jeffkbkim commented on code in PR #13639: URL: https://github.com/apache/kafka/pull/13639#discussion_r1206060783
########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -0,0 +1,876 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.kafka.coordinator.group; + +import org.apache.kafka.common.Uuid; +import org.apache.kafka.common.errors.ApiException; +import org.apache.kafka.common.errors.FencedMemberEpochException; +import org.apache.kafka.common.errors.GroupIdNotFoundException; +import org.apache.kafka.common.errors.GroupMaxSizeReachedException; +import org.apache.kafka.common.errors.InvalidRequestException; +import org.apache.kafka.common.errors.NotCoordinatorException; +import org.apache.kafka.common.errors.UnknownServerException; +import org.apache.kafka.common.errors.UnsupportedAssignorException; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatRequestData; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatResponseData; +import org.apache.kafka.common.requests.RequestContext; +import org.apache.kafka.common.utils.LogContext; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignor; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignorException; +import org.apache.kafka.coordinator.group.consumer.Assignment; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroup; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroupMember; +import org.apache.kafka.coordinator.group.consumer.CurrentAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TargetAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TopicMetadata; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataValue; +import org.apache.kafka.image.TopicsImage; +import org.apache.kafka.timeline.SnapshotRegistry; +import org.apache.kafka.timeline.TimelineHashMap; +import org.slf4j.Logger; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Optional; +import java.util.OptionalInt; +import java.util.Set; +import java.util.function.Function; +import java.util.stream.Collectors; + +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupEpochRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupSubscriptionMetadataRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newTargetAssignmentTombstoneRecord; + +/** + * The GroupMetadataManager manages the metadata of all generic and consumer groups. It holds + * the hard and the soft state of the groups. This class has two kinds of methods: + * 1) The request handlers which handle the requests and generate a response and records to + * mutate the hard state. Those records will be written by the runtime and applied to the + * hard state via the replay methods. + * 2) The replay methods which apply records to the hard state. Those are used in the request + * handling as well as during the initial loading of the records from the partitions. + */ +public class GroupMetadataManager { + + public static class Builder { + private LogContext logContext = null; + private SnapshotRegistry snapshotRegistry = null; + private List<PartitionAssignor> assignors = null; + private TopicsImage topicsImage = null; + private int consumerGroupMaxSize = Integer.MAX_VALUE; + private int consumerGroupHeartbeatIntervalMs = 5000; + + Builder withLogContext(LogContext logContext) { + this.logContext = logContext; + return this; + } + + Builder withSnapshotRegistry(SnapshotRegistry snapshotRegistry) { + this.snapshotRegistry = snapshotRegistry; + return this; + } + + Builder withAssignors(List<PartitionAssignor> assignors) { + this.assignors = assignors; + return this; + } + + Builder withConsumerGroupMaxSize(int consumerGroupMaxSize) { + this.consumerGroupMaxSize = consumerGroupMaxSize; + return this; + } + + Builder withConsumerGroupHeartbeatInterval(int consumerGroupHeartbeatIntervalMs) { + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + return this; + } + + Builder withTopicsImage(TopicsImage topicsImage) { + this.topicsImage = topicsImage; + return this; + } + + GroupMetadataManager build() { + if (logContext == null) logContext = new LogContext(); + if (snapshotRegistry == null) snapshotRegistry = new SnapshotRegistry(logContext); + if (topicsImage == null) topicsImage = TopicsImage.EMPTY; + + if (assignors == null || assignors.isEmpty()) { + throw new IllegalStateException("Assignors must be set before building."); + } + + return new GroupMetadataManager( + snapshotRegistry, + logContext, + assignors, + topicsImage, + consumerGroupMaxSize, + consumerGroupHeartbeatIntervalMs + ); + } + } + + /** + * The logger. + */ + private final Logger log; + + /** + * The snapshot registry. + */ + private final SnapshotRegistry snapshotRegistry; + + /** + * The supported partition assignors keyed by their name. + */ + private final Map<String, PartitionAssignor> assignors; + + /** + * The default assignor used. + */ + private final PartitionAssignor defaultAssignor; + + /** + * The generic and consumer groups keyed by their name. + */ + private final TimelineHashMap<String, Group> groups; + + /** + * The maximum number of members allowed in a single consumer group. + */ + private final int consumerGroupMaxSize; + + /** + * The heartbeat interval for consumer groups. + */ + private final int consumerGroupHeartbeatIntervalMs; + + /** + * The topics metadata (or image). + */ + private TopicsImage topicsImage; + + private GroupMetadataManager( + SnapshotRegistry snapshotRegistry, + LogContext logContext, + List<PartitionAssignor> assignors, + TopicsImage topicsImage, + int consumerGroupMaxSize, + int consumerGroupHeartbeatIntervalMs + ) { + this.log = logContext.logger(GroupMetadataManager.class); + this.snapshotRegistry = snapshotRegistry; + this.topicsImage = topicsImage; + this.assignors = assignors.stream().collect(Collectors.toMap(PartitionAssignor::name, Function.identity())); + this.defaultAssignor = assignors.get(0); + this.groups = new TimelineHashMap<>(snapshotRegistry, 0); + this.consumerGroupMaxSize = consumerGroupMaxSize; + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + } + + /** + * Gets or maybe creates a consumer group. + * + * @param groupId The group id. + * @param createIfNotExists A boolean indicating whether the group should be + * created if it does not exist. + * + * @return A ConsumerGroup. + * @throws GroupIdNotFoundException if the group does not exist and createIfNotExists is false or + * if the group is not a consumer group. + * + * Package private for testing. + */ + ConsumerGroup getOrMaybeCreateConsumerGroup( + String groupId, + boolean createIfNotExists + ) throws GroupIdNotFoundException { + Group group = groups.get(groupId); + + if (group == null && !createIfNotExists) { + throw new GroupIdNotFoundException(String.format("Consumer group %s not found.", groupId)); + } + + if (group == null) { + ConsumerGroup consumerGroup = new ConsumerGroup(snapshotRegistry, groupId); + groups.put(groupId, consumerGroup); + return consumerGroup; + } else { + if (group.type() == Group.GroupType.CONSUMER) { + return (ConsumerGroup) group; + } else { + // We don't support upgrading/downgrading between protocols at the moment so + // we throw an exception if a group exists with the wrong type. + throw new GroupIdNotFoundException(String.format("Group %s is not a consumer group.", groupId)); + } + } + } + + /** + * Removes the group. + * + * @param groupId The group id. + */ + private void removeGroup( + String groupId + ) { + groups.remove(groupId); + } + + /** + * Throws an InvalidRequestException if the value is non-null and empty. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfEmptyString( + String value, + String error + ) throws InvalidRequestException { + if (value != null && value.isEmpty()) { + throw new InvalidRequestException(error); + } + } + + /** + * Throws an InvalidRequestException if the value is non-null. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfNotNull( + Object value, + String error + ) throws InvalidRequestException { + if (value != null) { + throw new InvalidRequestException(error); + } + } + + /** + * Validates the request. + * + * @param request The request to validate. + * + * @throws InvalidRequestException if the request is not valid. + * @throws UnsupportedAssignorException if the assignor is not supported. + */ + private void throwIfConsumerGroupHeartbeatRequestIsInvalid( + ConsumerGroupHeartbeatRequestData request + ) throws InvalidRequestException, UnsupportedAssignorException { + throwIfEmptyString(request.groupId(), "GroupId can't be empty."); + throwIfEmptyString(request.instanceId(), "InstanceId can't be empty."); + throwIfEmptyString(request.rackId(), "RackId can't be empty."); + throwIfNotNull(request.subscribedTopicRegex(), "SubscribedTopicRegex is not supported yet."); + throwIfNotNull(request.clientAssignors(), "Client side assignors are not supported yet."); + + if (request.memberEpoch() > 0 || request.memberEpoch() == -1) { + throwIfEmptyString(request.memberId(), "MemberId can't be empty."); + } else if (request.memberEpoch() == 0) { + if (request.rebalanceTimeoutMs() == -1) { + throw new InvalidRequestException("RebalanceTimeoutMs must be provided in first request."); + } + if (request.topicPartitions() == null || !request.topicPartitions().isEmpty()) { + throw new InvalidRequestException("TopicPartitions must be empty when (re-)joining."); + } + if (request.subscribedTopicNames() == null || request.subscribedTopicNames().isEmpty()) { + throw new InvalidRequestException("SubscribedTopicNames must be set in first request."); + } + } else { + throw new InvalidRequestException("MemberEpoch is invalid."); + } + + if (request.serverAssignor() != null && !assignors.containsKey(request.serverAssignor())) { + throw new UnsupportedAssignorException("ServerAssignor " + request.serverAssignor() + + " is not supported. Supported assignors: " + String.join(", ", assignors.keySet()) + + "."); + } + } + + /** + * Verifies that the partitions currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the consumer + * only owns partitions which are in the assigned partitions. It does not match if + * it owns any other partitions. + * + * @param ownedTopicPartitions The partitions provided by the consumer in the request. + * @param target The partitions that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isSubset( + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions, + Map<Uuid, Set<Integer>> target + ) { + if (ownedTopicPartitions == null) return false; + + for (ConsumerGroupHeartbeatRequestData.TopicPartitions topicPartitions : ownedTopicPartitions) { + Set<Integer> partitions = target.get(topicPartitions.topicId()); + if (partitions == null) return false; + for (Integer partitionId : topicPartitions.partitions()) { + if (!partitions.contains(partitionId)) return false; + } + } + + return true; + } + + /** + * Checks whether the consumer group can accept a new member or not based on the + * max group side defined. Review Comment: nit: group size ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -0,0 +1,876 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.kafka.coordinator.group; + +import org.apache.kafka.common.Uuid; +import org.apache.kafka.common.errors.ApiException; +import org.apache.kafka.common.errors.FencedMemberEpochException; +import org.apache.kafka.common.errors.GroupIdNotFoundException; +import org.apache.kafka.common.errors.GroupMaxSizeReachedException; +import org.apache.kafka.common.errors.InvalidRequestException; +import org.apache.kafka.common.errors.NotCoordinatorException; +import org.apache.kafka.common.errors.UnknownServerException; +import org.apache.kafka.common.errors.UnsupportedAssignorException; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatRequestData; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatResponseData; +import org.apache.kafka.common.requests.RequestContext; +import org.apache.kafka.common.utils.LogContext; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignor; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignorException; +import org.apache.kafka.coordinator.group.consumer.Assignment; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroup; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroupMember; +import org.apache.kafka.coordinator.group.consumer.CurrentAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TargetAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TopicMetadata; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataValue; +import org.apache.kafka.image.TopicsImage; +import org.apache.kafka.timeline.SnapshotRegistry; +import org.apache.kafka.timeline.TimelineHashMap; +import org.slf4j.Logger; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Optional; +import java.util.OptionalInt; +import java.util.Set; +import java.util.function.Function; +import java.util.stream.Collectors; + +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupEpochRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupSubscriptionMetadataRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newTargetAssignmentTombstoneRecord; + +/** + * The GroupMetadataManager manages the metadata of all generic and consumer groups. It holds + * the hard and the soft state of the groups. This class has two kinds of methods: + * 1) The request handlers which handle the requests and generate a response and records to + * mutate the hard state. Those records will be written by the runtime and applied to the + * hard state via the replay methods. + * 2) The replay methods which apply records to the hard state. Those are used in the request + * handling as well as during the initial loading of the records from the partitions. + */ +public class GroupMetadataManager { + + public static class Builder { + private LogContext logContext = null; + private SnapshotRegistry snapshotRegistry = null; + private List<PartitionAssignor> assignors = null; + private TopicsImage topicsImage = null; + private int consumerGroupMaxSize = Integer.MAX_VALUE; + private int consumerGroupHeartbeatIntervalMs = 5000; + + Builder withLogContext(LogContext logContext) { + this.logContext = logContext; + return this; + } + + Builder withSnapshotRegistry(SnapshotRegistry snapshotRegistry) { + this.snapshotRegistry = snapshotRegistry; + return this; + } + + Builder withAssignors(List<PartitionAssignor> assignors) { + this.assignors = assignors; + return this; + } + + Builder withConsumerGroupMaxSize(int consumerGroupMaxSize) { + this.consumerGroupMaxSize = consumerGroupMaxSize; + return this; + } + + Builder withConsumerGroupHeartbeatInterval(int consumerGroupHeartbeatIntervalMs) { + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + return this; + } + + Builder withTopicsImage(TopicsImage topicsImage) { + this.topicsImage = topicsImage; + return this; + } + + GroupMetadataManager build() { + if (logContext == null) logContext = new LogContext(); + if (snapshotRegistry == null) snapshotRegistry = new SnapshotRegistry(logContext); + if (topicsImage == null) topicsImage = TopicsImage.EMPTY; + + if (assignors == null || assignors.isEmpty()) { + throw new IllegalStateException("Assignors must be set before building."); + } + + return new GroupMetadataManager( + snapshotRegistry, + logContext, + assignors, + topicsImage, + consumerGroupMaxSize, + consumerGroupHeartbeatIntervalMs + ); + } + } + + /** + * The logger. + */ + private final Logger log; + + /** + * The snapshot registry. + */ + private final SnapshotRegistry snapshotRegistry; + + /** + * The supported partition assignors keyed by their name. + */ + private final Map<String, PartitionAssignor> assignors; + + /** + * The default assignor used. + */ + private final PartitionAssignor defaultAssignor; + + /** + * The generic and consumer groups keyed by their name. + */ + private final TimelineHashMap<String, Group> groups; + + /** + * The maximum number of members allowed in a single consumer group. + */ + private final int consumerGroupMaxSize; + + /** + * The heartbeat interval for consumer groups. + */ + private final int consumerGroupHeartbeatIntervalMs; + + /** + * The topics metadata (or image). + */ + private TopicsImage topicsImage; + + private GroupMetadataManager( + SnapshotRegistry snapshotRegistry, + LogContext logContext, + List<PartitionAssignor> assignors, + TopicsImage topicsImage, + int consumerGroupMaxSize, + int consumerGroupHeartbeatIntervalMs + ) { + this.log = logContext.logger(GroupMetadataManager.class); + this.snapshotRegistry = snapshotRegistry; + this.topicsImage = topicsImage; + this.assignors = assignors.stream().collect(Collectors.toMap(PartitionAssignor::name, Function.identity())); + this.defaultAssignor = assignors.get(0); + this.groups = new TimelineHashMap<>(snapshotRegistry, 0); + this.consumerGroupMaxSize = consumerGroupMaxSize; + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + } + + /** + * Gets or maybe creates a consumer group. + * + * @param groupId The group id. + * @param createIfNotExists A boolean indicating whether the group should be + * created if it does not exist. + * + * @return A ConsumerGroup. + * @throws GroupIdNotFoundException if the group does not exist and createIfNotExists is false or + * if the group is not a consumer group. + * + * Package private for testing. + */ + ConsumerGroup getOrMaybeCreateConsumerGroup( + String groupId, + boolean createIfNotExists + ) throws GroupIdNotFoundException { + Group group = groups.get(groupId); + + if (group == null && !createIfNotExists) { + throw new GroupIdNotFoundException(String.format("Consumer group %s not found.", groupId)); + } + + if (group == null) { + ConsumerGroup consumerGroup = new ConsumerGroup(snapshotRegistry, groupId); + groups.put(groupId, consumerGroup); + return consumerGroup; + } else { + if (group.type() == Group.GroupType.CONSUMER) { + return (ConsumerGroup) group; + } else { + // We don't support upgrading/downgrading between protocols at the moment so + // we throw an exception if a group exists with the wrong type. + throw new GroupIdNotFoundException(String.format("Group %s is not a consumer group.", groupId)); + } + } + } + + /** + * Removes the group. + * + * @param groupId The group id. + */ + private void removeGroup( + String groupId + ) { + groups.remove(groupId); + } + + /** + * Throws an InvalidRequestException if the value is non-null and empty. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfEmptyString( + String value, + String error + ) throws InvalidRequestException { + if (value != null && value.isEmpty()) { + throw new InvalidRequestException(error); + } + } + + /** + * Throws an InvalidRequestException if the value is non-null. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfNotNull( + Object value, + String error + ) throws InvalidRequestException { + if (value != null) { + throw new InvalidRequestException(error); + } + } + + /** + * Validates the request. + * + * @param request The request to validate. + * + * @throws InvalidRequestException if the request is not valid. + * @throws UnsupportedAssignorException if the assignor is not supported. + */ + private void throwIfConsumerGroupHeartbeatRequestIsInvalid( + ConsumerGroupHeartbeatRequestData request + ) throws InvalidRequestException, UnsupportedAssignorException { + throwIfEmptyString(request.groupId(), "GroupId can't be empty."); + throwIfEmptyString(request.instanceId(), "InstanceId can't be empty."); + throwIfEmptyString(request.rackId(), "RackId can't be empty."); + throwIfNotNull(request.subscribedTopicRegex(), "SubscribedTopicRegex is not supported yet."); + throwIfNotNull(request.clientAssignors(), "Client side assignors are not supported yet."); + + if (request.memberEpoch() > 0 || request.memberEpoch() == -1) { + throwIfEmptyString(request.memberId(), "MemberId can't be empty."); + } else if (request.memberEpoch() == 0) { + if (request.rebalanceTimeoutMs() == -1) { + throw new InvalidRequestException("RebalanceTimeoutMs must be provided in first request."); + } + if (request.topicPartitions() == null || !request.topicPartitions().isEmpty()) { + throw new InvalidRequestException("TopicPartitions must be empty when (re-)joining."); + } + if (request.subscribedTopicNames() == null || request.subscribedTopicNames().isEmpty()) { + throw new InvalidRequestException("SubscribedTopicNames must be set in first request."); + } + } else { + throw new InvalidRequestException("MemberEpoch is invalid."); + } + + if (request.serverAssignor() != null && !assignors.containsKey(request.serverAssignor())) { + throw new UnsupportedAssignorException("ServerAssignor " + request.serverAssignor() + + " is not supported. Supported assignors: " + String.join(", ", assignors.keySet()) + + "."); + } + } + + /** + * Verifies that the partitions currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the consumer + * only owns partitions which are in the assigned partitions. It does not match if + * it owns any other partitions. + * + * @param ownedTopicPartitions The partitions provided by the consumer in the request. + * @param target The partitions that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isSubset( + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions, + Map<Uuid, Set<Integer>> target + ) { + if (ownedTopicPartitions == null) return false; + + for (ConsumerGroupHeartbeatRequestData.TopicPartitions topicPartitions : ownedTopicPartitions) { + Set<Integer> partitions = target.get(topicPartitions.topicId()); + if (partitions == null) return false; + for (Integer partitionId : topicPartitions.partitions()) { + if (!partitions.contains(partitionId)) return false; + } + } + + return true; + } + + /** + * Checks whether the consumer group can accept a new member or not based on the + * max group side defined. + * + * @param group The consumer group. + * @param memberId The member id. + * + * @throws GroupMaxSizeReachedException if the maximum capacity has been reached. + */ + private void throwIfConsumerGroupIsFull( + ConsumerGroup group, + String memberId + ) throws GroupMaxSizeReachedException { + // If the consumer group has reached its maximum capacity, the member is rejected if it is not + // already a member of the consumer group. + if (group.numMembers() >= consumerGroupMaxSize && (memberId.isEmpty() || !group.hasMember(memberId))) { + throw new GroupMaxSizeReachedException("The consumer group has reached its maximum capacity of " + + consumerGroupMaxSize + " members."); + } + } + + /** + * Validates the member epoch provided in the heartbeat request. + * + * @param member The consumer group member. + * @param receivedMemberEpoch The member epoch. + * @param ownedTopicPartitions The owned partitions. + * + * @throws NotCoordinatorException if the provided epoch is ahead of the epoch known + * by this coordinator. This suggests that the member + * got a higher epoch from another coordinator. + * @throws FencedMemberEpochException if the provided epoch is behind the epoch known + * by this coordinator. + */ + private void throwIfMemberEpochIsInvalid( + ConsumerGroupMember member, + int receivedMemberEpoch, + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions + ) { + if (receivedMemberEpoch > member.memberEpoch()) { + throw new FencedMemberEpochException("The consumer group member has a greater member " + + "epoch (" + receivedMemberEpoch + ") than the one known by the group coordinator (" + + member.memberEpoch() + "). The member must abandon all its partitions and rejoin."); + } else if (receivedMemberEpoch < member.memberEpoch()) { + // If the member comes with the previous epoch and has a subset of the current assignment partitions, + // we accept it because the response with the bumped epoch may have been lost. + if (receivedMemberEpoch != member.previousMemberEpoch() || !isSubset(ownedTopicPartitions, member.assignedPartitions())) { + throw new FencedMemberEpochException("The consumer group member has a smaller member " + + "epoch (" + receivedMemberEpoch + ") than the one known by the group coordinator (" + + member.memberEpoch() + "). The member must abandon all its partitions and rejoin."); + } + } + } + + private ConsumerGroupHeartbeatResponseData.Assignment createResponseAssignment( + ConsumerGroupMember member + ) { + ConsumerGroupHeartbeatResponseData.Assignment assignment = new ConsumerGroupHeartbeatResponseData.Assignment() + .setAssignedTopicPartitions(fromAssignmentMap(member.assignedPartitions())); + + if (member.state() == ConsumerGroupMember.MemberState.ASSIGNING) { + assignment.setPendingTopicPartitions(fromAssignmentMap(member.partitionsPendingAssignment())); + } + + return assignment; + } + + private List<ConsumerGroupHeartbeatResponseData.TopicPartitions> fromAssignmentMap( + Map<Uuid, Set<Integer>> assignment + ) { + return assignment.entrySet().stream() + .map(keyValue -> new ConsumerGroupHeartbeatResponseData.TopicPartitions() + .setTopicId(keyValue.getKey()) + .setPartitions(new ArrayList<>(keyValue.getValue()))) + .collect(Collectors.toList()); + } + + private OptionalInt ofSentinel(int value) { + return value != -1 ? OptionalInt.of(value) : OptionalInt.empty(); + } + + /** + * Handles a regular heartbeat from a consumer group member. It mainly consists of + * three parts: + * 1) The member is created or updated. The group epoch is bumped if the member + * has been created or updated. + * 2) The target assignment for the consumer group is updated if the group epoch + * is larger than the current target assignment epoch. + * 3) The member's assignment is reconciled 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 subscribedTopicNames The list of subscribed topic names from the request + * of null. + * @param subscribedTopicRegex The regular expression based subscription from the + * request or null. + * @param assignorName The assignor name from the request or null. + * @param ownedTopicPartitions The list of owned partitions from the request or null. + * + * @return A Result containing the ConsumerGroupHeartbeat response and + * a list of records to update the state machine. + */ + private Result<ConsumerGroupHeartbeatResponseData> consumerGroupHeartbeat( + String groupId, + String memberId, + int memberEpoch, + String instanceId, + String rackId, + int rebalanceTimeoutMs, + String clientId, + String clientHost, + List<String> subscribedTopicNames, + String subscribedTopicRegex, + String assignorName, + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions + ) throws ApiException { + List<Record> records = new ArrayList<>(); + + // Get or create the consumer group. + boolean createIfNotExists = memberEpoch == 0; + final ConsumerGroup group = getOrMaybeCreateConsumerGroup(groupId, createIfNotExists); + throwIfConsumerGroupIsFull(group, memberId); + + // Get or create the member. + if (memberId.isEmpty()) memberId = Uuid.randomUuid().toString(); + final ConsumerGroupMember member = group.getOrMaybeCreateMember(memberId, createIfNotExists); + throwIfMemberEpochIsInvalid(member, memberEpoch, ownedTopicPartitions); + + if (memberEpoch == 0) { + log.info("[GroupId " + groupId + "] Member " + memberId + " joins the consumer group."); + } + + // 1. Create or update the member. If the member is new or has changed, a ConsumerGroupMemberMetadataValue + // 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 ConsumerGroupPartitionMetadataValue + // record to the __consumer_offsets partition. Finally, the group epoch is bumped if the subscriptions have + // changed, and persisted by writing a ConsumerGroupMetadataValue record to the partition. + int groupEpoch = group.groupEpoch(); + Map<String, TopicMetadata> subscriptionMetadata = group.subscriptionMetadata(); + ConsumerGroupMember updatedMember = new ConsumerGroupMember.Builder(member) + .maybeUpdateInstanceId(Optional.ofNullable(instanceId)) + .maybeUpdateRackId(Optional.ofNullable(rackId)) + .maybeUpdateRebalanceTimeoutMs(ofSentinel(rebalanceTimeoutMs)) + .maybeUpdateServerAssignorName(Optional.ofNullable(assignorName)) + .maybeUpdateSubscribedTopicNames(Optional.ofNullable(subscribedTopicNames)) + .maybeUpdateSubscribedTopicRegex(Optional.ofNullable(subscribedTopicRegex)) + .setClientId(clientId) + .setClientHost(clientHost) + .build(); + + if (!updatedMember.equals(member)) { + records.add(newMemberSubscriptionRecord(groupId, updatedMember)); + + if (!updatedMember.subscribedTopicNames().equals(member.subscribedTopicNames())) { + log.info("[GroupId " + groupId + "] Member " + memberId + " updated its subscribed topics to: " + + updatedMember.subscribedTopicNames()); + + subscriptionMetadata = group.computeSubscriptionMetadata( + member, + updatedMember, + topicsImage + ); + + if (!subscriptionMetadata.equals(group.subscriptionMetadata())) { + log.info("[GroupId " + groupId + "] Computed new subscription metadata: " + + subscriptionMetadata + "."); + records.add(newGroupSubscriptionMetadataRecord(groupId, subscriptionMetadata)); + } + + groupEpoch += 1; + records.add(newGroupEpochRecord(groupId, groupEpoch)); + + log.info("[GroupId " + groupId + "] Bumped group epoch to " + groupEpoch + "."); + } + } + + // 2. Update the target assignment if the group epoch is larger than the target assignment epoch. The + // delta between the current and the new target assignment is persisted to the partition. Review Comment: nit: existing and the new target assignment ########## group-coordinator/src/main/java/org/apache/kafka/coordinator/group/GroupMetadataManager.java: ########## @@ -0,0 +1,876 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.kafka.coordinator.group; + +import org.apache.kafka.common.Uuid; +import org.apache.kafka.common.errors.ApiException; +import org.apache.kafka.common.errors.FencedMemberEpochException; +import org.apache.kafka.common.errors.GroupIdNotFoundException; +import org.apache.kafka.common.errors.GroupMaxSizeReachedException; +import org.apache.kafka.common.errors.InvalidRequestException; +import org.apache.kafka.common.errors.NotCoordinatorException; +import org.apache.kafka.common.errors.UnknownServerException; +import org.apache.kafka.common.errors.UnsupportedAssignorException; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatRequestData; +import org.apache.kafka.common.message.ConsumerGroupHeartbeatResponseData; +import org.apache.kafka.common.requests.RequestContext; +import org.apache.kafka.common.utils.LogContext; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignor; +import org.apache.kafka.coordinator.group.assignor.PartitionAssignorException; +import org.apache.kafka.coordinator.group.consumer.Assignment; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroup; +import org.apache.kafka.coordinator.group.consumer.ConsumerGroupMember; +import org.apache.kafka.coordinator.group.consumer.CurrentAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TargetAssignmentBuilder; +import org.apache.kafka.coordinator.group.consumer.TopicMetadata; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupCurrentMemberAssignmentValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMemberMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupPartitionMetadataValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMemberValue; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataKey; +import org.apache.kafka.coordinator.group.generated.ConsumerGroupTargetAssignmentMetadataValue; +import org.apache.kafka.image.TopicsImage; +import org.apache.kafka.timeline.SnapshotRegistry; +import org.apache.kafka.timeline.TimelineHashMap; +import org.slf4j.Logger; + +import java.util.ArrayList; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Optional; +import java.util.OptionalInt; +import java.util.Set; +import java.util.function.Function; +import java.util.stream.Collectors; + +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newCurrentAssignmentTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupEpochRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newGroupSubscriptionMetadataRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newMemberSubscriptionTombstoneRecord; +import static org.apache.kafka.coordinator.group.RecordHelpers.newTargetAssignmentTombstoneRecord; + +/** + * The GroupMetadataManager manages the metadata of all generic and consumer groups. It holds + * the hard and the soft state of the groups. This class has two kinds of methods: + * 1) The request handlers which handle the requests and generate a response and records to + * mutate the hard state. Those records will be written by the runtime and applied to the + * hard state via the replay methods. + * 2) The replay methods which apply records to the hard state. Those are used in the request + * handling as well as during the initial loading of the records from the partitions. + */ +public class GroupMetadataManager { + + public static class Builder { + private LogContext logContext = null; + private SnapshotRegistry snapshotRegistry = null; + private List<PartitionAssignor> assignors = null; + private TopicsImage topicsImage = null; + private int consumerGroupMaxSize = Integer.MAX_VALUE; + private int consumerGroupHeartbeatIntervalMs = 5000; + + Builder withLogContext(LogContext logContext) { + this.logContext = logContext; + return this; + } + + Builder withSnapshotRegistry(SnapshotRegistry snapshotRegistry) { + this.snapshotRegistry = snapshotRegistry; + return this; + } + + Builder withAssignors(List<PartitionAssignor> assignors) { + this.assignors = assignors; + return this; + } + + Builder withConsumerGroupMaxSize(int consumerGroupMaxSize) { + this.consumerGroupMaxSize = consumerGroupMaxSize; + return this; + } + + Builder withConsumerGroupHeartbeatInterval(int consumerGroupHeartbeatIntervalMs) { + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + return this; + } + + Builder withTopicsImage(TopicsImage topicsImage) { + this.topicsImage = topicsImage; + return this; + } + + GroupMetadataManager build() { + if (logContext == null) logContext = new LogContext(); + if (snapshotRegistry == null) snapshotRegistry = new SnapshotRegistry(logContext); + if (topicsImage == null) topicsImage = TopicsImage.EMPTY; + + if (assignors == null || assignors.isEmpty()) { + throw new IllegalStateException("Assignors must be set before building."); + } + + return new GroupMetadataManager( + snapshotRegistry, + logContext, + assignors, + topicsImage, + consumerGroupMaxSize, + consumerGroupHeartbeatIntervalMs + ); + } + } + + /** + * The logger. + */ + private final Logger log; + + /** + * The snapshot registry. + */ + private final SnapshotRegistry snapshotRegistry; + + /** + * The supported partition assignors keyed by their name. + */ + private final Map<String, PartitionAssignor> assignors; + + /** + * The default assignor used. + */ + private final PartitionAssignor defaultAssignor; + + /** + * The generic and consumer groups keyed by their name. + */ + private final TimelineHashMap<String, Group> groups; + + /** + * The maximum number of members allowed in a single consumer group. + */ + private final int consumerGroupMaxSize; + + /** + * The heartbeat interval for consumer groups. + */ + private final int consumerGroupHeartbeatIntervalMs; + + /** + * The topics metadata (or image). + */ + private TopicsImage topicsImage; + + private GroupMetadataManager( + SnapshotRegistry snapshotRegistry, + LogContext logContext, + List<PartitionAssignor> assignors, + TopicsImage topicsImage, + int consumerGroupMaxSize, + int consumerGroupHeartbeatIntervalMs + ) { + this.log = logContext.logger(GroupMetadataManager.class); + this.snapshotRegistry = snapshotRegistry; + this.topicsImage = topicsImage; + this.assignors = assignors.stream().collect(Collectors.toMap(PartitionAssignor::name, Function.identity())); + this.defaultAssignor = assignors.get(0); + this.groups = new TimelineHashMap<>(snapshotRegistry, 0); + this.consumerGroupMaxSize = consumerGroupMaxSize; + this.consumerGroupHeartbeatIntervalMs = consumerGroupHeartbeatIntervalMs; + } + + /** + * Gets or maybe creates a consumer group. + * + * @param groupId The group id. + * @param createIfNotExists A boolean indicating whether the group should be + * created if it does not exist. + * + * @return A ConsumerGroup. + * @throws GroupIdNotFoundException if the group does not exist and createIfNotExists is false or + * if the group is not a consumer group. + * + * Package private for testing. + */ + ConsumerGroup getOrMaybeCreateConsumerGroup( + String groupId, + boolean createIfNotExists + ) throws GroupIdNotFoundException { + Group group = groups.get(groupId); + + if (group == null && !createIfNotExists) { + throw new GroupIdNotFoundException(String.format("Consumer group %s not found.", groupId)); + } + + if (group == null) { + ConsumerGroup consumerGroup = new ConsumerGroup(snapshotRegistry, groupId); + groups.put(groupId, consumerGroup); + return consumerGroup; + } else { + if (group.type() == Group.GroupType.CONSUMER) { + return (ConsumerGroup) group; + } else { + // We don't support upgrading/downgrading between protocols at the moment so + // we throw an exception if a group exists with the wrong type. + throw new GroupIdNotFoundException(String.format("Group %s is not a consumer group.", groupId)); + } + } + } + + /** + * Removes the group. + * + * @param groupId The group id. + */ + private void removeGroup( + String groupId + ) { + groups.remove(groupId); + } + + /** + * Throws an InvalidRequestException if the value is non-null and empty. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfEmptyString( + String value, + String error + ) throws InvalidRequestException { + if (value != null && value.isEmpty()) { + throw new InvalidRequestException(error); + } + } + + /** + * Throws an InvalidRequestException if the value is non-null. + * + * @param value The value. + * @param error The error message. + * @throws InvalidRequestException + */ + private void throwIfNotNull( + Object value, + String error + ) throws InvalidRequestException { + if (value != null) { + throw new InvalidRequestException(error); + } + } + + /** + * Validates the request. + * + * @param request The request to validate. + * + * @throws InvalidRequestException if the request is not valid. + * @throws UnsupportedAssignorException if the assignor is not supported. + */ + private void throwIfConsumerGroupHeartbeatRequestIsInvalid( + ConsumerGroupHeartbeatRequestData request + ) throws InvalidRequestException, UnsupportedAssignorException { + throwIfEmptyString(request.groupId(), "GroupId can't be empty."); + throwIfEmptyString(request.instanceId(), "InstanceId can't be empty."); + throwIfEmptyString(request.rackId(), "RackId can't be empty."); + throwIfNotNull(request.subscribedTopicRegex(), "SubscribedTopicRegex is not supported yet."); + throwIfNotNull(request.clientAssignors(), "Client side assignors are not supported yet."); + + if (request.memberEpoch() > 0 || request.memberEpoch() == -1) { + throwIfEmptyString(request.memberId(), "MemberId can't be empty."); + } else if (request.memberEpoch() == 0) { + if (request.rebalanceTimeoutMs() == -1) { + throw new InvalidRequestException("RebalanceTimeoutMs must be provided in first request."); + } + if (request.topicPartitions() == null || !request.topicPartitions().isEmpty()) { + throw new InvalidRequestException("TopicPartitions must be empty when (re-)joining."); + } + if (request.subscribedTopicNames() == null || request.subscribedTopicNames().isEmpty()) { + throw new InvalidRequestException("SubscribedTopicNames must be set in first request."); + } + } else { + throw new InvalidRequestException("MemberEpoch is invalid."); + } + + if (request.serverAssignor() != null && !assignors.containsKey(request.serverAssignor())) { + throw new UnsupportedAssignorException("ServerAssignor " + request.serverAssignor() + + " is not supported. Supported assignors: " + String.join(", ", assignors.keySet()) + + "."); + } + } + + /** + * Verifies that the partitions currently owned by the member (the ones set in the + * request) matches the ones that the member should own. It matches if the consumer + * only owns partitions which are in the assigned partitions. It does not match if + * it owns any other partitions. + * + * @param ownedTopicPartitions The partitions provided by the consumer in the request. + * @param target The partitions that the member should have. + * + * @return A boolean indicating whether the owned partitions are a subset or not. + */ + private boolean isSubset( + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions, + Map<Uuid, Set<Integer>> target + ) { + if (ownedTopicPartitions == null) return false; + + for (ConsumerGroupHeartbeatRequestData.TopicPartitions topicPartitions : ownedTopicPartitions) { + Set<Integer> partitions = target.get(topicPartitions.topicId()); + if (partitions == null) return false; + for (Integer partitionId : topicPartitions.partitions()) { + if (!partitions.contains(partitionId)) return false; + } + } + + return true; + } + + /** + * Checks whether the consumer group can accept a new member or not based on the + * max group side defined. + * + * @param group The consumer group. + * @param memberId The member id. + * + * @throws GroupMaxSizeReachedException if the maximum capacity has been reached. + */ + private void throwIfConsumerGroupIsFull( + ConsumerGroup group, + String memberId + ) throws GroupMaxSizeReachedException { + // If the consumer group has reached its maximum capacity, the member is rejected if it is not + // already a member of the consumer group. + if (group.numMembers() >= consumerGroupMaxSize && (memberId.isEmpty() || !group.hasMember(memberId))) { + throw new GroupMaxSizeReachedException("The consumer group has reached its maximum capacity of " + + consumerGroupMaxSize + " members."); + } + } + + /** + * Validates the member epoch provided in the heartbeat request. + * + * @param member The consumer group member. + * @param receivedMemberEpoch The member epoch. + * @param ownedTopicPartitions The owned partitions. + * + * @throws NotCoordinatorException if the provided epoch is ahead of the epoch known + * by this coordinator. This suggests that the member + * got a higher epoch from another coordinator. + * @throws FencedMemberEpochException if the provided epoch is behind the epoch known + * by this coordinator. + */ + private void throwIfMemberEpochIsInvalid( + ConsumerGroupMember member, + int receivedMemberEpoch, + List<ConsumerGroupHeartbeatRequestData.TopicPartitions> ownedTopicPartitions + ) { + if (receivedMemberEpoch > member.memberEpoch()) { + throw new FencedMemberEpochException("The consumer group member has a greater member " + + "epoch (" + receivedMemberEpoch + ") than the one known by the group coordinator (" + + member.memberEpoch() + "). The member must abandon all its partitions and rejoin."); + } else if (receivedMemberEpoch < member.memberEpoch()) { Review Comment: do we have a test case for this? i expect that when we accept a request with the previous epoch, we compute the diff from the request's owned partitions and the target assignment and respond to the consumer (assignedTopicPartitions, pending assignment if exists). which would be identical to what we do for the expected member epoch. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: jira-unsubscr...@kafka.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org
