adixitconfluent commented on code in PR #18864:
URL: https://github.com/apache/kafka/pull/18864#discussion_r1967802224


##########
group-coordinator/src/main/java/org/apache/kafka/coordinator/group/assignor/SimpleAssignor.java:
##########
@@ -67,42 +71,210 @@ private GroupAssignment assignHomogenous(
         GroupSpec groupSpec,
         SubscribedTopicDescriber subscribedTopicDescriber
     ) {
-        Set<Uuid> subscribeTopicIds = 
groupSpec.memberSubscription(groupSpec.memberIds().iterator().next())
+        Set<Uuid> subscribedTopicIds = 
groupSpec.memberSubscription(groupSpec.memberIds().iterator().next())
             .subscribedTopicIds();
-        if (subscribeTopicIds.isEmpty())
-            return new GroupAssignment(Collections.emptyMap());
+        if (subscribedTopicIds.isEmpty())
+            return new GroupAssignment(Map.of());
 
-        Map<Uuid, Set<Integer>> targetPartitions = computeTargetPartitions(
-            subscribeTopicIds, subscribedTopicDescriber);
+        // Subscribed topic partitions for the share group.
+        List<TopicIdPartition> targetPartitions = computeTargetPartitions(
+            subscribedTopicIds, subscribedTopicDescriber);
 
-        return new 
GroupAssignment(groupSpec.memberIds().stream().collect(Collectors.toMap(
-            Function.identity(), memberId -> new 
MemberAssignmentImpl(targetPartitions))));
+        // The current assignment from topic partition to members.
+        Map<TopicIdPartition, List<String>> currentAssignment = 
currentAssignment(groupSpec);
+        return newAssignmentHomogeneous(groupSpec, subscribedTopicIds, 
targetPartitions, currentAssignment);
     }
 
     private GroupAssignment assignHeterogeneous(
         GroupSpec groupSpec,
         SubscribedTopicDescriber subscribedTopicDescriber
     ) {
-        Map<String, MemberAssignment> members = new HashMap<>();
+        Map<String, List<TopicIdPartition>> memberToPartitionsSubscription = 
new HashMap<>();
         for (String memberId : groupSpec.memberIds()) {
             MemberSubscription spec = groupSpec.memberSubscription(memberId);
             if (spec.subscribedTopicIds().isEmpty())
                 continue;
 
-            Map<Uuid, Set<Integer>> targetPartitions = computeTargetPartitions(
+            // Subscribed topic partitions for the share group member.
+            List<TopicIdPartition> targetPartitions = computeTargetPartitions(
                 spec.subscribedTopicIds(), subscribedTopicDescriber);
+            memberToPartitionsSubscription.put(memberId, targetPartitions);
+        }
+
+        // The current assignment from topic partition to members.
+        Map<TopicIdPartition, List<String>> currentAssignment = 
currentAssignment(groupSpec);
+        return newAssignmentHeterogeneous(groupSpec, 
memberToPartitionsSubscription, currentAssignment);
+    }
+
+    /**
+     * Get the current assignment by topic partitions.
+     * @param groupSpec - The group metadata specifications.
+     * @return the current assignment for subscribed topic partitions to 
memberIds.
+     */
+    private Map<TopicIdPartition, List<String>> currentAssignment(GroupSpec 
groupSpec) {
+        Map<TopicIdPartition, List<String>> assignment = new HashMap<>();
 
-            members.put(memberId, new MemberAssignmentImpl(targetPartitions));
+        for (String member : groupSpec.memberIds()) {
+            Map<Uuid, Set<Integer>> assignedTopicPartitions = 
groupSpec.memberAssignment(member).partitions();
+            assignedTopicPartitions.forEach((topicId, partitions) -> 
partitions.forEach(
+                partition -> assignment.computeIfAbsent(new 
TopicIdPartition(topicId, partition), k -> new ArrayList<>()).add(member)));
         }
+        return assignment;
+    }
+
+    private GroupAssignment newAssignmentHomogeneous(
+        GroupSpec groupSpec,
+        Set<Uuid> subscribedTopicIds,
+        List<TopicIdPartition> targetPartitions,
+        Map<TopicIdPartition, List<String>> currentAssignment
+    ) {
+
+        Map<TopicIdPartition, List<String>> newAssignment = new HashMap<>();
+
+        // Step 1: Hash member IDs to partitions.
+        memberHashAssignment(targetPartitions, groupSpec.memberIds(), 
newAssignment);
+
+        // Step 2: Round-robin assignment for unassigned partitions which do 
not have members already assigned in the current assignment.
+        Set<TopicIdPartition> assignedPartitions = newAssignment.keySet();
+        List<TopicIdPartition> unassignedPartitions = targetPartitions.stream()
+            .filter(targetPartition -> 
!assignedPartitions.contains(targetPartition))
+            .filter(targetPartition -> 
!currentAssignment.containsKey(targetPartition))
+            .toList();
+
+        roundRobinAssignment(groupSpec.memberIds(), unassignedPartitions, 
newAssignment);
+
+        // Step 3: We combine current assignment and new assignment.
+        Map<String, Set<TopicIdPartition>> finalAssignment = new HashMap<>();
+
+        // When combining current assignment, we need to only consider the 
topics in current assignment that are also being
+        // subscribed in the new assignment as well.
+        currentAssignment.forEach((targetPartition, members) -> {
+            if (subscribedTopicIds.contains(targetPartition.topicId()))
+                members.forEach(member -> {
+                    if (groupSpec.memberIds().contains(member))
+                        finalAssignment.computeIfAbsent(member, k -> new 
HashSet<>()).add(targetPartition);
+                });
+        });
+        newAssignment.forEach((targetPartition, members) -> 
members.forEach(member ->
+            finalAssignment.computeIfAbsent(member, k -> new 
HashSet<>()).add(targetPartition)));

Review Comment:
   It is mentioned 
[here](https://github.com/apache/kafka/pull/18864/files#diff-57e6fa203281f37b0be19bfce8db7583124e155e93e60b9744396f74db5932daR144)
 that` Step 3: We combine current assignment and new assignment.` Hence I don't 
think any more comment is required. If you want me to add anything else, please 
let me know.



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