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Feature/mlflow image build #1

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merged 15 commits into from
Oct 10, 2024
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renjith-digicat
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Pull Request

Checklist

  • Have you read Digital Catapult's Code of Conduct?
  • I have performed a self-review of my own code.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have made corresponding changes to the documentation.
  • My changes generate no new warnings.
  • I have added tests that prove my fix is effective or that my feature works.
  • New and existing unit tests pass locally with my changes.

PR Type

  • Feature
  • Documentation Update

Linked tickets

https://digicatapult.atlassian.net/browse/BRID-86

High level description

This repo does the following;

  • Connect to mlflow and resolve the model name + model alias into a model uri.
  • Generate a dockerfile that can be used for deploying an MLFlow model using kserve using docker image based approach
  • Update the dockerfile with missing dependencies

This generated dockerfile is later used by the DAG running it for building and pushing a docker image to the container registry of choice using kaniko.

Detailed description

Describe alternatives you've considered

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@renjith-digicat renjith-digicat merged commit 12a2b40 into main Oct 10, 2024
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@renjith-digicat renjith-digicat deleted the feature/mlflow_image_build branch October 10, 2024 10:27
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2 participants