[FR] Build Version should be configurable in one place

[Yuqing-cat]

Willingness to contribute

Yes. I can contribute a fix for this bug independently.

Feature Request Proposal

Current Feathr requires version bump in several places. Like in this PR: #722
Especially, the version of Maven Jar should not be hard coded and need to be aligned with Feathr package version.

Motivation

What is the use case for this feature?

To improve build and release process.

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