Uploaded image for project: 'Kafka'
  1. Kafka
  2. KAFKA-6718

Rack Aware Stand-by Task Assignment for Kafka Streams

    Details

    • Type: New Feature
    • Status: Patch Available
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: 1.1.0
    • Fix Version/s: None
    • Component/s: streams
    • Labels:
    • Flags:
      Patch, Important

      Description

      Machines in data centre are sometimes grouped in racks. Racks provide isolation as each rack may be in a different physical location and has its own power source. When tasks are properly replicated across racks, it provides fault tolerance in that if a rack goes down, the remaining racks can continue to serve traffic.
       
      This feature is already implemented at Kafka KIP-36 but we needed similar for task assignments at Kafka Streams Application layer. 
       
      This features enables replica tasks to be assigned on different racks for fault-tolerance.
      NUM_STANDBY_REPLICAS = x
      totalTasks = x+1 (replica + active)
      1. If there are no rackID provided: Cluster will behave rack-unaware
      2. If same rackId is given to all the nodes: Cluster will behave rack-unaware
      3. If (totalTasks <= number of racks), then Cluster will be rack aware i.e. each replica task is each assigned to a different rack.
      4. Id (totalTasks > number of racks), then it will first assign tasks on different racks, further tasks will be assigned to least loaded node, cluster wide.

      We have added another config in StreamsConfig called "RACK_ID_CONFIG" which helps StickyPartitionAssignor to assign tasks in such a way that no two replica tasks are on same rack if possible.
      Post that it also helps to maintain stickyness with-in the rack.|

        Attachments

          Issue Links

            Activity

              People

              • Assignee:
                _deepakgoyal Deepak Goyal
                Reporter:
                _deepakgoyal Deepak Goyal
                Reviewer:
                Ashish Surana
              • Votes:
                0 Vote for this issue
                Watchers:
                5 Start watching this issue

                Dates

                • Created:
                  Updated: