Analytical Platform MLflow

Important

MLflow on Analytical Platform is currently in discovery

This repository contains the MLflow container image for use on the Analytical Platform.

Running Locally

Build

make build

Test

make test

Run

make run

Open a browser http://localhost:5000

Versions

Ubuntu

Dependabot is configured to do this in .github/dependabot.yml, but if you need to get the digest, do the following

docker pull --platform linux/amd64 public.ecr.aws/ubuntu/ubuntu:24.04

docker image inspect --format='{{ index .RepoDigests 0 }}' public.ecr.aws/ubuntu/ubuntu:24.04

APT Packages

The latest versions of the APT packages can be obtained by running the following

docker run -it --rm --platform linux/amd64 public.ecr.aws/ubuntu/ubuntu:24.04

apt-get update

apt-cache policy ${PACKAGE} # for example curl, git or gpg

MLflow

Dependabot is configured to manage the packages in src/opt/mlflow/requirements.txt