Deploy ZenML

A guide on how to deploy ZenML.

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

Deploy ZenML

A ZenML deployment typically looks like this:

Some of the important components at play include:

  • An HTTP server that exposes a RESTful API

    • the client's machine connects to this server to read and write the stack configurations to allow collaboration

    • the individual orchestrators and step operators communicate with the server to write and track the pipeline run data

    • the dashboard is served from the server to give a UI interface to all the metadata

  • An SQL database that acts as the backend to track configurations and metadata

    • for production, currently, only MySQL is supported

  • An optional secrets management service that is used as a backend for the ZenML secrets store

Choose the most appropriate deployment strategy for you out of the following options to get started with the deployment:

Last updated