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Set up a backup for registered models #150

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laurencejackson opened this issue Jun 8, 2023 · 0 comments
Open

Set up a backup for registered models #150

laurencejackson opened this issue Jun 8, 2023 · 0 comments

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@laurencejackson
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Due to storage limitations, we are unable to backup the entire mlflow artifact store, as a minimum, we will backup the mlflow_db which should allow us to retrain and reproduce any artifacts from a particular run.

In addition to this, we should backup the model registry to ensure deployed models can be restored quickly.
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@laurencejackson