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awslabs / aiops-modules

AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large Language Models (LLM) and GenAI development and operations on AWS

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[FEATURE] add RDS persistence option to `mlflow-fargate` module

kukushking opened this issue · comments

commented

Is your feature request related to a problem? Please describe.
No.

Describe the solution you'd like
I would like to be able to use RDS for mlflow metadata storage. mlflow-fargate module should provide configuration options to support RDS instead of default EFS-based persistence. The mlflow-image module should be adapted to allow specify database URI to connect to and store experiments and model metadata.

Describe alternatives you've considered
Alternative is already built-in via EFS volume mounted to mlflow-fargate. This adds another option for RDS-backed persistence.

Additional context
Add any other context or screenshots about the feature request here.

commented

We should use RDS module from IDF awslabs/idf-modules#125 when the PR is merged (& release is cut).