gyfora commented on code in PR #726:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/726#discussion_r1425246326


##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/RestApiMetricsCollector.java:
##########
@@ -78,19 +99,89 @@ protected Map<FlinkMetric, AggregatedMetric> 
queryAggregatedVertexMetrics(
                                     EmptyRequestBody.getInstance())
                             .get();
 
-            return responseBody.getMetrics().stream()
-                    .collect(
-                            Collectors.toMap(
-                                    m -> metrics.get(m.getId()),
-                                    m -> m,
-                                    (m1, m2) ->
-                                            new AggregatedMetric(
-                                                    m1.getId() + " merged with 
" + m2.getId(),
-                                                    Math.min(m1.getMin(), 
m2.getMin()),
-                                                    Math.max(m1.getMax(), 
m2.getMax()),
-                                                    // Average can't be 
computed
-                                                    Double.NaN,
-                                                    m1.getSum() + 
m2.getSum())));
+            return aggregateByFlinkMetric(metrics, responseBody);
         }
     }
+
+    protected Map<FlinkMetric, AggregatedMetric> queryTmMetrics(Context ctx) 
throws Exception {
+        try (var restClient = ctx.getRestClusterClient()) {
+            boolean hasGcMetrics =
+                    jobsWithGcMetrics.computeIfAbsent(
+                            ctx.getJobKey(),
+                            k -> {
+                                boolean gcMetricsFound =
+                                        !queryAggregatedTmMetrics(
+                                                        restClient, 
TM_METRIC_NAMES_WITH_GC)
+                                                .isEmpty();

Review Comment:
   That’s not how this works unfortunately, if any of the metrics is not found 
an empty response comes back from Flink 



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/RestApiMetricsCollector.java:
##########
@@ -78,19 +99,89 @@ protected Map<FlinkMetric, AggregatedMetric> 
queryAggregatedVertexMetrics(
                                     EmptyRequestBody.getInstance())
                             .get();
 
-            return responseBody.getMetrics().stream()
-                    .collect(
-                            Collectors.toMap(
-                                    m -> metrics.get(m.getId()),
-                                    m -> m,
-                                    (m1, m2) ->
-                                            new AggregatedMetric(
-                                                    m1.getId() + " merged with 
" + m2.getId(),
-                                                    Math.min(m1.getMin(), 
m2.getMin()),
-                                                    Math.max(m1.getMax(), 
m2.getMax()),
-                                                    // Average can't be 
computed
-                                                    Double.NaN,
-                                                    m1.getSum() + 
m2.getSum())));
+            return aggregateByFlinkMetric(metrics, responseBody);
         }
     }
+
+    protected Map<FlinkMetric, AggregatedMetric> queryTmMetrics(Context ctx) 
throws Exception {
+        try (var restClient = ctx.getRestClusterClient()) {
+            boolean hasGcMetrics =
+                    jobsWithGcMetrics.computeIfAbsent(
+                            ctx.getJobKey(),
+                            k -> {
+                                boolean gcMetricsFound =
+                                        !queryAggregatedTmMetrics(
+                                                        restClient, 
TM_METRIC_NAMES_WITH_GC)
+                                                .isEmpty();

Review Comment:
   That’s not how this works unfortunately, if any of the metrics is not found 
an empty response comes back from Flink 



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