Dandandan opened a new issue, #377:
URL: https://github.com/apache/arrow-ballista/issues/377

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   Currently, we send a request even if there is no available task slot in the 
executor. This does some unneeded calls. 
   
   **Describe the solution you'd like**
   Check the task slots first.
   
   **Describe alternatives you've considered**
   n/a
   
   **Additional context**
   n/a


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