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RIP 21 logical queue abstraction for static topic and fast scale out

Zhendong Liu edited this page Nov 30, 2021 · 9 revisions

Below is Markdown text with some GFM syntax.

Status

Background & Motivation

What do we need to do

  • Will we add a new module?
    No.
  • Will we add new APIs?
    Yes. It will add some API for admin tools It will add a new constant to mock broker names for logical queues.
  • Will we add a new feature?
    Yes. We will introduce new concepts.
    -- physical message queue, physical queue for short, a shard bound to a specified broker.
    -- logic message queue, logic queue for short, a shard vertically composed by physical queues.
    -- dynamic sharded topic, dynamic topic for short, which has queues increasing with the broker numbers.
    -- static sharded topic, static topic for short, which has fixed queues, implemented with logic queues.

Why should we do that

  • Are there any problems with our current project?
    Currently, the MessageQueue of RocketMQ is coupled with broker name, which results that the queue number will change if broker number increases or decreases, which causes all queues to rebalance, which may cause service disruption like flink job restarts in minutes.
  • What can we benefit from proposed changes?
    we can get static sharded topic(static topic in short) with fixed queues.
    The number of logical queues is not related with the number of brokers: We can increase broker number without changing logical queue number, moreover, we can increase logical queue number without deploying a new broker.

Goals

  • What problem is this proposal designed to solve?
    Prodive a kind of topic, named as static topic, wich has fixed queues.
  • To what degree should we solve the problem?
    We should not hurt availability or performance in the implementation.

Non-Goals.

  • What problem is this proposal NOT designed to solve?
    We will not improve the mechanism of queues rebalance.
  • Are there any limits of this proposal?
    Only newer clients with changes in this proposal will benefit.
    The behavior of ops is different between static topic and dynamic topic.

Changes

Architecture

We use one or more physical MessageQueue to make one LogicalQueue with the following principles:

  • One LogicalQueue is unique in one topic
  • one physical MessageQueue belongs to one and only one LogicalQueue.
brokerName MessageQueue LogicalQueue
broker1 0 0
broker1 1 1
broker2 0 2
broker2 1 3

After one LogicalQueue migrated from broker1 to broker2, there will be two MessageQueues for one LogicalQueue. We only migrate mapping but not actual data, so broker1 is still serving for old data consuming but not data producing.

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0(0-100) ReadOnly
    |

| broker1 | 1 | 1 | Normal | | broker2 | 0 | 2 | Normal | | broker2 | 1 | 3 | Normal | | broker2 | 2 | 0(101-) | Normal |

After broker1 cleans all data from the commit log and consume queue, QueueStatus becomes Expired(neither readable nor writable).

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0(-) Expired
broker1 1 1 Normal
broker2 0 2 Normal
broker2 1 3 Normal
broker2 2 0(101-) Normal

If this LogicalQueue is migrated back to broker1, it could reuse this expired MessageQueue, but currently we do not reuse it.

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0(201-) Normal
broker1 1 1 Normal
broker2 0 2 Normal
broker2 1 3 Normal
broker2 2 0(101-200) ReadOnly

If this LogicalQueue is migrated back to broker1 while MessageQueue not expired, it will create a new MessageQueue

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0(0-100) ReadOnly
broker1 1 1 Normal
broker1 2 0(201-) Normal
broker2 0 2 Normal
broker2 1 3 Normal
broker2 2 0(101-200) ReadOnly

If broker2 is offlined, all LogicalQueue in this broker should be migrated away.

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0 Normal
broker1 1 1 Normal
broker1 2 2(101-) Normal
broker1 3 3(101-) Normal
broker2 0 2(0-100) ReadOnly
broker2 1 3(0-100) ReadOnly

When all data including commit log and consume queue in broker2 are cleaned, broker2 can be removed.

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0 Normal
broker1 1 1 Normal
broker1 2 2(101-) Normal
broker1 3 3(101-) Normal

When a new broker is deployed, we can migrate some LogicalQueues to this broker to spare some producing traffic.

brokerName MessageQueue LogicalQueue QueueStatus
broker1 0 0 Normal
broker1 1 1 Normal
broker1 2 2(101-200) ReadOnly
broker1 3 3(101-200) ReadOnly
broker3 0 2(201-) Normal
broker3 1 3(201-) Normal

Interface Design/Change

  • Method signature changes No.
  • Method behavior changes

When a static topic is created, it is backed by LogicalQueue, broker name of MessageQueue result returned by some methods like fetchSubscribeMessageQueues or fetchPublishMessageQueues will be a fake one, since LogicalQueue does not have broker name concept.

  • CLI command changes Add some operation command for LogicalQueue, like createStaticTopic migrateStaticTopic.

  • Log format or content changes No.

Compatibility, Deprecation, and Migration Plan

  • Are backward and forward compatibility taken into consideration? Yes.
  • Everything will work well if no static topic is created whether on old/new broker/namesrv/client.
  • static topic will work only under new broker+namesrv+client,
  • Are there deprecated APIs? No.
  • How do we do migration? No need to migrate, this is a feature which needs to be enabled manually.

Implementation Outline

We will implement the proposed changes by 2 phases.

Phase 1 basic function

  1. Implement LogicalQueue routes query and merge mechanism in namesrv.
  2. Implement LogicalQueue mapping report from broker to namesrv.
  3. Implement LogicalQueue support in the client.
  4. Implement LogicalQueue migration in broker.
  5. Implement LogicalQueue admin processor and CLI.

Phase 2 compatibility

  1. Implement proxy request+response for old client in broker.
  2. Implement intermediate state(support is partly enabled in some brokers but not all) protection in namesrv.

Rejected Alternatives

  • How does alternatives solve the issue you proposed? Implement a whole new Logical Queue architecture from scratch, this absolutely will solve the problem.
  • Pros and Cons of alternatives Pros: from-scratch way does not bring anything good. Cons: from-scratch way will break existent concept, add much more complexity to code and not user-friendly.
  • Why should we reject the above alternatives It does no good.
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