Contracts

Contract is a set of rules which describes how data in particular column in Data Lake should look like - nullable, unique, or test if they are of specific type and fulfill requested parameters etc.

Subscriptions

User can subscribe with actions like: running the jupyternotebook (including one from nbgallery), running any custom scripts sending notification emails for successful or failed entity ingestion.