[FEATURE] support iceberg compaction

[melin]

Describe the feature

support iceberg compact

https://aws.amazon.com/cn/blogs/aws/aws-glue-data-catalog-now-supports-automatic-compaction-of-apache-iceberg-tables/

Motivation

No response

Describe the solution

No response

Additional context

No response

[FANNG1]

Hi, @melin , thanks for proposing this, could you share your scenarios for requesting the compaction feature for Gravitino?

[melin]

Hi, @melin , thanks for proposing this, could you share your scenarios for requesting the compaction feature for Gravitino?

support automatic compaction of Apache Iceberg tables, making it easier for you to keep your transactional data lakes always performant. automatic compaction on Apache Iceberg tables reduces metadata overhead on your Iceberg tables and improves query performance.

ref: https://aws.amazon.com/about-aws/whats-new/2023/11/aws-glue-data-catalog-compaction-iceberg-tables/?nc1=h_ls

[sunxiaojian]

The compaction feature of Iceberg itself should also be able to meet this requirement, right?