

increment version number based on a query to main branch of githhub
write version number to data file
create a release branch named by version from device file
upload model and data manifest artifacts to repo/cloud storage
saves data files as yml and pushes to cloud

rest of release is handled by GHA

laurencejackson commented 1 year ago

Related to https://github.com/GSTT-CSC/wrist-fracture-x-ray/issues/114

laurencejackson commented 1 year ago

superseded by #142