sing the 'default' username and an empty password.The Dashboard will be available at http://localhost:8237 by default:

For more details on other possible deployment options, see the ZenML deployment documentation, and/or follow the starter guide to learn more.

Removal of Profiles and the local YAML database

Prior to 0.20.0, ZenML used used a set of local YAML files to store information about the Stacks and Stack Components that were registered on your machine. In addition to that, these Stacks could be grouped together and organized under individual Profiles.

Profiles and the local YAML database have both been deprecated and removed in ZenML 0.20.0. Stack, Stack Components as well as all other information that ZenML tracks, such as Pipelines and Pipeline Runs, are now stored in a single SQL database. These entities are no longer organized into Profiles, but they can be scoped into different Projects instead.

Since the local YAML database is no longer used by ZenML 0.20.0, you will lose all the Stacks and Stack Components that you currently have configured when you update to ZenML 0.20.0. If you still want to use these Stacks, you will need to manually migrate them after the update.

👣 How to migrate your Profiles

If you're already using ZenML, you can migrate your existing Profiles to the new ZenML 0.20.0 paradigm by following these steps:

first, update ZenML to 0.20.0. This will automatically invalidate all your existing Profiles.

decide the ZenML deployment model that you want to follow for your projects. See the ZenML deployment documentation for available deployment scenarios. If you decide on using a local or remote ZenML server to manage your pipelines, make sure that you first connect your client to it by running zenml connect.