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flink-1.10 checkpoint 偶尔报 NullPointerException怎么解决

大家遇到过这个错误吗, CheckpointOperation.executeCheckpointing 的时候报 NullPointerException java.lang.Exception: Couldnot perform checkpoint 5505for operator Source: KafkaTableSource(xxx) -> SourceConversion(table=[xxx, source: [KafkaTableSource(xxx)]], fields=[xxx]) -> Calc(select=[xxx) AS xxx]) -> SinkConversionToTuple2 -> Sink: Elasticsearch6UpsertTableSink(xxx) (1/1).

at org.apache.flink.streaming.runtime.tasks.StreamTask.triggerCheckpoint(StreamTask.java:802)

at org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$triggerCheckpointAsync$3(StreamTask.java:777)

at org.apache.flink.streaming.runtime.tasks.StreamTask$$Lambda$228/1024478318.call(UnknownSource)

at java.util.concurrent.FutureTask.run(FutureTask.java:266)

at org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$SynchronizedStreamTaskActionExecutor.run(StreamTaskActionExecutor.java:87)

at org.apache.flink.streaming.runtime.tasks.mailbox.Mail.run(Mail.java:78)

at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMail(MailboxProcessor.java:261)

at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:186)

at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:487)

at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:470)

at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:707)

at org.apache.flink.runtime.taskmanager.Task.run(Task.java:532)

at java.lang.Thread.run(Thread.java:745)

Causedby: java.lang.NullPointerException

at org.apache.flink.streaming.runtime.tasks.StreamTask$CheckpointingOperation.executeCheckpointing(StreamTask.java:1411)

at org.apache.flink.streaming.runtime.tasks.StreamTask.checkpointState(StreamTask.java:991)

at org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$performCheckpoint$5(StreamTask.java:887)

at org.apache.flink.streaming.runtime.tasks.StreamTask$$Lambda$229/1010499540.run(UnknownSource)

at org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$SynchronizedStreamTaskActionExecutor.runThrowing(StreamTaskActionExecutor.java:94)

at org.apache.flink.streaming.runtime.tasks.StreamTask.performCheckpoint(StreamTask.java:860)

at org.apache.flink.streaming.runtime.tasks.StreamTask.triggerCheckpoint(StreamTask.java:793)

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玛丽莲梦嘉 2021-12-03 18:19:48 1215 0
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  • 这个NPE有点奇怪,从executeCheckpointing方法[1]里面其实比较难定位究竟是哪一个变量或者变量的取值是null。 一种排查思路是打开 org.apache.flink.streaming.runtime.tasks 的DEBUG level日志,通过debug日志缩小范围,判断哪个变量是null

    这个异常出现的时候,相关task上面的日志有什么异常么,触发这个NPE的条件是什么,稳定复现么?

    [1] https://github.com/apache/flink/blob/aa4eb8f0c9ce74e6b92c3d9be5dc8e8cb536239d/flink-streaming-java/src/main/java/org/apache/flink/streaming/runtime/tasks/StreamTask.java#L1349*来自志愿者整理的FLINK邮件归档

    2021-12-03 18:50:31
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