Hi： 感谢答复，确实是个思路。 不过个人感觉能够在启动第一个container的时候，将本地的lib中的jar文件上传到hdfs中，然后后续的failover的container能够统一从hdfs中获取，这样应该就不会有这个问题了。貌似社区在1.11版本针对jar的拷贝做了优化，我还在看这方面的内容。有进展再交流。
Best, xiao cai 原始邮件 发件人: 范超<fanc...@mgtv.com> 收件人: user-zh@flink.apache.org<user-zh@flink.apache.org> 发送时间: 2020年8月20日(周四) 09:11 主题: 答复: Flink on Yarn 启动任务，任务重启后貌似taskmanager中会丢失lib中的jar文件 我之前开启job的failover restart，结果也是发现yarn直接申请新的container且旧的container并没有进一步进行处理，一直导致你这样子的报错，旧的container没有绑定的task executor No TaskExecutor registered under containe_xxxx. 我这边干脆写了个脚本通过savepoint的方式来reload应用了 希望对你有帮助 -----邮件原件----- 发件人: xiao cai [mailto:flin...@163.com] 发送时间: 2020年8月19日 星期三 12:50 收件人: user-zh <user-zh@flink.apache.org> 主题: Flink on Yarn 启动任务，任务重启后貌似taskmanager中会丢失lib中的jar文件 如题：link on Yarn 启动任务，任务重启后貌似taskmanager中会丢失lib中的jar文件 我的任务时kafka source -> hbase sink 任务申请到新的container后，启动任务时会丢失原本存在的class文件，怀疑是重新申请的container中没有获取到lib中的资源，是否应该将lib中资源放到hdfs？该如何配置。 Best xiao cai 错误堆栈： 2020-08-19 11:23:08,099 INFO org.apache.flink.yarn.YarnResourceManager [] - Received 1 containers. 2020-08-19 11:23:08,100 INFO org.apache.flink.yarn.YarnResourceManager [] - Received 1 containers with resource <memory:2048, vCores:4>, 1 pending container requests. 2020-08-19 11:23:08,100 INFO org.apache.flink.yarn.YarnResourceManager [] - TaskExecutor container_e07_1596440446172_0094_01_000069 will be started on 10.3.15.22 with TaskExecutorProcessSpec {cpuCores=4.0, frameworkHeapSize=128.000mb (134217728 bytes), frameworkOffHeapSize=128.000mb (134217728 bytes), taskHeapSize=384.000mb (402653174 bytes), taskOffHeapSize=0 bytes, networkMemSize=128.000mb (134217730 bytes), managedMemorySize=512.000mb (536870920 bytes), jvmMetaspaceSize=256.000mb (268435456 bytes), jvmOverheadSize=192.000mb (201326592 bytes)}. 2020-08-19 11:23:08,101 INFO org.apache.flink.yarn.YarnResourceManager [] - Creating container launch context for TaskManagers 2020-08-19 11:23:08,101 INFO org.apache.flink.yarn.YarnResourceManager [] - Starting TaskManagers 2020-08-19 11:23:08,102 INFO org.apache.flink.yarn.YarnResourceManager [] - Removing container request Capability[<memory:2048, vCores:4>]Priority[1]. 2020-08-19 11:23:08,102 INFO org.apache.flink.yarn.YarnResourceManager [] - Accepted 1 requested containers, returned 0 excess containers, 0 pending container requests of resource <memory:2048, vCores:4>. 2020-08-19 11:23:08,102 INFO org.apache.hadoop.yarn.client.api.async.impl.NMClientAsyncImpl [] - Processing Event EventType: START_CONTAINER for Container container_e07_1596440446172_0094_01_000069 2020-08-19 11:23:10,851 ERROR org.apache.flink.runtime.rest.handler.taskmanager.TaskManagerDetailsHandler [] - Unhandled exception. org.apache.flink.runtime.resourcemanager.exceptions.UnknownTaskExecutorException: No TaskExecutor registered under container_e07_1596440446172_0094_01_000068. at org.apache.flink.runtime.resourcemanager.ResourceManager.requestTaskManagerInfo(ResourceManager.java:560) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at sun.reflect.GeneratedMethodAccessor118.invoke(Unknown Source) ~[?:?] at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[?:1.8.0_191] at java.lang.reflect.Method.invoke(Method.java:498) ~[?:1.8.0_191] at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:284) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:199) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:74) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:152) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:26) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:21) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.japi.pf.UnitCaseStatement.applyOrElse(CaseStatements.scala:21) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:170) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.actor.Actor$class.aroundReceive(Actor.scala:517) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.actor.ActorCell.receiveMessage(ActorCell.scala:592) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.actor.ActorCell.invoke(ActorCell.scala:561) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.Mailbox.run(Mailbox.scala:225) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.Mailbox.exec(Mailbox.scala:235) ~[flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260) [flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339) [flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979) [flink-dist_2.11-1.11.0.jar:1.11.0] at akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107) [flink-dist_2.11-1.11.0.jar:1.11.0] 2020-08-19 11:23:10,987 INFO org.apache.flink.yarn.YarnResourceManager [] - Registering TaskManager with ResourceID container_e07_1596440446172_0094_01_000069 (akka.tcp://flink@10.3.15.22:37461/user/rpc/taskmanager_0) at ResourceManager 2020-08-19 11:23:11,029 WARN org.apache.flink.runtime.taskmanager.TaskManagerLocation [] - No hostname could be resolved for the IP address 10.3.15.22, using IP address as host name. Local input split assignment (such as for HDFS files) may be impacted. 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (1/2) (dbc71bdd0b8f72a1a2573a59b7e08d64) switched from SCHEDULED to DEPLOYING. 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Deploying Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (1/2) (attempt #68) to container_e07_1596440446172_0094_01_000069 @ 10.3.15.22 (dataPort=34755) 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (2/2) (4bae00129d9af9489cd29441d4540963) switched from SCHEDULED to DEPLOYING. 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Deploying Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (2/2) (attempt #68) to container_e07_1596440446172_0094_01_000069 @ 10.3.15.22 (dataPort=34755) 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Window(TumblingEventTimeWindows(1000), EventTimeTrigger, PassThroughWindowFunction) -> SourceConversion(table=[default_catalog.default_database.catalog_source, source: [KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp)]], fields=[id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp]) -> Calc(select=[CAST(id) AS rowkey, (id ROW name ROW kafka_partition ROW event_time ROW write_time ROW snapshot_time ROW max_snapshot_time) AS EXPR$1]) -> SinkConversionToTuple2 -> Sink: HBaseUpsertTableSink(rowkey, cf) (1/1) (93ff2cf68229f33a00851bd93f2b7f85) switched from SCHEDULED to DEPLOYING. 2020-08-19 11:23:11,043 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Deploying Window(TumblingEventTimeWindows(1000), EventTimeTrigger, PassThroughWindowFunction) -> SourceConversion(table=[default_catalog.default_database.catalog_source, source: [KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp)]], fields=[id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp]) -> Calc(select=[CAST(id) AS rowkey, (id ROW name ROW kafka_partition ROW event_time ROW write_time ROW snapshot_time ROW max_snapshot_time) AS EXPR$1]) -> SinkConversionToTuple2 -> Sink: HBaseUpsertTableSink(rowkey, cf) (1/1) (attempt #68) to container_e07_1596440446172_0094_01_000069 @ 10.3.15.22 (dataPort=34755) 2020-08-19 11:23:11,161 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (1/2) (dbc71bdd0b8f72a1a2573a59b7e08d64) switched from DEPLOYING to RUNNING. 2020-08-19 11:23:11,161 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Window(TumblingEventTimeWindows(1000), EventTimeTrigger, PassThroughWindowFunction) -> SourceConversion(table=[default_catalog.default_database.catalog_source, source: [KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp)]], fields=[id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp]) -> Calc(select=[CAST(id) AS rowkey, (id ROW name ROW kafka_partition ROW event_time ROW write_time ROW snapshot_time ROW max_snapshot_time) AS EXPR$1]) -> SinkConversionToTuple2 -> Sink: HBaseUpsertTableSink(rowkey, cf) (1/1) (93ff2cf68229f33a00851bd93f2b7f85) switched from DEPLOYING to RUNNING. 2020-08-19 11:23:11,162 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (2/2) (4bae00129d9af9489cd29441d4540963) switched from DEPLOYING to RUNNING. 2020-08-19 11:23:12,733 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph [] - Source: KafkaTableSource(id, name, kafka_partition, event_time, write_time, snapshot_time, max_snapshot_time, proc_time, wpt_event_time, wpt_partition, wpt_offset, wpt_timestamp) (1/2) (dbc71bdd0b8f72a1a2573a59b7e08d64) switched from RUNNING to FAILED on org.apache.flink.runtime.jobmaster.slotpool.SingleLogicalSlot@71e7e541. java.lang.NoClassDefFoundError: Could not initialize class xxxx
