Deploying with Helm

Deploying ZenML on cloud using Docker or Helm

This is an older version of the ZenML documentation. To read and view the latest version please visit this up-to-date URL.

If you wish to deploy ZenML on clouds other than AWS, Azure and GCP or on any other resource like a serverless platform or an on-prem Kubernetes cluster, you have two options:

• Using a Docker container.

• Using the Helm chart.

Using Helm

The ZenML repository hosts a Helm chart that can be used to deploy to Kubernetes. This chart is not hosted on an online repository yet and so you can follow the steps below:

• Clone the zenml-io/zenml repository.

  git clone https://github.com/zenml-io/zenml.git

• Go into the directory that hosts the chart.

  cd src/zenml/zen_server/deploy/helm/

• Take a look at the values.yaml file to configure settings for your ZenML deployment. Make sure you have a MySQL database to use with the server and fill the zenml.database map with its values.

• Once everything is configured, you can now run the following command to create a release.

  helm -n <KUBERNETES_NAMESPACE> --create-namespace install zenml-server . 

Note You will need to have an existing Kubernetes cluster and kubectl installed and configured, in addition to having helm itself.