Spark流媒體應用程序不斷重置kafka偏移量

Question

我有一個運行在具有 4 個節點的 spark 集群上的 spark 流應用程序。 幾天前，應用程序一直在重置 Kafka 偏移量，並且在設置 AUTO OFFSET RESET 時不再獲取 Kafka 數據，

這是日志：

22/06/28 21:39:38 INFO AppInfoParser: Kafka version : 2.0.0
18|stream  | 22/06/28 21:39:38 INFO AppInfoParser: Kafka commitId : 3402a8361b734732
18|stream  | 22/06/28 21:39:39 INFO Metadata: Cluster ID: 3cAbAp6-QNyO1cKEc1dtUA
18|stream  | 22/06/28 21:39:39 INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=testid1] Discovered group coordinator xxx.xxx.xxx.xxx:9092 (id: 2147483647 rack: null)
18|stream  | 22/06/28 21:39:39 INFO ConsumerCoordinator: [Consumer clientId=consumer-1, groupId=testid1] Revoking previously assigned partitions []
18|stream  | 22/06/28 21:39:39 INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=testid1] (Re-)joining group
18|stream  | 22/06/28 21:39:39 INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=testid1] Successfully joined group with generation 9042
18|stream  | 22/06/28 21:39:39 INFO ConsumerCoordinator: [Consumer clientId=consumer-1, groupId=testid1] Setting newly assigned partitions [applog-15, applog-14, applog-13, applog-12, applog-11, applog-10, applog-9, new_apploglog-0, applog-8, applog-7, applog-6, applog-5, applog-4, applog-3, applog-2, applog-1, applog-0]
18|stream  | 22/06/28 21:39:39 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition new_apploglog-0 to offset 16767946.
18|stream  | 22/06/28 21:39:39 INFO RecurringTimer: Started timer for JobGenerator at time 1656452400000
18|stream  | 22/06/28 21:39:39 INFO JobGenerator: Started JobGenerator at 1656452400000 ms
18|stream  | 22/06/28 21:39:39 INFO JobScheduler: Started JobScheduler
18|stream  | 22/06/28 21:39:39 INFO StreamingContext: StreamingContext started
18|stream  | 22/06/28 21:39:40 INFO CoarseGrainedSchedulerBackend$DriverEndpoint: Registered executor NettyRpcEndpointRef(spark-client://Executor) (xxx.xxx.xxx.xxx:46588) with ID 2
18|stream  | 22/06/28 21:39:40 INFO CoarseGrainedSchedulerBackend$DriverEndpoint: Registered executor NettyRpcEndpointRef(spark-client://Executor) (xxx.xxx.xxx.xxx:48860) with ID 3
18|stream  | 22/06/28 21:39:40 INFO BlockManagerMasterEndpoint: Registering block manager xxx.xxx.xxx.xxx:35981 with 4.6 GB RAM, BlockManagerId(2, xxx.xxx.xxx.xxx, 35981, None)
18|stream  | 22/06/28 21:39:40 INFO BlockManagerMasterEndpoint: Registering block manager xxx.xxx.xxx.xxx:40001 with 4.6 GB RAM, BlockManagerId(3, xxx.xxx.xxx.xxx, 40001, None)
18|stream  | 22/06/28 21:39:40 INFO CoarseGrainedSchedulerBackend$DriverEndpoint: Registered executor NettyRpcEndpointRef(spark-client://Executor) (xxx.xxx.xxx.xxx:39858) with ID 1
18|stream  | 22/06/28 21:39:40 INFO CoarseGrainedSchedulerBackend$DriverEndpoint: Registered executor NettyRpcEndpointRef(spark-client://Executor) (xxx.xxx.xxx.xxx:57696) with ID 0
18|stream  | 22/06/28 21:39:40 INFO BlockManagerMasterEndpoint: Registering block manager xxx.xxx.xxx.xxx:44765 with 4.6 GB RAM, BlockManagerId(1, xxx.xxx.xxx.xxx, 44765, None)
18|stream  | 22/06/28 21:39:40 INFO BlockManagerMasterEndpoint: Registering block manager xxx.xxx.xxx.xxx:46661 with 4.6 GB RAM, BlockManagerId(0, xxx.xxx.xxx.xxx, 46661, None)
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-15 to offset 285007408.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-14 to offset 285006512.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-13 to offset 285006673.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-12 to offset 285006392.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-11 to offset 285006399.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-10 to offset 285006961.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-9 to offset 285007334.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition new_apploglog-0 to offset 16838546.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-8 to offset 285007057.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-7 to offset 285005614.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-6 to offset 285007348.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-5 to offset 285004512.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-4 to offset 285005570.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-3 to offset 285008145.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-2 to offset 285007214.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-1 to offset 285007686.
18|stream  | 22/06/28 21:40:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-0 to offset 316632614.
18|stream  | 22/06/28 21:40:00 INFO JobScheduler: Added jobs for time 1656452400000 ms
18|stream  | 22/06/28 21:40:00 INFO JobScheduler: Starting job streaming job 1656452400000 ms.0 from job set of time 1656452400000 ms
18|stream  | 22/06/28 21:40:00 INFO SparkContext: Starting job: collect at Main.scala:76
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Registering RDD 1 (repartition at Main.scala:69)
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Got job 0 (collect at Main.scala:76) with 16 output partitions
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Final stage: ResultStage 1 (collect at Main.scala:76)
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Parents of final stage: List(ShuffleMapStage 0)
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Missing parents: List(ShuffleMapStage 0)
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Submitting ShuffleMapStage 0 (MapPartitionsRDD[1] at repartition at Main.scala:69), which has no missing parents
18|stream  | 22/06/28 21:40:00 INFO MemoryStore: Block broadcast_0 stored as values in memory (estimated size 4.9 KB, free 5.2 GB)
18|stream  | 22/06/28 21:40:00 INFO MemoryStore: Block broadcast_0_piece0 stored as bytes in memory (estimated size 3.1 KB, free 5.2 GB)
18|stream  | 22/06/28 21:40:00 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on xxx.xxx.xxx.xxx:41399 (size: 3.1 KB, free: 5.2 GB)
18|stream  | 22/06/28 21:40:00 INFO SparkContext: Created broadcast 0 from broadcast at DAGScheduler.scala:1161
18|stream  | 22/06/28 21:40:00 INFO DAGScheduler: Submitting 17 missing tasks from ShuffleMapStage 0 (MapPartitionsRDD[1] at repartition at Main.scala:69) (first 15 tasks are for partitions Vector(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14))
18|stream  | 22/06/28 21:40:00 INFO TaskSchedulerImpl: Adding task set 0.0 with 17 tasks
18|stream  | 22/06/28 21:40:00 INFO TaskSetManager: Starting task 1.0 in stage 0.0 (TID 0, xxx.xxx.xxx.xxx, executor 0, partition 1, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:00 INFO TaskSetManager: Starting task 8.0 in stage 0.0 (TID 1, xxx.xxx.xxx.xxx, executor 1, partition 8, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:00 INFO TaskSetManager: Starting task 3.0 in stage 0.0 (TID 2, xxx.xxx.xxx.xxx, executor 2, partition 3, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:00 INFO TaskSetManager: Starting task 0.0 in stage 0.0 (TID 3, xxx.xxx.xxx.xxx, executor 3, partition 0, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:01 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on xxx.xxx.xxx.xxx:44765 (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:01 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on xxx.xxx.xxx.xxx:40001 (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:01 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on xxx.xxx.xxx.xxx:35981 (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:01 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on xxx.xxx.xxx.xxx:46661 (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:02 INFO TaskSetManager: Starting task 10.0 in stage 0.0 (TID 4, xxx.xxx.xxx.xxx, executor 1, partition 10, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 4.0 in stage 0.0 (TID 5, xxx.xxx.xxx.xxx, executor 3, partition 4, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 8.0 in stage 0.0 (TID 1) in 2181 ms on xxx.xxx.xxx.xxx (executor 1) (1/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 0.0 in stage 0.0 (TID 3) in 2187 ms on xxx.xxx.xxx.xxx (executor 3) (2/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 7.0 in stage 0.0 (TID 6, xxx.xxx.xxx.xxx, executor 2, partition 7, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 3.0 in stage 0.0 (TID 2) in 2463 ms on xxx.xxx.xxx.xxx (executor 2) (3/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 5.0 in stage 0.0 (TID 7, xxx.xxx.xxx.xxx, executor 3, partition 5, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 4.0 in stage 0.0 (TID 5) in 343 ms on xxx.xxx.xxx.xxx (executor 3) (4/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 13.0 in stage 0.0 (TID 8, xxx.xxx.xxx.xxx, executor 1, partition 13, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 10.0 in stage 0.0 (TID 4) in 389 ms on xxx.xxx.xxx.xxx (executor 1) (5/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 2.0 in stage 0.0 (TID 9, xxx.xxx.xxx.xxx, executor 0, partition 2, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 1.0 in stage 0.0 (TID 0) in 2773 ms on xxx.xxx.xxx.xxx (executor 0) (6/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 11.0 in stage 0.0 (TID 10, xxx.xxx.xxx.xxx, executor 2, partition 11, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 7.0 in stage 0.0 (TID 6) in 403 ms on xxx.xxx.xxx.xxx (executor 2) (7/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 9.0 in stage 0.0 (TID 11, xxx.xxx.xxx.xxx, executor 3, partition 9, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 5.0 in stage 0.0 (TID 7) in 362 ms on xxx.xxx.xxx.xxx (executor 3) (8/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 15.0 in stage 0.0 (TID 12, xxx.xxx.xxx.xxx, executor 1, partition 15, PROCESS_LOCAL, 7746 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 13.0 in stage 0.0 (TID 8) in 369 ms on xxx.xxx.xxx.xxx (executor 1) (9/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 16.0 in stage 0.0 (TID 13, xxx.xxx.xxx.xxx, executor 1, partition 16, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 15.0 in stage 0.0 (TID 12) in 146 ms on xxx.xxx.xxx.xxx (executor 1) (10/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 9.0 in stage 0.0 (TID 11) in 247 ms on xxx.xxx.xxx.xxx (executor 3) (11/17)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Starting task 6.0 in stage 0.0 (TID 14, xxx.xxx.xxx.xxx, executor 0, partition 6, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:03 INFO TaskSetManager: Finished task 2.0 in stage 0.0 (TID 9) in 382 ms on xxx.xxx.xxx.xxx (executor 0) (12/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 14.0 in stage 0.0 (TID 15, xxx.xxx.xxx.xxx, executor 2, partition 14, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Finished task 11.0 in stage 0.0 (TID 10) in 337 ms on xxx.xxx.xxx.xxx (executor 2) (13/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Finished task 16.0 in stage 0.0 (TID 13) in 331 ms on xxx.xxx.xxx.xxx (executor 1) (14/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 12.0 in stage 0.0 (TID 16, xxx.xxx.xxx.xxx, executor 0, partition 12, PROCESS_LOCAL, 7748 bytes)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Finished task 6.0 in stage 0.0 (TID 14) in 303 ms on xxx.xxx.xxx.xxx (executor 0) (15/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Finished task 14.0 in stage 0.0 (TID 15) in 271 ms on xxx.xxx.xxx.xxx (executor 2) (16/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Finished task 12.0 in stage 0.0 (TID 16) in 291 ms on xxx.xxx.xxx.xxx (executor 0) (17/17)
18|stream  | 22/06/28 21:40:04 INFO TaskSchedulerImpl: Removed TaskSet 0.0, whose tasks have all completed, from pool 
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: ShuffleMapStage 0 (repartition at Main.scala:69) finished in 4.222 s
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: looking for newly runnable stages
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: running: Set()
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: waiting: Set(ResultStage 1)
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: failed: Set()
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: Submitting ResultStage 1 (MapPartitionsRDD[6] at map at Main.scala:73), which has no missing parents
18|stream  | 22/06/28 21:40:04 INFO MemoryStore: Block broadcast_1 stored as values in memory (estimated size 4.8 KB, free 5.2 GB)
18|stream  | 22/06/28 21:40:04 INFO MemoryStore: Block broadcast_1_piece0 stored as bytes in memory (estimated size 2.7 KB, free 5.2 GB)
18|stream  | 22/06/28 21:40:04 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on xxx.xxx.xxx.xxx:41399 (size: 2.7 KB, free: 5.2 GB)
18|stream  | 22/06/28 21:40:04 INFO SparkContext: Created broadcast 1 from broadcast at DAGScheduler.scala:1161
18|stream  | 22/06/28 21:40:04 INFO DAGScheduler: Submitting 16 missing tasks from ResultStage 1 (MapPartitionsRDD[6] at map at Main.scala:73) (first 15 tasks are for partitions Vector(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14))
18|stream  | 22/06/28 21:40:04 INFO TaskSchedulerImpl: Adding task set 1.0 with 16 tasks
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 0.0 in stage 1.0 (TID 17, xxx.xxx.xxx.xxx, executor 2, partition 0, NODE_LOCAL, 7942 bytes)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 1.0 in stage 1.0 (TID 18, xxx.xxx.xxx.xxx, executor 3, partition 1, NODE_LOCAL, 7942 bytes)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 2.0 in stage 1.0 (TID 19, xxx.xxx.xxx.xxx, executor 1, partition 2, NODE_LOCAL, 7942 bytes)
18|stream  | 22/06/28 21:40:04 INFO TaskSetManager: Starting task 3.0 in stage 1.0 (TID 20, xxx.xxx.xxx.xxx, executor 0, partition 3, NODE_LOCAL, 7942 bytes)
18|stream  | 22/06/28 21:40:04 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on xxx.xxx.xxx.xxx (size: 2.7 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:04 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on xxx.xxx.xxx.xxx:44765 (size: 2.7 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:04 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on xxx.xxx.xxx.xxx:40001 (size: 2.7 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:04 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on xxx.xxx.xxx.xxx:46661 (size: 2.7 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:04 INFO MapOutputTrackerMasterEndpoint: Asked to send map output locations for shuffle 0 to xxx.xxx.xxx.xxx:48860
18|stream  | 22/06/28 21:40:04 INFO MapOutputTrackerMasterEndpoint: Asked to send map output locations for shuffle 0 to xxx.xxx.xxx.xxx:39858
18|stream  | 22/06/28 21:40:04 INFO MapOutputTrackerMasterEndpoint: Asked to send map output locations for shuffle 0 to xxx.xxx.xxx.xxx:46588
18|stream  | 22/06/28 21:40:04 INFO MapOutputTrackerMasterEndpoint: Asked to send map output locations for shuffle 0 to xxx.xxx.xxx.xxx:57696
18|stream  | 22/06/28 21:40:32 INFO BlockManagerInfo: Removed broadcast_0_piece0 on xxx.xxx.xxx.xxx:41399 in memory (size: 3.1 KB, free: 5.2 GB)
18|stream  | 22/06/28 21:40:32 INFO BlockManagerInfo: Removed broadcast_0_piece0 on xxx.xxx.xxx.xxx:44765 in memory (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:32 INFO BlockManagerInfo: Removed broadcast_0_piece0 on xxx.xxx.xxx.xxx:35981 in memory (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:32 INFO BlockManagerInfo: Removed broadcast_0_piece0 on xxx.xxx.xxx.xxx:46661 in memory (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:40:32 INFO BlockManagerInfo: Removed broadcast_0_piece0 on xxx.xxx.xxx.xxx:40001 in memory (size: 3.1 KB, free: 4.6 GB)
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-15 to offset 285007532.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-14 to offset 285006636.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-13 to offset 285006799.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-12 to offset 285006518.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-11 to offset 285006525.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-10 to offset 285007087.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-9 to offset 285007459.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition new_apploglog-0 to offset 16838553.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-8 to offset 285007182.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-7 to offset 285005739.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-6 to offset 285007471.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-5 to offset 285004635.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-4 to offset 285005693.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-3 to offset 285008268.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-2 to offset 285007337.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-1 to offset 285007810.
18|stream  | 22/06/28 21:42:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-0 to offset 316632738.
18|stream  | 22/06/28 21:42:00 INFO JobScheduler: Added jobs for time 1656452520000 ms

18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-15 to offset 285007665.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-14 to offset 285006770.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-13 to offset 285006931.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-12 to offset 285006650.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-11 to offset 285006657.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-10 to offset 285007219.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-9 to offset 285007591.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition new_apploglog-0 to offset 16838556.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-8 to offset 285007314.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-7 to offset 285005871.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-6 to offset 285007603.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-5 to offset 285004767.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-4 to offset 285005825.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-3 to offset 285008400.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-2 to offset 285007469.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-1 to offset 285007942.
18|stream  | 22/06/28 21:44:00 INFO Fetcher: [Consumer clientId=consumer-1, groupId=testid1] Resetting offset for partition applog-0 to offset 316632870.
18|stream  | 22/06/28 21:44:00 INFO JobScheduler: Added jobs for time 1656452640000 ms

重置 Kafka 偏移量會永遠重復，甚至沒有錯誤。

我采取了這些措施來解決問題，但沒有任何幫助：

1. 將 Kafka 偏移量重置為最早或最新
2. 刪除消費者組並創建新的
3. 我什至改變了主題，但沒有任何改變，所以我猜它來自 spark 集群，但我可以在同一個集群上使用 Pyspark shell 加載 Kafka 數據

筆記：

• 該應用程序運行正常大約 3 年！

• 最近我們進行了服務器遷移，我們的一些資源已經減少

• 其他非流式作業在 Spark 集群上運行，沒有任何問題

有什么我想念的嗎？

Answer 1

您能否確認升級前在 AUTO OFFSET RESET 中設置的值是多少？ 您還可以在執行以下命令的特定主題上檢查消費者組的偏移量。

bin/kafka-consumer-groups — bootstrap-server localhost:9092 — describe — group consumer-group

此外，檢查最近是否有任何 KAFKA 升級 wrt 代理配置更改。

由於任何毒丸或消費者行為的變化，這種行為也存在極端情況。 因為，當 auto.offset.reset 屬性有效發揮作用時，有很多因素。

文檔中的一個這樣的案例，

存在可能導致數據丟失的邊緣情況，即在可重試的異常情況下不會重新傳遞消息。 此場景適用於尚未記錄任何當前偏移量（或已刪除偏移量）的新消費者組。

• 兩個消費者實例 A 和 B 加入一個新的消費者組。
• 消費者實例配置為最新的 auto.offset.reset（即僅新消息）。
• 消費者 A 從主題分區消費一條新消息。
• 消費者 A 在消息處理完成之前死亡。 消費者偏移量不會更新以將消息標記為已消費。
• 消費者組重新平衡，消費者 B 被分配到主題分區。
• 由於沒有有效的偏移量，並且 auto.offset.reset 設置為 latest，因此消息不會被消費。

Answer 2

它來自我的 redis 服務器。 遷移后，它變得不穩定，有時無法正常工作。 所以我重新啟動了服務，一切正常。