yahoNanJing opened a new issue #1936:
URL: https://github.com/apache/arrow-datafusion/issues/1936


   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   <!-- A clear and concise description of what the problem is. Ex. I'm always 
frustrated when [...] 
   (This section helps Arrow developers understand the context and *why* for 
this feature, in addition to  the *what*) -->
   
   It's better to manage tasks by stages rather than mess them up for the whole 
system or the whole job. With TaskSetStore, it will be much easier to maintain 
the task status changes within a stage, which will also be easier for future 
task error handling. And it will also be easier to manage the stage status 
changing and error handling.
   
   **Describe the solution you'd like**
   <!-- A clear and concise description of what you want to happen. -->
   
   - Introduce TaskSet for a bunch of tasks for a stage.
   - Introduce TaskSetStore for managing the task status changing within a 
TaskSet.
   
   With this change, it will be much efficient to fetch a task to be scheduled 
from some TaskSetStore. And it also makes it possible to schedule tasks by the 
priority of stages.
   
   **Additional context**
   <!-- Add any other context or screenshots about the feature request here. -->
   #1704 
   


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