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  1. Kafka
  2. KAFKA-16603

Data loss when kafka connect sending data to Kafka

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Details

    • Bug
    • Status: Open
    • Major
    • Resolution: Unresolved
    • 3.3.1
    • None
    • clients, producer
    • None

    Description

      We are experiencing a data loss when Kafka Source connector is failed to send data to Kafka topic and offset topic. 

      Kafka cluster and Kafka connect details:

      1. Kafka connect version i.e client : Confluent community version 7.3.1 i.e Kafka 3.3.1
      2. Kafka version: 0.11.0 (server)
      3. Cluster size : 3 brokers
      4. Number of partitions in all topics = 3
      5. Replication factor = 3
      6. Min ISR set 2
      7. Uses no transformations in Kafka connector
      8. Use default error tolerance i.e None.

      Our connector checkpoints the offsets info received in SourceTask#commitRecord and resume the data process from the persisted checkpoint.

      The data loss is noticed when broker is unresponsive for few mins due to high load and kafka connector was restarted. Also, Kafka connector graceful shutdown failed.

      Logs:

       

      [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Discovered group coordinator 10.75.100.176:31000 (id: 2147483647 rack: null)
Apr 22, 2024 @ 15:56:16.152 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Group coordinator 10.75.100.176:31000 (id: 2147483647 rack: null) is unavailable or invalid due to cause: coordinator unavailable. isDisconnected: false. Rediscovery will be attempted.
Apr 22, 2024 @ 15:56:16.153 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Requesting disconnect from last known coordinator 10.75.100.176:31000 (id: 2147483647 rack: null)
Apr 22, 2024 @ 15:56:16.514 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Node 0 disconnected.
Apr 22, 2024 @ 15:56:16.708 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Node 0 disconnected.
Apr 22, 2024 @ 15:56:16.710 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Node 2147483647 disconnected.
Apr 22, 2024 @ 15:56:16.731 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Group coordinator 10.75.100.176:31000 (id: 2147483647 rack: null) is unavailable or invalid due to cause: coordinator unavailable. isDisconnected: true. Rediscovery will be attempted.
Apr 22, 2024 @ 15:56:19.103 == Trying to sleep while stop == (** custom log **)
Apr 22, 2024 @ 15:56:19.755 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Broker coordinator was unreachable for 3000ms. Revoking previous assignment Assignment{error=0, leader='connect-1-8f41a1d2-6cc9-4956-9be3-1fbae9c6d305', leaderUrl='http://10.75.100.46:8083/', offset=4, connectorIds=[d094a5d7bbb046b99d62398cb84d648c], taskIds=[d094a5d7bbb046b99d62398cb84d648c-0], revokedConnectorIds=[], revokedTaskIds=[], delay=0} to avoid running tasks while not being a member the group
Apr 22, 2024 @ 15:56:19.866 Stopping connector d094a5d7bbb046b99d62398cb84d648c
Apr 22, 2024 @ 15:56:19.874 Stopping task d094a5d7bbb046b99d62398cb84d648c-0
Apr 22, 2024 @ 15:56:19.880 Scheduled shutdown for WorkerConnectorWorkerConnector{id=d094a5d7bbb046b99d62398cb84d648c}
Apr 22, 2024 @ 15:56:24.105 Connector 'd094a5d7bbb046b99d62398cb84d648c' failed to properly shut down, has become unresponsive, and may be consuming external resources. Correct the configuration for this connector or remove the connector. After fixing the connector, it may be necessary to restart this worker to release any consumed resources.
Apr 22, 2024 @ 15:56:24.110 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Closing the Kafka producer with timeoutMillis = 0 ms.
Apr 22, 2024 @ 15:56:24.110 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Proceeding to force close the producer since pending requests could not be completed within timeout 0 ms.
Apr 22, 2024 @ 15:56:24.112 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Beginning shutdown of Kafka producer I/O thread, sending remaining records.
Apr 22, 2024 @ 15:56:24.112 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Aborting incomplete batches due to forced shutdown
Apr 22, 2024 @ 15:56:24.113 WorkerSourceTaskWorkerSourceTask{id=d094a5d7bbb046b99d62398cb84d648c-0} Committing offsets
Apr 22, 2024 @ 15:56:24.113 WorkerSourceTaskWorkerSourceTask{id=d094a5d7bbb046b99d62398cb84d648c-0} Either no records were produced by the task since the last offset commit, or every record has been filtered out by a transformation or dropped due to transformation or conversion errors.
Apr 22, 2024 @ 15:56:24.146 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Finished stopping tasks in preparation for rebalance
Apr 22, 2024 @ 15:56:24.165 WorkerSourceTaskWorkerSourceTask{id=d094a5d7bbb046b99d62398cb84d648c-0} Finished commitOffsets successfully in 52 ms
Apr 22, 2024 @ 15:56:24.165 Committing offset '{server=fewtables}' for partition '{transaction_id=null, lsn_proc=199129206664, lsn_commit=199129206312, lsn=199129206664, txId=170008064, ts_usec=1713826574699027}'
Apr 22, 2024 @ 15:56:24.165 Flushing LSN to server: LSNLSN{2E/5D068E28}
Apr 22, 2024 @ 15:56:24.166 == BASE Trying to sleep while stop == (*** custom logs to fail the connector graceful shutdown ***)
Apr 22, 2024 @ 15:56:24.167 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Shutdown of Kafka producer I/O thread has completed.
Apr 22, 2024 @ 15:56:24.172 Metrics scheduler closed
Apr 22, 2024 @ 15:56:24.173 Closing reporter org.apache.kafka.common.metrics.JmxReporter
Apr 22, 2024 @ 15:56:24.173 Metrics reporters closed
Apr 22, 2024 @ 15:56:24.175 App info kafka.producer for connector-producer-d094a5d7bbb046b99d62398cb84d648c-0 unregistered
Apr 22, 2024 @ 15:56:24.175 [Producer clientId=connector-producer-d094a5d7bbb046b99d62398cb84d648c-0] Kafka producer has been closed
Apr 22, 2024 @ 15:56:24.944 Graceful stop of task d094a5d7bbb046b99d62398cb84d648c-0 failed.
Apr 22, 2024 @ 15:56:29.108 == Got out of sleep while stop == (*** custom logs to fail the connector graceful shutdown ***)
Apr 22, 2024 @ 15:56:29.109 Completed shutdown for WorkerConnectorWorkerConnector{id=d094a5d7bbb046b99d62398cb84d648c}
Apr 22, 2024 @ 15:56:29.854 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Finished flushing status backing store in preparation for rebalance
Apr 22, 2024 @ 15:56:29.862 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Discovered group coordinator 10.75.102.132:31000 (id: 2147483645 rack: null)
Apr 22, 2024 @ 15:56:29.863 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Discovered group coordinator 10.75.102.132:31000 (id: 2147483645 rack: null)
Apr 22, 2024 @ 15:56:29.863 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Rebalance started
Apr 22, 2024 @ 15:56:29.863 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] (Re-)joining group
Apr 22, 2024 @ 15:56:29.869 [Worker clientId=connect-1, groupId=pg-group-adf06ea08abb4394ad4f2787481fee17] Successfully joined group with generation Generation{generationId=2, memberId='connect-1-8f41a1d2-6cc9-4956-9be3-1fbae9c6d305', protocol='sessioned'}

      There was no indication of Leader change for partitions/network partition in Kafka cluster during this period. 

       

      According to this code, SourceTask#commitRecord is triggered only after a successful Kafka producer send.

      Is there a scenario where the Kafka producer invokes a callback but fails to publish the message to the broker?

      Let me know if you have any questions. thanks.

       

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            Unassigned Unassigned
            dasarianil Anil Dasari
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              Created:
              Updated: