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DougTrajano / mlflow-server

MLflow Tracking Server with basic auth deployed in AWS App Runner.
https://gallery.ecr.aws/t9j8s4z8/mlflow
Apache License 2.0
34 stars 17 forks source link

App runner + Aurora serverless #124

Closed JadHADDAD92 closed 2 years ago

JadHADDAD92 commented 2 years ago

Hello, AWS announced a few days ago the VPC support in App Runner (https://github.com/aws/apprunner-roadmap/issues/1#issuecomment-1033181127) , I wasn't able to do the necessary Terraform changes... However, I configured it using the AWS console and I'm facing an issue with the DB, the MLflow app always keeps active connections to the Aurora serverless DB, and so there is always a capacity unit always active, which kind of defeats the purpose of serverless. Any idea how to fix this?

I had to pause the MLflow app runner instance so that the capacity units went down to 0 image

Thank you

DougTrajano commented 2 years ago

Hey buddy! Nice to hear that we have it on AWS App Runner now.

I don't know exactly the reason that MLflow maintains the connection active all the time, we need to take a look at the MLflow source code to understand why.

I'm busy this and the next few weeks, but I'll try to update this project at the end of the month.