Yue Zhang created HUDI-8780:
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             Summary: RFC-83 Incremental Table Service
                 Key: HUDI-8780
                 URL: https://issues.apache.org/jira/browse/HUDI-8780
             Project: Apache Hudi
          Issue Type: New Feature
            Reporter: Yue Zhang


In Hudi, when scheduling Compaction and Clustering, the default behavior is to 
scan all partitions under the current table. When there are many historical 
partitions, such as 640,000 in our production environment, this scanning and 
planning operation becomes very inefficient. For Flink, it often leads to 
checkpoint timeouts, resulting in data delays. 
As for cleaning, we already have the ability to do cleaning for incremental 
partitions.

This RFC will draw on the design of Incremental Clean to generalize the 
capability of processing incremental partitions to all table services, such as 
Clustering and Compaction.



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