yahoNanJing commented on pull request #1935:
URL: 
https://github.com/apache/arrow-datafusion/pull/1935#issuecomment-1063015346


   Hi @thinkharderdev, you are right. For #1908, #1909, #1910 and #1934, these 
4 issues are mainly focusing on the refactoring and changing the scheduler 
server state changing to be event-based. 
   
   While for #1936, I'll introduce stage and the state machine for it. With the 
state machine of the job stage, it will be much easier and more efficient to do 
error handling, speculative execution. In general, event-based processing is 
very suitable for handling the state machine.
   
   However, the PR for #1936 is really complicated. I'm still working on it.


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