dbt

The dbt integration updates metadata from your dbt manifest into the data lineage graph.

Web App

Fields

Python Library

The dbt integration can be run as a standalone python library to extract data lineage from a dbt manifest. If you want more information about working with dbt cloud see the dbt cloud integration.

The library is available via pip

pip install grai_source_dbt

More information about the API is available here.

Example

The library is split into a few distinct functions but if you only wish to extract nodes/edges from dbt you can do so from the base DbtIntegration class.

  from grai_source_dbt import DbtIntegration
  from grai_schemas.v1.source import SourceV1
 
  source = SourceV1(name="my-source", type="my-type")
 
  integration = DbtIntegration(source=source, namespace="dbt", manifest_data="my-manifest.json")
 
  nodes, edges = integration.get_nodes_and_edges()

dbt Manifest Version Support