❖ CAG Bundle

Take constraints to the next level. Constraint Augmented Generation (CAG) is a powerful system that allows you to input business logic into your complex schemas. Fast, easy, and flexible, CAG patterns allow you to create synthetic data that conforms to your logic, 100% of the time.

⭐️ Apply patterns across multiple tables. Add business logic that determines the connections between tables, or the type of data that linked tables are allowed to have.

⭐️ Access complex, powerful algorithms with simple APIs. CAG supports patterns that are more complex, often incorporating different algorithms to get you the data you need. The best part? There's one, simple API to denote your data pattern.

In this example, only Accounts with Type=PREMIUM are allowed to have associated Purchases. Achieve this with the ForeignToPrimaryKeySubset CAG pattern.

Included Features

This functionality is in Beta. At this time, select SDV Enterprise users are able to use this feature and provide feedback.

This bundle includes an expansive suite of CAG patterns that contain advanced, multi-table logic & algorithms: They include CarryOverColumns, CompositeKey, ForeignToPrimaryKeySubset, and UniqueBridgeTable. For a full list, browse all CAG patterns.

This bundle also includes access to some advanced single-table constraints: FixedNullCombinations and MixedScales.

Additional CAG patterns are coming soon!

Installation

Purchase the CAG bundle and install it separately.

% pip install -U bundle-cag --index-url https://pypi.datacebo.com

This command prompts you for your username and password, provided by DataCebo.

For more information about installing SDV Enterprise features and bundles, see our Enterprise Installation Guide.