mxm commented on code in PR #743:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/743#discussion_r1440322610


##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/metrics/ScalingMetrics.java:
##########
@@ -216,15 +216,21 @@ private static double getNumRecordsInPerSecond(
             Map<FlinkMetric, AggregatedMetric> flinkMetrics,
             JobVertexID jobVertexID,
             boolean isSource) {
+        // Generate numRecordsInPerSecond from 3 metrics:
+        // 1. If the vertex is not the source, use NUM_RECORDS_IN_PER_SEC 
metric
         var numRecordsInPerSecond = 
flinkMetrics.get(FlinkMetric.NUM_RECORDS_IN_PER_SEC);
+        // 2. If the vertex is the source, use 
SOURCE_TASK_NUM_RECORDS_IN_PER_SEC metric first.
         if (isSource && (numRecordsInPerSecond == null || 
numRecordsInPerSecond.getSum() == 0)) {
             numRecordsInPerSecond =
                     
flinkMetrics.get(FlinkMetric.SOURCE_TASK_NUM_RECORDS_IN_PER_SEC);
         }
+        // 3. If the vertex is the source and 
SOURCE_TASK_NUM_RECORDS_IN_PER_SEC metric not available
+        // then use SOURCE_TASK_NUM_RECORDS_OUT_PER_SEC metric

Review Comment:
   ```suggestion
           // 3. If the vertex contains a source operator which does not emit 
input metrics, use output metrics instead.
           // then use SOURCE_TASK_NUM_RECORDS_OUT_PER_SEC metric
   ```



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/metrics/ScalingMetrics.java:
##########
@@ -216,15 +216,21 @@ private static double getNumRecordsInPerSecond(
             Map<FlinkMetric, AggregatedMetric> flinkMetrics,
             JobVertexID jobVertexID,
             boolean isSource) {
+        // Generate numRecordsInPerSecond from 3 metrics:
+        // 1. If the vertex is not the source, use NUM_RECORDS_IN_PER_SEC 
metric
         var numRecordsInPerSecond = 
flinkMetrics.get(FlinkMetric.NUM_RECORDS_IN_PER_SEC);
+        // 2. If the vertex is the source, use 
SOURCE_TASK_NUM_RECORDS_IN_PER_SEC metric first.
         if (isSource && (numRecordsInPerSecond == null || 
numRecordsInPerSecond.getSum() == 0)) {

Review Comment:
   ```suggestion
           // 2. If the former is unavailable and the vertex contains a source 
operator, use the corresponding source operator metric.
           if (isSource && (numRecordsInPerSecond == null || 
numRecordsInPerSecond.getSum() == 0)) {
   ```



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/metrics/ScalingMetrics.java:
##########
@@ -216,15 +216,21 @@ private static double getNumRecordsInPerSecond(
             Map<FlinkMetric, AggregatedMetric> flinkMetrics,
             JobVertexID jobVertexID,
             boolean isSource) {
+        // Generate numRecordsInPerSecond from 3 metrics:
+        // 1. If the vertex is not the source, use NUM_RECORDS_IN_PER_SEC 
metric
         var numRecordsInPerSecond = 
flinkMetrics.get(FlinkMetric.NUM_RECORDS_IN_PER_SEC);

Review Comment:
   ```suggestion
           // 1. If available, directly use the NUM_RECORDS_IN_PER_SEC task 
metric.
           var numRecordsInPerSecond = 
flinkMetrics.get(FlinkMetric.NUM_RECORDS_IN_PER_SEC);
   ```



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