Google cloud dataflow Apache子读取器异常

我正在运行一个带有PubSub源的管道，由于管道崩溃，我遇到了一些奇怪的异常。我可以很好地处理一些元素（3-10），然后突然抛出以下两条错误消息中的一条。两者都没有告诉我我可能做错了什么，所以我删除了所有的转换，只保留了源代码，问题仍然存在。我只是将一些测试字符串发布到PubSub。感谢您的帮助

例外情况1：

[WARNING]
java.lang.reflect.InvocationTargetException
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:606)
        at org.codehaus.mojo.exec.ExecJavaMojo$1.run(ExecJavaMojo.java:293)
        at java.lang.Thread.run(Thread.java:724)
Caused by: java.lang.NullPointerException
        at org.apache.beam.sdk.io.PubsubUnboundedSource$PubsubReader.ackBatch(PubsubUnboundedSource.java:640)
        at org.apache.beam.sdk.io.PubsubUnboundedSource$PubsubCheckpoint.finalizeCheckpoint(PubsubUnboundedSource.java:313)
        at org.apache.beam.runners.direct.UnboundedReadEvaluatorFactory$UnboundedReadEvaluator.getReader(UnboundedReadEvaluatorFactory.java:174)
        at org.apache.beam.runners.direct.UnboundedReadEvaluatorFactory$UnboundedReadEvaluator.processElement(UnboundedReadEvaluatorFactory.java:127)
        at org.apache.beam.runners.direct.TransformExecutor.processElements(TransformExecutor.java:139)
        at org.apache.beam.runners.direct.TransformExecutor.run(TransformExecutor.java:107)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471)
        at java.util.concurrent.FutureTask.run(FutureTask.java:262)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)

例外情况2：

[WARNING]
java.lang.reflect.InvocationTargetException
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:606)
        at org.codehaus.mojo.exec.ExecJavaMojo$1.run(ExecJavaMojo.java:293)
        at java.lang.Thread.run(Thread.java:724)
Caused by: java.lang.IllegalStateException: Cannot finalize a restored checkpoint
        at org.apache.beam.sdk.repackaged.com.google.common.base.Preconditions.checkState(Preconditions.java:444)
        at org.apache.beam.sdk.io.PubsubUnboundedSource$PubsubCheckpoint.finalizeCheckpoint(PubsubUnboundedSource.java:293)
        at org.apache.beam.runners.direct.UnboundedReadEvaluatorFactory$UnboundedReadEvaluator.finishRead(UnboundedReadEvaluatorFactory.java:205)
        at org.apache.beam.runners.direct.UnboundedReadEvaluatorFactory$UnboundedReadEvaluator.processElement(UnboundedReadEvaluatorFactory.java:142)
        at org.apache.beam.runners.direct.TransformExecutor.processElements(TransformExecutor.java:139)
        at org.apache.beam.runners.direct.TransformExecutor.run(TransformExecutor.java:107)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471)
        at java.util.concurrent.FutureTask.run(FutureTask.java:262)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)

基本代码：

PipelineOptions options = PipelineOptionsFactory.create(); 
PubsubOptions dataflowOptions = options.as(PubsubOptions.class);
dataflowOptions.setStreaming(true);

Pipeline p = Pipeline.create(options);

p.apply(PubsubIO.<String>read().subscription("my-subscription")
    .withCoder(StringUtf8Coder.of())));

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此问题的存在是因为DirectRunner中有一个Bug（）和PubsubCheckpoint中的一个先决条件

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答案包含有关该错误以及如何解决该错误的更多信息。谢谢

谢谢你的回答。我已经更新到最新的快照，第一次满怀希望，因为它没有立即发生，但似乎过了一段时间，上面的NullPointerException仍然在发生。PubSub中有一个bug很快就被解决了。给您带来不便，我深表歉意。

mvn compile exec:java -Dexec.mainClass=my.package.SalesTransactions -Dexec.args="--runner BlockingDataflowRunner --project=my-project --tempLocation=gs://my-project/tmp"