Concept | Centralization in Dataiku Govern#

One of the main functions of Dataiku Govern is to automatically synchronize and centralize your Dataiku items.

In other words, if you have various projects, models, and other items across various Dataiku nodes, you’ll be able to see them in one place. Let’s review how!

Governable items#

The Governable items page contains all Dataiku items from connected nodes that haven’t yet been governed. It’s similar to an inbox of Dataiku items.

On this page, you are able to:

  • View Dataiku items by type (project, model, model version, or bundle).

  • Hide and unhide items using the eye icon at the end of a row.

  • Open the Details panel to preview more information. The Details panel will always have an Overview tab and a Source objects tab.

  • Govern items to initiate a governance workflow.

Model registry#

The Model registry page provides a list of all models from your connected Dataiku nodes, regardless of governance status. You can also view your model versions here.

Model versions have additional views in the Details panel, including the Model Metrics tab and the Deployments tab.

The Model Metrics and Deployments tabs highlighted in the Details panel of a model version.

See also

If you’re unfamiliar with machine learning in Dataiku, see Quick Start | Dataiku for machine learning.

Bundle registry#

Similarly, the Bundle registry page contains a list of all bundles in Dataiku, regardless of governance status.

Bundles have additional information in the Details panel that can be found in the Deployment tab.

The Deployments tab highlighted in the Details panel of a bundle.

See also

If you’re unfamiliar with project bundles, start with Concept | Batch deployment.

Source object information#

To find more information about the source object of an item in Dataiku Govern, you can:

  • Review the Source objects tab of the Details panel.

  • Click on the pop-up icon next to the project name. This will open the item in the origin instance.

  • Explore the Dataiku Objects tab of a Govern item page if the item is governed.

Next steps#

Now that you know about centralization in Dataiku Govern, learn how to launch item governance.