yahoNanJing opened a new pull request #1983:
URL: https://github.com/apache/arrow-datafusion/pull/1983


   # Which issue does this PR close?
   
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   Closes #1936.
   
    # Rationale for this change
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    Why are you proposing this change? If this is already explained clearly in 
the issue then this section is not needed.
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   Previously the task fetching time complexity is n^2. By introducing 
stage-based scheduling, it can be reduced to n. And it will also be easy for 
task error recovering and stage priority-based scheduling in the future.
   
   What's more, by this PR, the performance of Pull-Staged task scheduling is 
also improved a lot due to there's no need to check all of the tasks status in 
the whole system.
   
   # What changes are included in this PR?
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sometimes worth providing a summary of the individual changes in this PR.
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   - Introduced *Stage* and *StageManager*
   - Removed *SchedulerStateWatcher*, due to we have introduced event-based 
processing mechanism for the state machine changes.
   
   # Are there any user-facing changes?
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updated before approving the PR.
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   It's block by #1934 
   


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