wirybeaver opened a new pull request, #1727:
URL: https://github.com/apache/datafusion-ballista/pull/1727

   Pure-logic atomic counter that aggregates per-stage row counts and fires a 
one-shot CancelRemaining decision when the running sum crosses limit * 
safety_factor. Foundation for the AQE early-stop feature (#1359): subsequent 
commits add the plan-time eligibility analyzer, scheduler-side wiring into 
update_task_statuses, and an EarlyStopCancel event that finalizes the job as 
Successful with partial output.
   
   Trigger uses AtomicU64 fetch_add (Relaxed) for row accumulation and 
AtomicBool swap (SeqCst) on the triggered flag so that, across racing 
observers, exactly one CancelRemaining is returned. Threshold is computed in 
fixed-point arithmetic to avoid f64 imprecision at large limits.
   
   The observe() path carries an asymmetric correctness invariant: we must fire 
no earlier than sum >= limit (firing early would cause the downstream LimitExec 
to under-report). Firing late is always safe; it only wastes I/O.
   
   Includes 9 unit tests covering threshold rounding, below/at/above trigger 
transitions, single-fire guarantee, untagged-stage handling, multi-stage 
aggregation, 32-thread concurrent observer race, and constructor preconditions.
   
   # Which issue does this PR close?
   
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   Closes #.
   
    # Rationale for this change
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