Code

New model images#511

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brifordwylie merged 35 commits intomainSuperCowPowers/workbench:mainfrom new_model_imagesSuperCowPowers/workbench:new_model_imagesCopy head branch name to clipboardMar 2, 2025

+1,625-59

Commits

Commits on Mar 1, 2025

• adding new model images for training and inference

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• adding the code/docker for the workbench model image generation (WIP)

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• adding the code/docker for the workbench model image generation (WIP)

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• adding the code/docker for the workbench model image generation (WIP)

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• making a mock_estimator class for testing the training image

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• just some cleanup

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• cleanup and simplification

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• cleanup and simplification

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• removing some old test code

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• refactoring inference entry_point and test harness

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  84d1db8

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• fixing StringIO imports

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• improved json handling

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• change test data a bit

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• changing repo naming

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• changing InferenceImage to ModelImages

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• using new model images

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• unlocking scikit-learn version

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• switching over to 'serve' script

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• cleaning up the requirements.txt files for models since our new training/inference images include these pacakges

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• making the serve script executable

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Commits on Mar 2, 2025

• refactoring the training and inference containers

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  c2f8a37

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• simplifying the inference entry point

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  5f230e3

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• adding code and metadata to model dir (for pick up by inference container)

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• changing script args so they don't fail if ENV vars aren't set

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• changing script args so they don't fail if ENV vars aren't set

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  951511b

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• changing logic for copying code files/directories

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• PYTHONPATH doesn't work with importlib, so use sys.path

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  f424222

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• fixing the file/dir copy from code to model dir

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• flake8/linter cleanup

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• adding install requirements.txt for inference entry point

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• putting in a better pip install (with cache) and better ping response

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• flake8/linter cleanup

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  9246be4

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• new version of rdkit

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• unlocking scikit-learn version

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  4911c05

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• fix test

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