[Feature]: Support integration with Apache Paimon

[SteNicholas]

Description

Apache Paimon is streaming data lake platform with high-speed data ingestion, changelog tracking and efficient real-time analytics. Arctic could support integration with Apache Paimon.

Use case/motivation

No response

Describe the solution

No response

Subtasks

• [Subtask]: Extract a common interface to support more table format. #1846
• [Subtask]: Refactor code of "Table" and "Catalog" to support Paimon format integration. #1906
• [Subtask]: Support registering for the Paimon Catalog. #1871
• [Subtask]: Support operating the Paimon table in Terminal. #1872
• [Subtask]: Support displaying Paimon lists on the Tables page. #1873
• [Subtask]: Support display paimon table information in table details page #1874
• [Subtask]: Support display paimon files in 'files' page #1875
• [Subtask]: Support display paimon snapshots in 'Transactions' page #1876
• [Subtask]: Support display paimon Operations in 'operations' page #1877
• [Subtask]: Support display paimon optimizing information in optimizing page #1878

Related issues

No response

Are you willing to submit a PR?

• Yes I am willing to submit a PR!

Code of Conduct

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

[zhoujinsong]

Thanks a lot to bring this feature up!

Arctic is designed to manage Data Lake Tables of different formats.

I do think it is a great idea to integrate Paimon into Arctic and hope this can bring the Paimon users a better LakeHouse expirence.

[shidayang]

linked: #1844
design doc: https://docs.google.com/document/d/1phQhTE0EPOY8tHuNMABJMyCR-Y7ip_JeJaTatoC-zws/edit?usp=sharing