Feature lineage in a feature store is the process of tracking the origin, transformation, and usage of features throughout the machine learning pipeline.

Feature lineage in a feature store is not necessary as it does not provide any significant benefits and can be avoided.

To trace the lineage of features used for scoring the model in Databricks, manually track the features used at each step of the machine learning pipeline and document the changes made to the features.