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ant0nsc
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Two sections are still empty. Also, something wrong there with "environment_win.yml", it is marked as a binary file in the UI??
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Looking great! 2 minor things:
- please add a "do not edit" comment in both locked environments
- change the PR title to remove the "proof-of-concept" thing
peterhessey
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ENH: Environment locking proof-of-concept
ENH: Add Environment Locking
May 30, 2022
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fepegar
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Approved with some minor comments.
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Closes #726
This includes changes to how we handle primary and secondary dependencies in the InnerEye Deep Learning library. Locking is now performed through the use of
conda export
, preventing secondary versions from switching unexpectedly. Through the use of a bash script the env is locked and anenvironment.yml
suitable for ingestion by AzureML is constructed.This is far from a perfect solution, but at the very least significantly reduces the chance of pipelines failing due to secondary dependency version changes.