gyfora commented on code in PR #1099:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/1099#discussion_r3426650480


##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/ScalingMetricEvaluator.java:
##########
@@ -588,4 +635,76 @@ protected static double computeEdgeDataRate(
                 to);
         return getRate(ScalingMetric.NUM_RECORDS_OUT, from, metricsHistory);
     }
+
+    /**
+     * Executes the provided custom metric evaluator for the given job vertex. 
Calls {@link
+     * FlinkAutoscalerEvaluator#evaluateVertexMetrics} to evaluate scaling 
metrics.
+     *
+     * @param vertex The job vertex being evaluated.
+     * @param evaluatedMetrics Current evaluated metrics.
+     * @param customEvaluationSession A tuple containing the custom metric 
evaluator and evaluation
+     *     context.
+     * @return A map of scaling metrics, with its corresponding evaluated 
scaling metric.
+     */
+    @VisibleForTesting
+    protected static Map<ScalingMetric, EvaluatedScalingMetric> 
runCustomEvaluator(
+            JobVertexID vertex,
+            Map<ScalingMetric, EvaluatedScalingMetric> evaluatedMetrics,
+            Tuple2<FlinkAutoscalerEvaluator, FlinkAutoscalerEvaluator.Context>
+                    customEvaluationSession) {
+        try {
+            return customEvaluationSession.f0.evaluateVertexMetrics(
+                    vertex, evaluatedMetrics, customEvaluationSession.f1);
+        } catch (UnsupportedOperationException e) {
+            LOG.warn(
+                    "Custom metric evaluator {} tried accessing an 
un-modifiable view.",
+                    customEvaluationSession.f0.getClass(),
+                    e);
+        } catch (Exception e) {
+            LOG.warn(
+                    "Custom metric evaluator {} threw an exception.",
+                    customEvaluationSession.f0.getClass(),
+                    e);
+        }
+
+        return Collections.emptyMap();
+    }
+
+    /**
+     * Merges the incoming evaluated metrics into actual evaluated metrics.
+     *
+     * @param actual The target evaluated metrics map to merge into.
+     * @param incoming The incoming map containing new evaluated metrics map 
to be merged
+     *     (nullable).
+     */
+    @VisibleForTesting
+    protected static void mergeEvaluatedMetricsMaps(
+            Map<ScalingMetric, EvaluatedScalingMetric> actual,
+            @Nullable Map<ScalingMetric, EvaluatedScalingMetric> incoming) {
+        Optional.ofNullable(incoming)
+                .ifPresent(
+                        customEvaluatedMetric ->
+                                customEvaluatedMetric.forEach(
+                                        (scalingMetric, 
evaluatedScalingMetric) ->
+                                                actual.merge(
+                                                        scalingMetric,
+                                                        evaluatedScalingMetric,
+                                                        ScalingMetricEvaluator
+                                                                
::mergeEvaluatedScalingMetric)));
+    }
+
+    /**
+     * Merges two {@link EvaluatedScalingMetric} instances.
+     *
+     * @param actual The existing evaluated scaling metric.
+     * @param incoming The incoming evaluated scaling metric.
+     * @return A new {@link EvaluatedScalingMetric} instance with merged 
values.
+     */

Review Comment:
   the comment/javadoc is unnecessary I mean :D 



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/ScalingMetricEvaluator.java:
##########
@@ -588,4 +635,76 @@ protected static double computeEdgeDataRate(
                 to);
         return getRate(ScalingMetric.NUM_RECORDS_OUT, from, metricsHistory);
     }
+
+    /**
+     * Executes the provided custom metric evaluator for the given job vertex. 
Calls {@link
+     * FlinkAutoscalerEvaluator#evaluateVertexMetrics} to evaluate scaling 
metrics.
+     *
+     * @param vertex The job vertex being evaluated.
+     * @param evaluatedMetrics Current evaluated metrics.
+     * @param customEvaluationSession A tuple containing the custom metric 
evaluator and evaluation
+     *     context.
+     * @return A map of scaling metrics, with its corresponding evaluated 
scaling metric.
+     */
+    @VisibleForTesting
+    protected static Map<ScalingMetric, EvaluatedScalingMetric> 
runCustomEvaluator(
+            JobVertexID vertex,
+            Map<ScalingMetric, EvaluatedScalingMetric> evaluatedMetrics,
+            Tuple2<FlinkAutoscalerEvaluator, FlinkAutoscalerEvaluator.Context>
+                    customEvaluationSession) {
+        try {
+            return customEvaluationSession.f0.evaluateVertexMetrics(
+                    vertex, evaluatedMetrics, customEvaluationSession.f1);
+        } catch (UnsupportedOperationException e) {
+            LOG.warn(
+                    "Custom metric evaluator {} tried accessing an 
un-modifiable view.",
+                    customEvaluationSession.f0.getClass(),
+                    e);
+        } catch (Exception e) {
+            LOG.warn(
+                    "Custom metric evaluator {} threw an exception.",
+                    customEvaluationSession.f0.getClass(),
+                    e);
+        }
+
+        return Collections.emptyMap();
+    }
+
+    /**
+     * Merges the incoming evaluated metrics into actual evaluated metrics.
+     *
+     * @param actual The target evaluated metrics map to merge into.
+     * @param incoming The incoming map containing new evaluated metrics map 
to be merged
+     *     (nullable).
+     */

Review Comment:
   the comment/javadoc is unnecessary I mean :D 



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