Modify upload model to dockerhub workflow to support backward compatibility #68
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Closes #67
This PR introduces a lot of changes. The upload-model-to-dockerhub workflow first tries to build a model's image using Ersilia Pack, if it fails, and if the model is packed using the legacy format, then the workflow tries building with Multi Stage + Conda Pack approach, and finally, failing both these approaches, the Legacy BentoML approach is utilized.
The Multi Stage + Conda Pack approach, and Legacy BentoML approach are packed into a single parameterized callable workflow at
upload-bentoml.yml
, while Ersilia Pack model build is packed intoupload-ersiliapack.yml
.Finally, the actions that run post model image upload are refactored into a new workflow because I could not manage to create an execution graph where a job with those actions would run if any one of the model building approaches had worked.