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Cube supports authoring data models dynamically — useful for de-duplicating common patterns across cubes, generating models from a remote source, or adapting the schema per tenant at runtime. Pick the approach that matches the language your data models are written in:

Jinja & Python

Template YAML data models with Jinja, and use Python for loops, includes, and runtime generation.

JavaScript

Generate cubes and views on-the-fly from JavaScript data models using asyncModule().

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How it fits together

The diagrams below show how YAML and JavaScript data models are parsed and compiled before they’re served by Cube.

YAML data models compiled with COMPILE_CONTEXT

JavaScript data models compiled with COMPILE_CONTEXT