Hi, 从报错看,可能是因为自动生成的算子ID改变,无法取得state backend里存储的状态。检查点维护的是[算子ID -> 状态]的映射关系,所以Flink推荐用uid()方法给算子显式设置ID,才能保证正常恢复现场。可以参考文档[1]。
[1] https://ci.apache.org/projects/flink/flink-docs-release-1.9/ops/state/savepoints.html#assigning-operator-ids > On Oct 11, 2019, at 11:00, 戴嘉诚 <a773807...@gmail.com> wrote: > > 大家好: > 最近我的程序迁移到了flink1.9 on yarn > session后,原本有个程序是读取kafka消息,然后key分组,window聚集一秒后,批量异步写入hbase中经常发生异常,其中异常为: > java.lang.Exception: Exception while creating StreamOperatorStateContext. > at > org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.streamOperatorStateContext(StreamTaskStateInitializerImpl.java:195) > at > org.apache.flink.streaming.api.operators.AbstractStreamOperator.initializeState(AbstractStreamOperator.java:253) > at > org.apache.flink.streaming.runtime.tasks.StreamTask.initializeState(StreamTask.java:878) > at > org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:392) > at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:705) > at org.apache.flink.runtime.taskmanager.Task.run(Task.java:530) > at java.lang.Thread.run(Thread.java:748) > Caused by: org.apache.flink.util.FlinkException: Could not restore keyed > state backend for WindowOperator_3572e2ca02acab3056013a7c1c4fa645_(6/6) from > any of the 1 provided restore options. > at > org.apache.flink.streaming.api.operators.BackendRestorerProcedure.createAndRestore(BackendRestorerProcedure.java:135) > at > org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.keyedStatedBackend(StreamTaskStateInitializerImpl.java:307) > at > org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.streamOperatorStateContext(StreamTaskStateInitializerImpl.java:135) > ... 6 more > Caused by: org.apache.flink.runtime.state.BackendBuildingException: Caught > unexpected exception. > at > org.apache.flink.contrib.streaming.state.RocksDBKeyedStateBackendBuilder.build(RocksDBKeyedStateBackendBuilder.java:326) > at > org.apache.flink.contrib.streaming.state.RocksDBStateBackend.createKeyedStateBackend(RocksDBStateBackend.java:520) > at > org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.lambda$keyedStatedBackend$1(StreamTaskStateInitializerImpl.java:291) > at > org.apache.flink.streaming.api.operators.BackendRestorerProcedure.attemptCreateAndRestore(BackendRestorerProcedure.java:142) > at > org.apache.flink.streaming.api.operators.BackendRestorerProcedure.createAndRestore(BackendRestorerProcedure.java:121) > ... 8 more > Caused by: java.nio.file.NoSuchFileException: > /data/hadoop/yarn/local/usercache/hdfs/appcache/application_1569065892199_0031/flink-io-6bcd299a-00e7-4f6a-8466-09d8d13d831d/job_add9718b9fe3e5054577d8b9e5799829_op_WindowOperator_3572e2ca02acab3056013a7c1c4fa645__6_6__uuid_53528904-c829-431a-ba0a-b76041cd2d2b/db/000835.sst > -> > /data/hadoop/yarn/local/usercache/hdfs/appcache/application_1569065892199_0031/flink-io-6bcd299a-00e7-4f6a-8466-09d8d13d831d/job_add9718b9fe3e5054577d8b9e5799829_op_WindowOperator_3572e2ca02acab3056013a7c1c4fa645__6_6__uuid_53528904-c829-431a-ba0a-b76041cd2d2b/14634105-83be-429e-9cdc-36dbff14a7fa/000835.sst > at sun.nio.fs.UnixException.translateToIOException(UnixException.java:86) > at sun.nio.fs.UnixException.rethrowAsIOException(UnixException.java:102) > at > sun.nio.fs.UnixFileSystemProvider.createLink(UnixFileSystemProvider.java:476) > at java.nio.file.Files.createLink(Files.java:1086) > at > org.apache.flink.contrib.streaming.state.restore.RocksDBIncrementalRestoreOperation.restoreInstanceDirectoryFromPath(RocksDBIncrementalRestoreOperation.java:473) > at > org.apache.flink.contrib.streaming.state.restore.RocksDBIncrementalRestoreOperation.restoreFromLocalState(RocksDBIncrementalRestoreOperation.java:212) > at > org.apache.flink.contrib.streaming.state.restore.RocksDBIncrementalRestoreOperation.restoreFromRemoteState(RocksDBIncrementalRestoreOperation.java:188) > at > org.apache.flink.contrib.streaming.state.restore.RocksDBIncrementalRestoreOperation.restoreWithoutRescaling(RocksDBIncrementalRestoreOperation.java:162) > at > org.apache.flink.contrib.streaming.state.restore.RocksDBIncrementalRestoreOperation.restore(RocksDBIncrementalRestoreOperation.java:148) > at > org.apache.flink.contrib.streaming.state.RocksDBKeyedStateBackendBuilder.build(RocksDBKeyedStateBackendBuilder.java:270) > ... 12 more > > > 我这里的session中是有多个job在session上运行,但是这里job都是写入hbase中的。 > 这里看上去是本地机器上的目录文件被删除了?但是这个文件我是没有删除过的… > >