[Feature][SDK] Supporting Data Sharding with GroupBy Semantics

[luchunliang]

Description

[SDK] Supporting Data Sharding with GroupBy Semantics

Parent issue: #10022

Use case

No response

Are you willing to submit PR?

• [X] Yes, I am willing to submit a PR!

Code of Conduct

• [X] I agree to follow this project's Code of Conduct