baiyangtx opened a new issue, #3731:
URL: https://github.com/apache/amoro/issues/3731

   ### Description
   
   Expand AMS’s optimization capabilities for data lake tables so that they are 
no longer limited to Iceberg / Mixed-Iceberg.
   
   ### Use case/motivation
   
   1. Support optimization management for additional table formats, such as 
Paimon and Hudi.  
   2. Allow optimization tasks that are **not** executed by the built-in 
optimizer—e.g., Spark applications or Kyuubi jobs.  
   3. Provide an extensible, plug-in–based scheduling framework for 
optimization tasks.
   
   ### Describe the solution
   
   1. Refactor the structure of TableRuntime and TableProcess to provide 
higher-level abstractions that decouple them from their current 
implementations; AMS will manage against these abstract TableRuntime and 
TableProcess interfaces.  
   2. Using SPI to allow pluggable implementations of TableRuntime and 
TableProcess, ultimately enabling customized task-scheduling logic.
   
   ### Subtasks
   
   _No response_
   
   ### Related issues
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [x] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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