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DataWorks:Use node groups

Last Updated:Jan 06, 2026

A node group is a reusable component that bundles a set of commonly used nodes from a workflow. You can reference this group in other workflows to quickly clone all its nodes. When a node group is cloned, the configurations of the individual nodes are preserved. This topic describes how to create, reference, split, and delete a node group.

Prerequisites

Before using node groups, create a workflow and add the required nodes. For more information, see Create a workflow and Data Studio (legacy version).

Usage notes

  • When you reference a node group, the configurations and dependencies of the nodes within the group remain unchanged.

  • If the node group contains PAI nodes, you must recreate the experiments when referencing the node group in another workflow.

  • When a node group is referenced in another workflow, a random numeric string is automatically appended to the output name of each cloned node to ensure uniqueness.

Create a node group

  1. Go to the DataStudio page.

    Log on to the DataWorks console. In the top navigation bar, select the desired region. In the left-side navigation pane, choose Data Development and O&M > Data Development. On the page that appears, select the desired workspace from the drop-down list and click Go to Data Development.

  2. Create a node group.

    1. Generate a node group. Select the required nodes, and then generate the node group as shown in the figure.

      Create a node group

    2. Save the node group. After generating the node group, you must save it. A node group is created only when saved, and only saved groups can be referenced in other workflows.

      Save a node group

Reference a node group

After a node group is created, you can reference it in other workflows to quickly clone all its nodes. Double-click the workflow where you want to reference the node group and follow the steps in the figure below.

Reference a node groupAfter referencing the node group, submit and deploy the workflow to the production environment and view the details of the cloned nodes in the Operation Center.

Split a node group

To reorganize the nodes within a node group, split the group. You can then modify the nodes and generate a new node group if needed.

Note

Splitting only affects the selected node group on the canvas and does not change the saved version in the node group list.

Split a node group

Delete a node group

You can delete a node group or delete specific nodes within it.

Important

Deleting a node group permanently deletes all nodes within it. Proceed with caution.

Delete a node group