wanglijie95 commented on a change in pull request #18376:
URL: https://github.com/apache/flink/pull/18376#discussion_r789313291



##########
File path: 
flink-runtime/src/main/java/org/apache/flink/runtime/scheduler/SsgNetworkMemoryCalculationUtils.java
##########
@@ -148,6 +161,78 @@ private static TaskInputsOutputsDescriptor 
buildTaskInputsOutputsDescriptor(
         return ret;
     }
 
+    private static Map<IntermediateDataSetID, Integer> 
getMaxInputChannelNumsForDynamicGraph(
+            ExecutionJobVertex ejv) {
+
+        Map<IntermediateDataSetID, Integer> ret = new HashMap<>();
+        for (IntermediateResult consumedResult : ejv.getInputs()) {
+            ret.put(consumedResult.getId(), 
getMaxInputChannelNumForResult(ejv, consumedResult));
+        }
+
+        return ret;
+    }
+
+    private static Map<IntermediateDataSetID, Integer> 
getMaxSubpartitionNumsForDynamicGraph(
+            ExecutionJobVertex ejv) {
+
+        Map<IntermediateDataSetID, Integer> ret = new HashMap<>();
+
+        for (IntermediateResult intermediateResult : 
ejv.getProducedDataSets()) {
+            final int maxNum =
+                    Arrays.stream(intermediateResult.getPartitions())
+                            
.map(IntermediateResultPartition::getNumberOfSubpartitions)
+                            .reduce(0, Integer::max);
+            ret.put(intermediateResult.getId(), maxNum);
+        }
+
+        return ret;
+    }
+
+    @VisibleForTesting
+    static int getMaxInputChannelNumForResult(
+            ExecutionJobVertex ejv, IntermediateResult consumedResult) {
+        DistributionPattern distributionPattern = 
consumedResult.getConsumingDistributionPattern();
+
+        if (distributionPattern == DistributionPattern.ALL_TO_ALL) {
+            int numChannelsToConsumePerPartition =
+                    
getMaxNumOfChannelsForConsuming(consumedResult.getPartitions()[0]);
+            int numConsumedPartitions = 
consumedResult.getNumberOfAssignedPartitions();
+            return numChannelsToConsumePerPartition * numConsumedPartitions;
+
+        } else if (distributionPattern == DistributionPattern.POINTWISE) {
+            int numPartitions = consumedResult.getNumberOfAssignedPartitions();
+            int numConsumers = ejv.getParallelism();
+            // when using dynamic graph, all partitions have the same number 
of subpartitions

Review comment:
       When enable dynamic graph, the num of subpartitions will be compute by 
`IntermediateResultPartition#computeNumberOfMaxPossiblePartitionConsumers`.  
Whether the consumer parallelism is set or not, the returned value 
of`computeNumberOfMaxPossiblePartitionConsumers` should be the same for 
different partitions. 




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