[Feature] Add block cache for sorted lookup file store

[FangYongs]

Search before asking

• [X] I searched in the issues and found nothing similar.

Motivation

Subtask of #3827 , add block cache for sorted file store

Solution

No response

Anything else?

No response

Are you willing to submit a PR?

• [ ] I'm willing to submit a PR!