Viewing lineage for a model deployment in Atlas

You can view the lineage information for a particular model deployment and trace it back to the specific data that was used to train the model through the Atlas' Management Console.

  1. Navigate to Data Lake > Atlas from the Management Console.
  2. Search for ml_model_deployment. Click the model deployment of your interest.
  3. Click the Lineage tab to see a visualization of lineage information for the particular model deployment and trace it back to the specific data that was used to train the model.
    You can also search for a specific table, click through to its Lineage tab and see if the table has been used in any model deployments.