Fly-Style commented on code in PR #18860:
URL: https://github.com/apache/druid/pull/18860#discussion_r2638992078


##########
indexing-service/src/main/java/org/apache/druid/indexing/seekablestream/supervisor/autoscaler/CostBasedAutoScaler.java:
##########
@@ -204,50 +218,54 @@ public int computeOptimalTaskCount(CostMetrics metrics)
       return -1;
     }
 
-    // If idle is already in the ideal range [0.2, 0.6], optimal utilization 
has been achieved.
-    // No scaling is needed - maintain stability by staying at the current 
task count.
-    final double currentIdleRatio = metrics.getPollIdleRatio();
-    if (currentIdleRatio >= 0 && 
WeightedCostFunction.isIdleInIdealRange(currentIdleRatio)) {
-      log.debug(
-          "Idle ratio [%.3f] is in ideal range for supervisorId [%s], no 
scaling needed",
-          currentIdleRatio,
-          supervisorId
-      );
-      return -1;
-    }
-
     int optimalTaskCount = -1;
-    double optimalCost = Double.POSITIVE_INFINITY;
+    Tuple3<Double, Double, Double> optimalCost = new 
Tuple3<>(Double.POSITIVE_INFINITY,

Review Comment:
   +



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