[FR] Support Entity Updates (project, feature etc) in Purview Registry

[jainr]

Willingness to contribute

No. I cannot contribute a bug fix at this time.

Feature Request Proposal

Currently for Purview backend updates are not allowed to entities.
This means customers/users can not register any features to a project (once they have already registered some) or update existing features.

Allow for updating an existing entity

Motivation

What is the use case for this feature?

Currently for Purview backend updates are not allowed to entities.
This means customers/users can not register any features to a project (once they have already registered some) or update existing features.

Allow for updating an existing entity

Details

No response

What component(s) does this feature request affect?

• Python Client: This is the client users use to interact with most of our API. Mostly written in Python.
• Computation Engine: The computation engine that execute the actual feature join and generation work. Mostly in Scala and Spark.
• Feature Registry API: The frontend API layer supports SQL, Purview(Atlas) as storage. The API layer is in Python(FAST API)
• Feature Registry Web UI: The Web UI for feature registry. Written in React