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Status

Current stateUnder Discussion

Discussion thread: https://lists.apache.org/thread.html/7efa8cd169cadc7dc9cf86a7c0dbbab1836ddb5024d310fcebacf80c@%3Cdev.kafka.apache.org%3E

JIRA Unable to render Jira issues macro, execution error.

Please keep the discussion on the mailing list rather than commenting on the wiki (wiki discussions get unwieldy fast).

Motivation

Today, Kafka uniquely identifies a topic by its name. This is generally sufficient however there are flaws with this scheme when a topic is deleted and recreated with the same name. Kafka currently attempts to prevent issues resulting from stale topics by ensuring a topic is fully deleted from all replicas before completing a deletion. This solution is imperfect, as it is possible for partitions to be reassigned away from brokers while they are down and there are no guarantees that this state will ever be cleaned up.

When a topic deletion is performed the controller must wait for all brokers to delete their local replicas. This blocks creation of a topic with the same name as a deleted topic until all replicas have successfully deleted the topic's data. This can mean that downtime for a single broker can effectively cause a complete outage for everyone producing/consuming to that topic name if a topic cannot be recreated without manual intervention.

Topic IDs aim to address this issue by associating a truly unique ID with each topic, ensuring a newly created topic with a previously used name cannot be confused with a previous topic with that name.

Topic IDs solve several additional problems:

  1. Renaming topics becomes feasible (although there may still be some complexity with the need to support the old name for a while as part of migration, etc.)  Renaming topics may seem minor, but it will be difficult to have hierarchical topics without having some kind of renaming support.
  2. We can eventually get rid of the "deleting" state for topics. If a broker is down but there is some topic data there that is no longer relevant, it won't cause problems later on. It can be deleted when the broker rejoins the cluster and realizes that the relevant topic ID is not present any more. We gain some additional safety where stale/deleted replicas may currently interact with live ones.
  3. Sending 16 byte UUIDs instead of Strings over Kafka RPCs can be smaller. A string is 2 bytes plus the data, whereas the UUID is fixed 16 bytes.  For any topic name with more than than 14 single byte characters (16 bytes serialized), UUIDs will be smaller. They will also be faster to compare and more friendly to the garbage collector.
  4. They will provide a true measure of topic uniqueness across clusters. This may be important in multi-cluster Kafka deployments where additional safety and debuggability is desired.

Overall, topic IDs provide a safer way for brokers to replicate topics without any chance of incorrectly interacting with stale topics with the same name. By preventing such scenarios, we can simplify a number of other interactions such as topic deletes which are currently more complicated and problematic than necessary.

Public Interfaces

Minor changes to the TopicDescription interface will be made to allow clients to access the topic ID of topics found in metadata responses.

/**
* Create an instance with the specified parameters.
*
* @param name The topic name
* @param internal Whether the topic is internal to Kafka
* @param partitions A list of partitions where the index represents the partition id and the element contains
* leadership and replica information for that partition.
* @param authorizedOperations authorized operations for this topic, or null if this is not known.
* @param topicId Unique value that identifies the topic
*
*/
public TopicDescription(String name, boolean internal, List<TopicPartitionInfo> partitions,
Set<AclOperation> authorizedOperations, UUID topicId)

/**
* A unique identifier for the topic.
*/
public UUID topicId()

Additionally, it may be dangerous to use older versions of Kafka tools with new broker versions when using their --zookeeper flags. Use of older tools in this way is not supported today.

Proposed Changes

Topic IDs will be represented with 64 bit v4 UUIDs. A UUID with all bits as 0 will be reserved as a null UUID as the Kafka RPC protocol does not allow for nullable fields. When printed or stored as a string, topic IDs will be converted to base64 string representation.

On handling a CreateTopicRequest brokers will create the topic znode under /brokers/topics/[topic], as usual.

The znode value will now contain an additional topic ID field, represented as a base64 string in the "id" field, and the schema version will be bumped to version 3.

Schema:
{ "fields" :
    [ {"name": "version", "type": "int", "id": "UUID", "doc": "version id"},
      {"name": "partitions",
       "type": {"type": "map",
                "values": {"type": "array", "items": "int", "doc": "a list of replica ids"},
                "doc": "a map from partition id to replica list"},
      }
    ]
}
 
Example:
{
  "version": 3,
  "id": "b8tRS7h4TJ2Vt43Dp85v2A",
  "partitions": {"0": [0, 1, 3] }
}

The controller will maintain local in-memory state containing a mapping from topic name to topic ID. On controller startup, the topic ID will automatically be loaded into memory along with the topics and partitions. A random UUID will be generated on topic creation or on migration of an existing topic without topic IDs.

The controller will supply topic IDs for all topic partitions to brokers by sending LeaderAndIsrRequest(s) that contain the topic IDs for all partitions contained in the request.

Requests to describe topics will return a result containing TopicDescriptions with topic IDs for each topic

Protocol Changes

The fields added to requests and responses below will be tagged fields to avoid changing the inter-broker protocol.

LeaderAndIsr

LeaderAndIsrRequest v5

LeaderAndIsr Request (Version: 5) => controller_id controller_epoch broker_epoch type* [topic_states] [live_leaders]
  controller_id => INT32
  controller_epoch => INT32
  broker_epoch => INT64
  type* => INT8 (tagged field)
  topic_states => topic topic_id* [partition_states]
    topic => STRING
    topic_id* => UUID (tagged field)
    partition_states => partition controller_epoch leader leader_epoch [isr] zk_version [replicas] is_new
      partition => INT32
      controller_epoch => INT32
      leader => INT32
      leader_epoch => INT32
      isr => INT32
      zk_version => INT32
      replicas => INT32
      is_new => BOOLEAN
  live_leaders => id host port
    id => INT32
    host => STRING
    port => INT32


LeaderAndIsrRequest v4 adds the topic ID to the topic_states field, and an enum type to denote the type of LeaderAndIsrRequest. Currently, the first LeaderAndIsrRequest sent to a broker by a controller contains all TopicPartitions that a broker is a replica for. We will formalize this behavior by also including a type enum to denote the type of LeaderAndIsrRequest. 

valueenumdescription
0UNSPECIFIEDUnspecified type. Defaults to incremental / previous behavior.
1INCREMENTALA LeaderAndIsrRequest that is not guaranteed to contain all topic partitions assigned to a broker.

2

FULLA full LeaderAndIsrRequest containing all partitions the broker is a replica for.

When type = FULL, the broker is able to reconcile its local state on disk with the request. Any partition not contained in this request and present on local disk can be staged for deletion. There are two such types of stale request.

1. The TopicPartition is not present in the LeaderAndIsrRequest.

2. The TopicPartition is contained in the request, but the topic ID that does not match the local topic partition stored on the broker.

Reconciliation may also be necessary if type = INCREMENTAL and the topic ID set on a local partition does not match the topic ID contained in the request. A TopicPartition with the same name and a different topic ID by implies that the local topic partition is stale, as the topic must have been deleted to create a new topic with a different topic ID.

When type = UNSPECIFIED, the request will be treated in a way that allows for backwards compatibility with older request types.

Deletion

Deletion of stale partitions triggered by LeaderAndIsrRequest(s) will take place by:

  1. Logging at WARN level all partitions that will be deleted and the time that they will be be deleted at.
  2. Move the partition's directory to log.dir/deleting/{topic_id}_{partition}
  3. Schedule deletion from disk with a delay of delete.stale.topic.delay.ms ms. This will clear the deleting directory of the partition's contents.

LeaderAndIsrResponse v5

LeaderAndIsr Response (Version: 5) => error_code [partitions]
  error_code => INT16
  partitions => topic topic_id* partition error_code
    topic_id* => UUID (tagged field)
    partition => INT32
    error_code => INT16

The topic name field has been removed.

StopReplica

StopReplicaRequest v2

StopReplica Request (Version: 2) => controller_id controller_epoch broker_epoch delete_partitions [partitions]
  controller_id => INT32
  controller_epoch => INT32
  broker_epoch => INT64
  delete_partitions => BOOLEAN
  partitions => topic topic_id* [partition_ids]
    topic => STRING
    topic_id* => UUID (tagged field)
    partition_ids => INT32

StopReplicaResponse v2

StopReplica Response (Version: 2) => error_code [partitions]
  error_code => INT16
  partitions => topic topic_id* partition error_code
    topic => STRING
    topic_id* => UUID (tagged field)
    partition => INT32
    error_code => INT16

Fetch

To avoid issues where requests are made to stale partitions, a topic_id field will be added to fence reads from deleted topics. Note that the leader epoch is not sufficient for preventing these issues, as the partition leader epoch is reset when a topic is deleted and recreated.

FetchRequest v12

Fetch Request (Version: 12) => replica_id max_wait_time min_bytes max_bytes isolation_level session_id session_epoch [topics] [forgotten_topics_data] rack_id
  replica_id => INT32
  max_wait_time => INT32
  min_bytes => INT32
  max_bytes => INT32
  isolation_level => INT8
  session_id => INT32
  session_epoch => INT32
  topics => topic topic_id* [partitions]
    topic => STRING
    topic_id* => UUID (tagged field)
    partitions => partition current_leader_epoch fetch_offset log_start_offset partition_max_bytes
      partition => INT32
      current_leader_epoch => INT32
      fetch_offset => INT64
      log_start_offset => INT64
      partition_max_bytes => INT32
  forgotten_topics_data => topic [partitions]
    topic => STRING
    partitions => INT32
  rack_id => STRING

FetchResponse v12

Fetch Response (Version: 12) => throttle_time_ms error_code session_id [responses]
  throttle_time_ms => INT32
  error_code => INT16
  session_id => INT32
  responses => topic topic_id* [partition_responses]
    topic => STRING
    topic_id* => UUID (tagged field)
    partition_responses => partition_header record_set
      partition_header => partition error_code high_watermark last_stable_offset log_start_offset [aborted_transactions] preferred_read_replica
        partition => INT32
        error_code => INT16
        high_watermark => INT64
        last_stable_offset => INT64
        log_start_offset => INT64
        aborted_transactions => producer_id first_offset
          producer_id => INT64
          first_offset => INT64
        preferred_read_replica => INT32
      record_set => RECORDS

ListOffsets

To avoid issues where requests are made to stale partitions, a topic_id field will be added to fence reads from deleted topics.

ListOffsetRequest v6

ListOffset Request (Version: 6) => replica_id isolation_level [topics]
  replica_id => INT32
  isolation_level => INT8
  topics => topic topic_id* [partitions]
    topic => STRING
    topic_id* => UUID (tagged field)
    partitions => partition current_leader_epoch timestamp
      partition => INT32
      current_leader_epoch => INT32
      timestamp => INT64

ListOffsetResponse v6

ListOffset Response (Version: 6) => throttle_time_ms [responses]
  throttle_time_ms => INT32
  responses => topic topic_id* [partition_responses]
    topic => STRING
    topic_id* => UUID (tagged field)
    partition_responses => partition error_code timestamp offset leader_epoch
      partition => INT32
      error_code => INT16
      timestamp => INT64
      offset => INT64
      leader_epoch => INT32

OffsetForLeader

To avoid issues where requests are made to stale partitions, a topic_id field will be added to fence reads from deleted topics.

OffsetForLeaderRequest v4

OffsetForLeaderEpoch Request (Version: 4) => replica_id [topics]
  replica_id => INT32
  topics => topic topic_id* [partitions]
    topic => STRING
    topic_id* => UUID (tagged field)
    partitions => partition current_leader_epoch leader_epoch
      partition => INT32
      current_leader_epoch => INT32
      leader_epoch => INT32

OffsetForLeaderResponse v4

OffsetForLeaderEpoch Response (Version: 4) => throttle_time_ms [topics]
  throttle_time_ms => INT32
  topics => topic topic_id* [partitions]
    topic => STRING
    topic_id* => UUID (tagged field)
    partitions => error_code partition leader_epoch end_offset
      error_code => INT16
      partition => INT32
      leader_epoch => INT32
      end_offset => INT64

Metadata

MetadataResponse must be modified so that describeTopics includes the topic id for each topic.

MetadataResponse v9

Metadata Response (Version: 9) => throttle_time_ms [brokers] cluster_id controller_id [topics] cluster_authorized_operations
    throttle_time_ms => INT32
    brokers => node_id host port rack
        node_id => INT32
        host => STRING
        port => INT32
        rack => STRING
    cluster_id => STRING
    controller_id => INT32
    topics => error_code name is_internal [partitions] topic_authorized_operations topic_id*
        error_code => INT16
        name => STRING
        is_internal => BOOL
        partitions => error_code partition_index leader_id leader_epoch [replica_nodes] [isr_nodes] [offline_replicas]
            error_code => INT16
            partition_index => INT32
            leader_id => INT32
            leader_epoch => INT32
            replica_nodes => INT32
            isr_nodes => INT32
            offline_replicas => INT32
        topic_authorized_operations => INT32
        topic_id* => UUID (tagged field)
    cluster_authorized_operations => INT32

UpdateMetadata

UpdateMetadata should also include the topic ID.

UpdateMetadataRequest v6

UpdateMetadata Request (Version: 6) => controller_id controller_epoch broker_epoch [ungrouped_partition_states] [topic_states] [live_brokers] 
    controller_id => INT32
    controller_epoch => INT32
    broker_epoch => INT64
    ungrouped_partition_states => UpdateMetadataPartitionState
    topic_states => topic_name topic_id* [partition_states]
        topic_name => STRING
        topic_id* => UUID (tagged field)
        partition_states => UpdateMetadataPartitionState
    live_brokers => id v0_host v0_port [endpoints] rack
        id => INT32
        v0_host => STRING
        v0_port => INT32
        endpoints => port host listener security_protocol
            port => INT32
            host => STRING
            listener => STRING
            security_protocol => INT16
        rack => STRING


DeleteTopics

With the addition of topic IDs and the changes to LeaderAndIsrRequest described above, we can now make changes to topic deletion logic that will allow topics to be immediately considered deleted, regardless of whether all replicas have responded to a DeleteTopicsRequest.

When the controller receives a DeleteTopicsRequest, if the IBP is >= MIN_TOPIC_ID_VERSION it will delete the /brokers/topics/[topic] znode payload and immediately reply to the DeleteTopicsRequest with a successful response. At this point, the topic is considered deleted, and a topic with the same name can be created.

Although the topic is safely deleted at this point, it must still be garbage collected. To garbage collect, the controller will then send StopReplicaRequest(s) to all brokers assigned as replicas for the deleted topic. For the most part, deletion logic can be maintained between IBP versions, with some differences in responses and cleanup in ZooKeeper. Both formats must still be supported, as the IBP may not be bumped right away and deletes may have already been staged before the IBP bump occurs.

The updated controller's delete logic will:

  1. Collect deleted topics:
    1. Old format: /admin/delete_topics pulling the topic state from /brokers/topics/[topic].
    2. New in-memory topic deletion states from received DeleteTopicsRequest(s) 
  2. Remove deleted topics from replicas by sending StopReplicaRequest V1 for any topics which do not contain a topic ID, and V2 for any topics which do contain a topic ID.
  3. Finalize successful deletes:
    1. For /admin/delete_topics deletes, we may need to respond to the TopicDeleteRequest. We can also delete the topic znode at /admin/delete_topics/[topic] and /brokers/topics/[topic].
    2. For deletes for topics with topic IDs, remove the topic from the in memory topic deletion state on the controller.
  4. Any unsuccessful StopReplicaRequest(s) will be retried after retryMs, starting from 1) and will be maintained in memory.

This leads to the question of what should be done if the controller never receives a successful response from a replica for a StopReplicaRequest. Under such a scenario it is still safe to stop retrying after a reasonable number of retries and time. Given that LeaderAndIsrRequest v3 includes a type flag, allowing for FULL requests to be identified, any stale partitions will be reconciled and deleted by a broker on startup upon receiving the initial LeaderAndIsrRequest from the a controller. This condition is also safe if the controller changes before the StopReplicaRequest(s) succeed, as the new controller will send a FULL LeaderAndIsrRequest on becoming the leader, ensuring that any stale partitions are cleaned up.

Immediate delete scenarios

Stale reads

  1. Broker B1 is a leader for topic partition A_p0_id0
  2. Topic A id0 is deleted.
  3. Topic A id1 is created.
  4. Broker B1 has not yet received a new LeaderAndIsrRequest, nor a StopReplicaRequest for topic partition A_p0_id0
  5. Broker B2 has received a LeaderAndIsrRequest for topic partition A_p0 _id0, and starts fetching from B1.

Inclusion of topic IDs in FetchRequest/ListOffsetRequest/OffsetsForLeaderEpochRequest(s) ensure that this scenario is safe. By adding the topic ID to these request types, any request to stale partitions will not be successful.

Stale state

  1. Broker B1 is a replica for A_p0_id0.
  2. Topic A id0 is deleted.
  3. B1 and has not does not receive a StopReplicaRequest for A_p0_id0.
  4. Topic A id1 is created.
  5. Broker B1 receives a LeaderAndIsrRequest containing partition A_p0_id1.

When this occurs, we will close the Log for A_p0_id0, and move A_p0_id0 to the deleting directory as described in the LeaderAndIsrRequest description above.

Storage

Partition Metadata file

To allow brokers to resolve the topic name under this structure, a metadata file will be created at logdir/partitiondir/partition.metadata.

This metadata file will be human readable, and will include:

  • Metadata schema version (schema_version: int32)
  • Topic ID (id: UUID)
  • Topic name (name: String)
  • Partition (partition: int32)

This file can either be plain text (key/value pairs) or JSON.

In the JBOD mode, a partition's data can be moved from one disk to another. The partition metadata file would be copied during this process.

Migration

Upon a controller becoming active, the list of current topics is loaded from /brokers/topics/[topic]. When a topic without a topic ID is found, a UUID will be randomly generated and assigned the topic information at /brokers/topics/[topic] will be updated with the id filled and the schema version bumped to version 3.

LeaderAndIsrRequest(s) will only be sent by the controller once a topic ID has been successfully assigned to the topic. The migration process can take place without an inter-broker protocol bump, as the format stored in /brokers/topics/[topic] will be compatible with older broker versions. The topic ids in requests and responses will be tagged fields to avoid changing the inter-broker protocol.

When a replica receives a LeaderAndIsrRequest containing a topic ID for an existing partition which does not have a topic ID associated, it will create a partition metadata file for the topic partition locally. At this point the local partition will have been migrated to support topic IDs.

Configuration

The following configuration options will be added:

OptionUnitDefaultDescription
delete.stale.topic.delay.ms ms14400 (4 hours)When a FULL LeaderAndIsrRequest is received and the request does not contain a partition that exists on a broker, a deletion event will be staged for that partition which will complete after delete.stale.topic.delay.ms milliseconds.

Compatibility, Deprecation, and Migration Plan

We will need to support all API calls which refer to a partition by either (topicId, partition) or (topicName, partition) until clients are updated to interact with topics by ID. No deprecations are currently planned.

Rejected Alternatives

Sequence ID

As an alternative to a topic UUID, a sequence number (long) could be maintained that is global for the given cluster.

This sequence number could be stored at /topicid/seqid.

Upon topic creation, this sequence number will incremented, and the ID assigned to the created topic. Sequential topic ID generation can use the same approach to broker id generation.

If global uniqueness across clusters is required for topic IDs the first N bits of the ID could consist of a cluster ID prefix, followed by the sequence number. However, to achieve global uniqueness, this would require a large number of bits for the cluster ID prefix.

Use of a UUID has the benefit of being globally unique across clusters without partitioning the ID space by clusterID, and is conceptually simpler.

Topic Deletion

We considered and rejected two other strategies for performing topic deletes.

Best Effort Strategy

Under this stategy, the controller will attempt to send a StopReplicaRequest to all replicas. The controller will give up after a certain number of retries and will complete the delete. Although this will not simplify the topic deletion code, it will prevent delete topic requests from being blocked if one of the replicas is down. This would now be relatively safe, as stale topics will be deleted when a broker receives an initial LeaderAndIsrRequest, however it could prevent space from being reclaimed from a broker that does not respond to a StopReplicaRequest(s) before it is timed out, but is otherwise alive.

Send StopReplicaRequest(s) to online brokers only

In this approach, the controller will send StopReplicaRequests to only the brokers that are online, and will wait for a response from these brokers before marking the delete as successful. This will allow a topic delete to take place while some replicas are offline. If any replicas return to being online, they will receive an initial LeaderAndIsrRequest that will allow them to clear up any stale state. This is similar to the "best effort strategy above".

Removal of Topic Names from Request and Responses

It is unnecessary to include the name of the topic in the following Request/Response calls:

  • StopReplica
  • Fetch
  • ListOffsets
  • OffsetForLeader

Including the topic name in the request may make it easier to debug when issues arise, as it will provide more information than the topic ID alone. However, it will also bloat the protocol (especially relevant for FetchRequest), and if they are incorrectly used it may prevent topic renames from being easily implemented in the future.

For the time being we will wish to use the latest protocol versions with clients that do not support topic IDs yet. Until the clients have been updated to refer to partitions by topic ID, we should include both topic name and (optional) ID in every request.

org.apache.kafka.common.TopicPartition

Eventually the TopicPartition class should include the topic ID. This may be difficult to enact until all APIs support topic IDs, and could come with a performance impact if implemented prior to this, as TopicPartitions are used for hashmap lookups throughout the broker.

Future Work

Requests

The following requests could be improved by presence of topic IDs, but are out of scope for this KIP.

  • CreatePartitionsRequest
  • ElectPreferredLeadersRequest
  • AlterReplicaLogDirsRequest
  • AlterConfigsRequest
  • DeleteTopicsRequest
  • DescribeConfigsRequest
  • DescribeLogDirsRequest
  • MetadataRequest
  • UpdateMetadataRequest
  • DeleteRecordsRequest
  • ProduceRequest
  • AddPartitionsToTxnRequest
  • TxnOffsetCommitRequest
  • WriteTxnMarkerRequest

Clients

Some of the implemented request types are also relevant to clients. Adding support for topic IDs in the clients would add an additional measure of safety when producing and consuming data.

__consumer_offsets topic

Ideally, consumer offsets stored in the __consumer_offsets topic would be associated with the topic ID for which they were read. However, given the way the __consumer_offsets is compacted, this may be difficult to achieve in a forwards compatible way. This change will be left until topic IDs are implemented in the clients.

log.dir layout

It would be ideal if the log.dir layout could be restructured from {topic}_{partition} format to {{topicIdprefix}}/{topicId}_{partition}, e.g. "mytopic_1" → "24/24cc4332-f7de-45a3-b24e-33d61aa0d16c_1". Note the hierarchical directory structure using the first two characters of the topic ID to avoid having too many directories at the top level of the logdir. This change is not required for the topic deletion improvements above, and will be left for a future KIP where it may be required e.g. topic renames.

Security/Authorization

One idea was to support authorizing a principal for a topic ID rather than a topic name. For now, this would be a breaking change, and it would be hard to support prefixed ACLs with topic IDs.

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