martimors / charts

Helm chart for MLflow

Helm Charts

This is where I keep my helm charts!

Contributions welcome.

See also the images.

Currently, the available charts are:

• MLflow: MLflow chart with built-in functional tests and MinIO/PostgreSQL subcharts for testing purposes

Install a chart

Assuming you have Helm installed,

helm repo add dingobar https://dingobar.github.io/charts/
helm upgrade --cleanup-on-fail --install -n mlflow --create-namespace my-mlflow dingobar/mlflow
# Run the tests if you'd like
helm test -n mlflow my-mlflow

For customization options, see the README.md for each chart.

docs

We generate docs using helm-docs. I recommend using the pre-commit hook. See the pre-commit config file for details.

pip3 install --upgrade pre-commit
pre-commit install

Improvement ideas

• CI pipeline that runs helm tests
• Better test for mlflow (maybe log an artifact or something?)
• Database upgrade job