milenkovicm commented on code in PR #1698:
URL: 
https://github.com/apache/datafusion-ballista/pull/1698#discussion_r3262633320


##########
ballista/scheduler/src/state/task_manager.rs:
##########
@@ -270,6 +270,17 @@ impl<T: 'static + AsLogicalPlan, U: 'static + 
AsExecutionPlan> TaskManager<T, U>
         self.active_job_cache.len()
     }
 
+    /// Get the total number of pending tasks across all active jobs.
+    pub async fn pending_task_number(&self) -> usize {

Review Comment:
   I don't like that we iterate through all jobs all the time to calculate 
pending task numbers 



##########
ballista/scheduler/src/scheduler_server/query_stage_scheduler.rs:
##########
@@ -358,6 +371,13 @@ impl<T: 'static + AsLogicalPlan, U: 'static + 
AsExecutionPlan>
                 );
             }
         }
+
+        if update_pending_tasks_metric {

Review Comment:
   In which case would we use this metrics? If this number is 200 or 2000 
current what does it say to observer? How can I interpret it?
   
   Could we use scheduling task latency metric instead?   Like a 1min 5min 
10min moving average of it?
   
   I'm not sure but task update even may have it (to be confirmed) so we could 
build that metric without iterating through all the active jobs 
   
   This is just an idea for discussion 



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