noorall opened a new pull request, #26210:
URL: https://github.com/apache/flink/pull/26210

   ## What is the purpose of the change
   When a Flink job contains a Rescale edge converted from Hash, the 
pre-determined parallelism limits the flexibility of parallelism derivation for 
Pointwise-type inputs. This consequently leads to a high likelihood of needing 
to use the adjustToClosestLegalParallelism method in this scenario to adjust 
the parallelism to meet expectations. This adjustment incurs a significant time 
complexity (O(log n * n * n), specific to this scenario), so we need to 
optimize the parallelism decision logic for Pointwise to enhance performance in 
this case.
   
   ## Brief change log
   
   Optimize the parallelism decide logic for pointwise.
   
   
   ## Does this pull request potentially affect one of the following parts:
   
     - Dependencies (does it add or upgrade a dependency): (yes / **no**)
     - The public API, i.e., is any changed class annotated with 
`@Public(Evolving)`: (yes / **no**)
     - The serializers: (yes / **no** / don't know)
     - The runtime per-record code paths (performance sensitive): (yes / **no** 
/ don't know)
     - Anything that affects deployment or recovery: JobManager (and its 
components), Checkpointing, Kubernetes/Yarn, ZooKeeper: (yes / **no** / don't 
know)
     - The S3 file system connector: (yes / **no** / don't know)
   
   ## Documentation
   
     - Does this pull request introduce a new feature? (yes / **no**)
     - If yes, how is the feature documented? (not applicable / docs / JavaDocs 
/ **not documented**)
   


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