Fly-Style commented on code in PR #18860:
URL: https://github.com/apache/druid/pull/18860#discussion_r2639427796


##########
indexing-service/src/main/java/org/apache/druid/indexing/seekablestream/supervisor/SeekableStreamSupervisor.java:
##########
@@ -596,7 +601,12 @@ private boolean changeTaskCount(int desiredActiveTaskCount)
                                          AUTOSCALER_SCALING_TIME_METRIC,
                                          scaleActionStopwatch.millisElapsed()
                                      ));
-      log.info("Changed taskCount to [%s] for supervisor[%s] for 
dataSource[%s].", desiredActiveTaskCount, supervisorId, dataSource);
+      log.info(
+          "Changed taskCount to [%s] for supervisor[%s] for dataSource[%s].",
+          desiredActiveTaskCount,
+          supervisorId,
+          dataSource
+      );

Review Comment:
   
https://github.com/apache/druid/pull/18860/commits/d6894c7a962328efa477aeb24686e5a9720b6042



##########
indexing-service/src/main/java/org/apache/druid/indexing/seekablestream/supervisor/autoscaler/CostBasedAutoScaler.java:
##########
@@ -184,7 +198,7 @@ private CostMetrics collectMetrics()
    *
    * @return optimal task count for scale-up, or -1 if no scaling action needed
    */
-  public int computeOptimalTaskCount(CostMetrics metrics)
+  public int computeOptimalTaskCount(CostMetrics metrics, CostComputeMode 
costComputeMode)

Review Comment:
   
https://github.com/apache/druid/pull/18860/commits/d6894c7a962328efa477aeb24686e5a9720b6042



##########
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:
   
https://github.com/apache/druid/pull/18860/commits/d6894c7a962328efa477aeb24686e5a9720b6042



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