Declarative API

The backbone of the App Framework is the Declarative API. Full applications require multiple DataRobot resources — use cases, deployed models, playgrounds, codespaces, and more. Rather than creating each manually, the App Framework manages them all as infrastructure-as-code.

Providers

The Declarative API is available via:

• Terraform—Terraform Registry.
• Pulumi Python—pulumi-datarobot.
• Pulumi JS/TS—@datarobot/pulumi-datarobot.
• Pulumi Go—github.com/datarobot-community/pulumi-datarobot/sdk.
• Pulumi .NET—available via the same bridge.

How the App Framework uses it

The App Framework uses the Python provider and reduces boilerplate via an installable utility module:

• pulumi-datarobot—the Pulumi provider.
• datarobot-pulumi-utils—App Framework extension with CustomResources and helpers.

Each component adds its own infra/infra/COMPONENT.py file that declares the DataRobot resources it needs. The base Pulumi project (Pulumi.yaml from af-component-base) ties everything together. This means infrastructure is version-controlled, reproducible, and promotable across DataRobot environments with a simple dr auth set-url + dr task deploy.

Reference

• Declarative API Docs
• terraform-provider-datarobot
• pulumi-terraform-bridge