mxm commented on code in PR #556:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/556#discussion_r1153487988


##########
flink-kubernetes-operator-autoscaler/src/main/java/org/apache/flink/kubernetes/operator/autoscaler/ScalingMetricEvaluator.java:
##########
@@ -251,12 +251,20 @@ private static double getAverage(
             ScalingMetric metric,
             JobVertexID jobVertexId,
             SortedMap<Instant, Map<JobVertexID, Map<ScalingMetric, Double>>> 
metricsHistory) {
-        return StatUtils.mean(
+        double[] metricsValues =
                 metricsHistory.values().stream()
                         .map(m -> m.get(jobVertexId))
                         .filter(m -> m.containsKey(metric))
                         .mapToDouble(m -> m.get(metric))
                         .filter(d -> !Double.isNaN(d))
-                        .toArray());
+                        .toArray();
+        for (double metricsValue : metricsValues) {
+            if (Double.isInfinite(metricsValue)) {
+                // As long as infinite values are present, we can't properly 
average. We need to
+                // wait until they are evicted.
+                return metricsValue;

Review Comment:
   Actually, reverted. I'm not sure whether we should return positive infinity 
here. We could potentially have negative infinity values which would be removed 
here. Would just keep things as-is.



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