cadonna commented on code in PR #19114: URL: https://github.com/apache/kafka/pull/19114#discussion_r1983382584
########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1348,6 +1381,34 @@ private void throwIfEmptyString( } } + /** + * Throws an InvalidRequestException if the value is null or non-empty. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfNotEmptyCollection( Review Comment: All of those methods could be `static`. However, I am not sure if it's worth changing them. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1480,6 +1600,34 @@ private boolean isSubset( return true; } + /** + * Verifies that the tasks currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the streams + * only owns tasks which are in the assigned tasks. It does not match if + * it owns any other tasks. + * + * @param ownedTasks The tasks provided by the streams in the request. Review Comment: See my comment above about "streams". ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1480,6 +1600,34 @@ private boolean isSubset( return true; } + /** + * Verifies that the tasks currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the streams + * only owns tasks which are in the assigned tasks. It does not match if Review Comment: Did you want to write "streams" or "Streams client" or "Streams member". IMO, only "streams" does not really mean much. Maybe "Streams member" is the better option since a Streams client can have more stream threads and each of them would be a Streams member. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. Review Comment: ```suggestion * @param groupId The group ID from the request. ``` ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/streams/StreamsGroup.java: ########## @@ -355,6 +355,32 @@ public StreamsGroupMember getOrMaybeCreateMember( return new StreamsGroupMember.Builder(memberId).build(); } + /** + * Gets or creates a new member but without adding it to the group. Adding a member is done via the + * {@link StreamsGroup#updateMember(StreamsGroupMember)} method. + * + * @param memberId The member ID. + * @param createIfNotExists Booleans indicating whether the member must be created if it does not exist. + * @return A StreamsGroupMember. + */ + public StreamsGroupMember getOrMaybeCreateDefaultMember( Review Comment: See my other comment regarding `getOrMaybeCreateStreamsGroup()`. The main issue that I see are those boolean flags that make the code often unnecessarily harder to understand. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/streams/TasksTuple.java: ########## @@ -30,11 +34,11 @@ * An immutable tuple containing active, standby and warm-up tasks. * * @param activeTasks Active tasks. - * The key of the map is the subtopology ID and the value is the set of partition IDs. + * The key of the map is the subtopology ID, and the value is the set of partition IDs. Review Comment: Why this comma? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1480,6 +1600,34 @@ private boolean isSubset( return true; } + /** + * Verifies that the tasks currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the streams + * only owns tasks which are in the assigned tasks. It does not match if + * it owns any other tasks. + * + * @param ownedTasks The tasks provided by the streams in the request. + * @param target The tasks that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isTaskSubset( + List<StreamsGroupHeartbeatRequestData.TaskIds> ownedTasks, + Map<String, Set<Integer>> target Review Comment: IMO, a better name for this parameter is "assignedTasks"? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1480,6 +1600,34 @@ private boolean isSubset( return true; } + /** + * Verifies that the tasks currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the streams + * only owns tasks which are in the assigned tasks. It does not match if + * it owns any other tasks. + * + * @param ownedTasks The tasks provided by the streams in the request. + * @param target The tasks that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isTaskSubset( + List<StreamsGroupHeartbeatRequestData.TaskIds> ownedTasks, + Map<String, Set<Integer>> target + ) { + if (ownedTasks == null) return false; + + for (StreamsGroupHeartbeatRequestData.TaskIds topicPartitions : ownedTasks) { Review Comment: `topicPartitions` -> `ownedTasksOfSubtopology` ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, Review Comment: Why are some parameters `final` and others not? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( Review Comment: Why `Subscribe`? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. Review Comment: ```suggestion * @return A result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. ``` ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology Review Comment: ```suggestion * 2) Initialize or update the topology. The group epoch is bumped if the topology ``` What do you think about adding a newline after the first sentence as you did in 1)? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. Review Comment: ```suggestion * 1) Create or update the member. ``` ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,277 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( + group, + memberId, + memberEpoch, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + createIfNotExists + ); + } else { + throw new UnsupportedOperationException("Static members are not supported yet."); + } + + // 1. Create or update the member. + // If the member is new or has changed, a StreamsMemberMetadataValue record is written to the __consumer_offsets partition to + // persist the change. If the subscriptions have changed, the subscription metadata is updated and persisted by writing a + // StreamsPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a StreamsMetadataValue record to the partition. + StreamsGroupMember updatedMember = new StreamsGroupMember.Builder(member) + .maybeUpdateInstanceId(Optional.empty()) + .maybeUpdateRackId(Optional.ofNullable(rackId)) + .maybeUpdateRebalanceTimeoutMs(ofSentinel(rebalanceTimeoutMs)) + .maybeUpdateTopologyEpoch(topology != null ? OptionalInt.of(topology.epoch()) : OptionalInt.empty()) + .setClientId(clientId) + .setClientHost(clientHost) + .maybeUpdateProcessId(Optional.ofNullable(processId)) + .maybeUpdateClientTags(Optional.ofNullable(clientTags).map(x -> x.stream().collect(Collectors.toMap(KeyValue::key, KeyValue::value)))) + .maybeUpdateUserEndpoint(Optional.ofNullable(userEndpoint).map(x -> new StreamsGroupMemberMetadataValue.Endpoint().setHost(x.host()).setPort(x.port()))) + .build(); + + // If the group is newly created, we must ensure that it moves away from + // epoch 0 and that it is fully initialized. + int groupEpoch = group.groupEpoch(); + boolean bumpGroupEpoch = false; + + bumpGroupEpoch |= hasStreamsMemberMetadataChanged(groupId, member, updatedMember, records); + + // 2. Initialize/Update the group topology. + // If the member is new or has changed, a StreamsGroupTopologyValue record is written to the __consumer_offsets partition to persist + // the change. The group epoch is bumped if the topology has changed. + StreamsTopology updatedTopology; + boolean reconfigureTopology = false; + if (topology != null) { + StreamsGroupTopologyValue recordValue = convertToStreamsGroupTopologyRecord(topology); + + updatedTopology = StreamsTopology.fromRequest(topology); + + if (group.topology().isEmpty()) { + log.info("[GroupId {}][MemberId {}] Member initialized the topology with epoch {}", groupId, memberId, topology.epoch()); + + records.add(newStreamsGroupTopologyRecord(groupId, recordValue)); + + reconfigureTopology = true; + bumpGroupEpoch = true; + } else if (!updatedTopology.equals(group.topology().get())) { + throw new InvalidRequestException("Topology updates are not supported yet."); + } + } else if (group.topology().isPresent()) { + updatedTopology = group.topology().get(); + } else { + throw new IllegalStateException("The topology is null and the group topology is also null."); + } + + if (group.topology().isPresent() && updatedMember.topologyEpoch() < group.topology().get().topologyEpoch()) { + returnedStatus.add( + new StreamsGroupHeartbeatResponseData.Status() + .setStatusCode(StreamsGroupHeartbeatResponse.Status.STALE_TOPOLOGY.code()) + .setStatusDetail( + String.format( + "The member's topology epoch %d is behind the group's topology epoch %d.", + updatedMember.topologyEpoch(), + group.topology().get().topologyEpoch() + ) + ) + ); + } + + // 3. Determine the partition metadata and any internal topics if needed. + ConfiguredTopology updatedConfiguredTopology; + Map<String, org.apache.kafka.coordinator.group.streams.TopicMetadata> updatedPartitionMetadata; + if (reconfigureTopology || group.hasMetadataExpired(currentTimeMs)) { + + // The partition metadata is updated when the refresh deadline has been reached. Review Comment: Is this comment really needed? IMO it is even not accurate since the partition metadata is also updated if the topology needs to be reconfigured. All of this is clear from the condition in the `if`-clause. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( + group, + memberId, + memberEpoch, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + createIfNotExists + ); + } else { + throw new UnsupportedOperationException("Static members are not supported yet."); + } + + // 1. Create or update the member. + // If the member is new or has changed, a StreamsMemberMetadataValue record is written to the __consumer_offsets partition to + // persist the change. If the subscriptions have changed, the subscription metadata is updated and persisted by writing a + // StreamsPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a StreamsMetadataValue record to the partition. Review Comment: This comment does not really match the code. It describes actions that are not done in step 1. For example, the subscriptions are checked in step 3. Also the names of the records are not correct, for example, we renamed `StreamsPartitionMetadataValue` to `StreamsGroupPartitionMetadataValue` quite some time ago. Is this maybe a case of lying inline comments? And are those inline comments lying because they are hard to maintain? 🙂 In general, this method is quite long. I am wondering whether it would be better to extract each step into its own method (with its own javadocs). ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); Review Comment: Not directly related to the changes in this PR: I still do not like this method. What do you think about the following: ```java StreamsGroup getOrCreateStreamsGroup( String groupId ) throws GroupIdNotFoundException { Group group = groups.get(groupId); if (group == null) { return new StreamsGroup(logContext, snapshotRegistry, groupId, metrics); } else { return castToStreamsGroup(group); } } StreamsGroup getStreamsGroupOrThrow( String groupId ) throws GroupIdNotFoundException { Group group = groups.get(groupId); if (group == null) { throw new GroupIdNotFoundException(String.format("Streams group %s not found.", groupId)); } else { return castToStreamsGroup(group); } } private StreamsGroup castToStreamsGroup(final Group group) { if (group.type() == STREAMS) { return (StreamsGroup) group; } else { throw new GroupIdNotFoundException(String.format("Group %s is not a streams group.", group.groupId())); } } ``` I think splitting this method would make the code better readable. ```java final StreamsGroup group = memberEpoch == 0 ? getOrCreateStreamsGroup(groupId) : getStreamsGroupOrThrow(groupId); ``` Or with a conventional `if`-clause if you prefer. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,277 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( + group, + memberId, + memberEpoch, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + createIfNotExists + ); + } else { + throw new UnsupportedOperationException("Static members are not supported yet."); + } + + // 1. Create or update the member. + // If the member is new or has changed, a StreamsMemberMetadataValue record is written to the __consumer_offsets partition to + // persist the change. If the subscriptions have changed, the subscription metadata is updated and persisted by writing a + // StreamsPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a StreamsMetadataValue record to the partition. + StreamsGroupMember updatedMember = new StreamsGroupMember.Builder(member) + .maybeUpdateInstanceId(Optional.empty()) + .maybeUpdateRackId(Optional.ofNullable(rackId)) + .maybeUpdateRebalanceTimeoutMs(ofSentinel(rebalanceTimeoutMs)) + .maybeUpdateTopologyEpoch(topology != null ? OptionalInt.of(topology.epoch()) : OptionalInt.empty()) + .setClientId(clientId) + .setClientHost(clientHost) + .maybeUpdateProcessId(Optional.ofNullable(processId)) + .maybeUpdateClientTags(Optional.ofNullable(clientTags).map(x -> x.stream().collect(Collectors.toMap(KeyValue::key, KeyValue::value)))) + .maybeUpdateUserEndpoint(Optional.ofNullable(userEndpoint).map(x -> new StreamsGroupMemberMetadataValue.Endpoint().setHost(x.host()).setPort(x.port()))) + .build(); + + // If the group is newly created, we must ensure that it moves away from + // epoch 0 and that it is fully initialized. + int groupEpoch = group.groupEpoch(); + boolean bumpGroupEpoch = false; + + bumpGroupEpoch |= hasStreamsMemberMetadataChanged(groupId, member, updatedMember, records); + + // 2. Initialize/Update the group topology. + // If the member is new or has changed, a StreamsGroupTopologyValue record is written to the __consumer_offsets partition to persist + // the change. The group epoch is bumped if the topology has changed. + StreamsTopology updatedTopology; + boolean reconfigureTopology = false; + if (topology != null) { + StreamsGroupTopologyValue recordValue = convertToStreamsGroupTopologyRecord(topology); + + updatedTopology = StreamsTopology.fromRequest(topology); Review Comment: Should we rename `fromRequest()` to `fromHeartbeatRequest()` or rename `fromHeartbeatRequest()` in `TasksTuple` to `fromRequest()` to be consistent? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,277 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( + group, + memberId, + memberEpoch, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + createIfNotExists + ); + } else { + throw new UnsupportedOperationException("Static members are not supported yet."); + } + + // 1. Create or update the member. + // If the member is new or has changed, a StreamsMemberMetadataValue record is written to the __consumer_offsets partition to + // persist the change. If the subscriptions have changed, the subscription metadata is updated and persisted by writing a + // StreamsPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a StreamsMetadataValue record to the partition. + StreamsGroupMember updatedMember = new StreamsGroupMember.Builder(member) + .maybeUpdateInstanceId(Optional.empty()) + .maybeUpdateRackId(Optional.ofNullable(rackId)) + .maybeUpdateRebalanceTimeoutMs(ofSentinel(rebalanceTimeoutMs)) + .maybeUpdateTopologyEpoch(topology != null ? OptionalInt.of(topology.epoch()) : OptionalInt.empty()) + .setClientId(clientId) + .setClientHost(clientHost) + .maybeUpdateProcessId(Optional.ofNullable(processId)) + .maybeUpdateClientTags(Optional.ofNullable(clientTags).map(x -> x.stream().collect(Collectors.toMap(KeyValue::key, KeyValue::value)))) + .maybeUpdateUserEndpoint(Optional.ofNullable(userEndpoint).map(x -> new StreamsGroupMemberMetadataValue.Endpoint().setHost(x.host()).setPort(x.port()))) + .build(); + + // If the group is newly created, we must ensure that it moves away from + // epoch 0 and that it is fully initialized. + int groupEpoch = group.groupEpoch(); + boolean bumpGroupEpoch = false; + + bumpGroupEpoch |= hasStreamsMemberMetadataChanged(groupId, member, updatedMember, records); + + // 2. Initialize/Update the group topology. + // If the member is new or has changed, a StreamsGroupTopologyValue record is written to the __consumer_offsets partition to persist + // the change. The group epoch is bumped if the topology has changed. + StreamsTopology updatedTopology; + boolean reconfigureTopology = false; + if (topology != null) { + StreamsGroupTopologyValue recordValue = convertToStreamsGroupTopologyRecord(topology); + + updatedTopology = StreamsTopology.fromRequest(topology); + + if (group.topology().isEmpty()) { + log.info("[GroupId {}][MemberId {}] Member initialized the topology with epoch {}", groupId, memberId, topology.epoch()); + + records.add(newStreamsGroupTopologyRecord(groupId, recordValue)); + + reconfigureTopology = true; + bumpGroupEpoch = true; + } else if (!updatedTopology.equals(group.topology().get())) { + throw new InvalidRequestException("Topology updates are not supported yet."); + } + } else if (group.topology().isPresent()) { + updatedTopology = group.topology().get(); + } else { + throw new IllegalStateException("The topology is null and the group topology is also null."); + } + + if (group.topology().isPresent() && updatedMember.topologyEpoch() < group.topology().get().topologyEpoch()) { + returnedStatus.add( + new StreamsGroupHeartbeatResponseData.Status() + .setStatusCode(StreamsGroupHeartbeatResponse.Status.STALE_TOPOLOGY.code()) + .setStatusDetail( + String.format( + "The member's topology epoch %d is behind the group's topology epoch %d.", + updatedMember.topologyEpoch(), + group.topology().get().topologyEpoch() + ) + ) + ); + } + + // 3. Determine the partition metadata and any internal topics if needed. + ConfiguredTopology updatedConfiguredTopology; + Map<String, org.apache.kafka.coordinator.group.streams.TopicMetadata> updatedPartitionMetadata; + if (reconfigureTopology || group.hasMetadataExpired(currentTimeMs)) { + + // The partition metadata is updated when the refresh deadline has been reached. + updatedPartitionMetadata = group.computePartitionMetadata( + metadataImage.topics(), + updatedTopology + ); + + if (!updatedPartitionMetadata.equals(group.partitionMetadata())) { + log.info("[GroupId {}][MemberId {}] Computed new partition metadata: {}.", + groupId, memberId, updatedPartitionMetadata); + bumpGroupEpoch = true; + reconfigureTopology = true; + records.add(newStreamsGroupPartitionMetadataRecord(groupId, updatedPartitionMetadata)); + group.setPartitionMetadata(updatedPartitionMetadata); + } + + if (reconfigureTopology || group.configuredTopology().isEmpty()) { + log.info("[GroupId {}][MemberId {}] Configuring the topology {}", groupId, memberId, updatedTopology); + updatedConfiguredTopology = InternalTopicManager.configureTopics(logContext, updatedTopology, updatedPartitionMetadata); + } else { + updatedConfiguredTopology = group.configuredTopology().get(); + } + } else { + updatedConfiguredTopology = group.configuredTopology().get(); + updatedPartitionMetadata = group.partitionMetadata(); + } + + // Actually bump the group epoch + if (bumpGroupEpoch) { + groupEpoch += 1; + records.add(newStreamsGroupEpochRecord(groupId, groupEpoch)); + log.info("[GroupId {}][MemberId {}] Bumped streams group epoch to {}.", groupId, memberId, groupEpoch); + metrics.record(STREAMS_GROUP_REBALANCES_SENSOR_NAME); + group.setMetadataRefreshDeadline(currentTimeMs + METADATA_REFRESH_INTERVAL_MS, groupEpoch); + } + + // 4. Update the target assignment if the group epoch is larger than the target assignment epoch or a static member + // replaces an existing static member. + // The delta between the existing and the new target assignment is persisted to the partition. + int targetAssignmentEpoch; + TasksTuple targetAssignment; + if (groupEpoch > group.assignmentEpoch()) { + targetAssignment = updateStreamsTargetAssignment( + group, + groupEpoch, + updatedMember, + updatedConfiguredTopology, + updatedPartitionMetadata, + records + ); + targetAssignmentEpoch = groupEpoch; + } else { + targetAssignmentEpoch = group.assignmentEpoch(); + targetAssignment = group.targetAssignment(updatedMember.memberId()); + } + + // 5. Reconcile the member's assignment with the target assignment if the member is not + // fully reconciled yet. + updatedMember = maybeReconcile( + groupId, + updatedMember, + group::currentActiveTaskProcessId, + group::currentStandbyTaskProcessIds, + group::currentWarmupTaskProcessIds, + targetAssignmentEpoch, + targetAssignment, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + records + ); + + scheduleStreamsGroupSessionTimeout(groupId, memberId); + + // Prepare the response. + StreamsGroupHeartbeatResponseData response = new StreamsGroupHeartbeatResponseData() + .setMemberId(updatedMember.memberId()) + .setMemberEpoch(updatedMember.memberEpoch()) + .setHeartbeatIntervalMs(streamsGroupHeartbeatIntervalMs(groupId)); + + // The assignment is only provided in the following cases: + // 1. The member sent a full request. + // It does so when joining or rejoining the group with zero + // as the member epoch; or on any errors (e.g., timeout). + // We use all the non-optional fields to detect a full request as those must be set in a full request. + // 2. The member's assignment has been updated. + boolean isFullRequest = + rebalanceTimeoutMs != -1 + && ownedActiveTasks != null + && ownedStandbyTasks != null + && ownedWarmupTasks != null + && clientTags != null + && processId != null; Review Comment: Are there errors for which the member epoch would not be reset to 0? I am asking because if there are not such errors, we could just check the member epoch, right? Alternatively, would checking for the existence of the topology also guarantee a full request? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/streams/TasksTuple.java: ########## @@ -30,11 +34,11 @@ * An immutable tuple containing active, standby and warm-up tasks. * * @param activeTasks Active tasks. - * The key of the map is the subtopology ID and the value is the set of partition IDs. + * The key of the map is the subtopology ID, and the value is the set of partition IDs. Review Comment: Why this comma? ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1480,6 +1600,34 @@ private boolean isSubset( return true; } + /** + * Verifies that the tasks currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the streams + * only owns tasks which are in the assigned tasks. It does not match if + * it owns any other tasks. + * + * @param ownedTasks The tasks provided by the streams in the request. + * @param target The tasks that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isTaskSubset( Review Comment: A better name would be `areOwnedTasksContainedInAssignedTasks()`. ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -1805,6 +1990,280 @@ private List<ShareGroupHeartbeatResponseData.TopicPartitions> fromShareGroupAssi .toList(); } + /** + * Handles a regular heartbeat from a Streams group member. + * It mainly consists of five parts: + * 1) Created or update the member. + * The group epoch is bumped if the member has been created or updated. + * 2) Initialized or update the topology. The group epoch is bumped if the topology + * has been created or updated. + * 3) Determine the partition metadata and any internal topics that need to be created. + * 4) Update the target assignment for the streams group if the group epoch + * is larger than the current target assignment epoch. + * 5) Reconcile the member's assignment with the target assignment. + * + * @param groupId The group id from the request. + * @param memberId The member ID from the request. + * @param memberEpoch The member epoch from the request. + * @param instanceId The instance ID from the request or null. + * @param rackId The rack ID from the request or null. + * @param rebalanceTimeoutMs The rebalance timeout from the request or -1. + * @param clientId The client ID. + * @param clientHost The client host. + * @param topology The topology from the request or null. + * @param ownedActiveTasks The list of owned active tasks from the request or null. + * @param ownedStandbyTasks The list of owned standby tasks from the request or null. + * @param ownedWarmupTasks The list of owned warmup tasks from the request or null. + * @param userEndpoint User-defined endpoint for Interactive Queries, or null. + * @param clientTags Used for rack-aware assignment algorithm, or null. + * @param taskEndOffsets Cumulative changelog offsets for tasks, or null. + * @param taskOffsets Cumulative changelog end-offsets for tasks, or null. + * @param shutdownApplication Whether all Streams clients in the group should shut down. + * @return A Result containing the StreamsGroupHeartbeat response and a list of records to update the state machine. + */ + private CoordinatorResult<StreamsGroupHeartbeatResult, CoordinatorRecord> streamsGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + final StreamsGroupHeartbeatRequestData.Topology topology, + List<TaskIds> ownedActiveTasks, + List<TaskIds> ownedStandbyTasks, + List<TaskIds> ownedWarmupTasks, + final String processId, + final Endpoint userEndpoint, + final List<KeyValue> clientTags, + final List<TaskOffset> taskOffsets, + final List<TaskOffset> taskEndOffsets, + final boolean shutdownApplication + ) throws ApiException { + final long currentTimeMs = time.milliseconds(); + final List<CoordinatorRecord> records = new ArrayList<>(); + final List<StreamsGroupHeartbeatResponseData.Status> returnedStatus = new ArrayList<>(); + + // Get or create the streams group. + boolean createIfNotExists = memberEpoch == 0; + final StreamsGroup group = getOrMaybeCreateStreamsGroup(groupId, createIfNotExists); + + // Get or create the member. + StreamsGroupMember member; + if (instanceId == null) { + member = getOrMaybeSubscribeDynamicStreamsGroupMember( + group, + memberId, + memberEpoch, + ownedActiveTasks, + ownedStandbyTasks, + ownedWarmupTasks, + createIfNotExists + ); + } else { + throw new UnsupportedOperationException("Static members are not supported yet."); + } + + // 1. Create or update the member. + // If the member is new or has changed, a StreamsMemberMetadataValue record is written to the __consumer_offsets partition to + // persist the change. If the subscriptions have changed, the subscription metadata is updated and persisted by writing a + // StreamsPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a StreamsMetadataValue record to the partition. + StreamsGroupMember updatedMember = new StreamsGroupMember.Builder(member) + .maybeUpdateInstanceId(Optional.empty()) + .maybeUpdateRackId(Optional.ofNullable(rackId)) + .maybeUpdateRebalanceTimeoutMs(ofSentinel(rebalanceTimeoutMs)) + .maybeUpdateTopologyEpoch(topology != null ? OptionalInt.of(topology.epoch()) : OptionalInt.empty()) + .setClientId(clientId) + .setClientHost(clientHost) + .maybeUpdateProcessId(Optional.ofNullable(processId)) + .maybeUpdateClientTags(Optional.ofNullable(clientTags).map(x -> x.stream().collect(Collectors.toMap(KeyValue::key, KeyValue::value)))) + .maybeUpdateUserEndpoint(Optional.ofNullable(userEndpoint).map(x -> new StreamsGroupMemberMetadataValue.Endpoint().setHost(x.host()).setPort(x.port()))) + .build(); + + // If the group is newly created, we must ensure that it moves away from + // epoch 0 and that it is fully initialized. + int groupEpoch = group.groupEpoch(); + boolean bumpGroupEpoch = false; + + bumpGroupEpoch |= hasStreamsMemberMetadataChanged(groupId, member, updatedMember, records); Review Comment: Why not: ```java boolean bumpGroupEpoch = hasStreamsMemberMetadataChanged(groupId, member, updatedMember, records); ``` -- This is an automated message from the Apache Git Service. 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