com.google.cloud.dataflow.sdk.coders.CoderExceptio

问题:

I got the following error in Google Cloud Data Flow:

java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.coders.CoderException: cannot encode a null String at com.google.cloud.dataflow.sdk.runners.worker.SimpleParDoFn$1.output(SimpleParDoFn.java:162) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase$DoFnContext.outputWindowedValue(DoFnRunnerBase.java:287) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase$DoFnProcessContext.output(DoFnRunnerBase.java:449) at reports.transforms.JsonToObject.processElement(JsonToObject.java:35)

Caused by: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.util.UserCodeException: java.lang.RuntimeException: java.lang.RuntimeException: com.google.cloud.dataflow.sdk.coders.CoderException: cannot encode a null String at com.google.cloud.dataflow.sdk.util.UserCodeException.wrap(UserCodeException.java:35) at com.google.cloud.dataflow.sdk.util.UserCodeException.wrapIf(UserCodeException.java:40) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase.wrapUserCodeException(DoFnRunnerBase.java:368) at com.google.cloud.dataflow.sdk.util.SimpleDoFnRunner.invokeProcessElement(SimpleDoFnRunner.java:51) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase.processElement(DoFnRunnerBase.java:138) at com.google.cloud.dataflow.sdk.runners.worker.SimpleParDoFn.processElement(SimpleParDoFn.java:190) at com.google.cloud.dataflow.sdk.runners.worker.ForwardingParDoFn.processElement(ForwardingParDoFn.java:42) at com.google.cloud.dataflow.sdk.runners.worker.DataflowWorkerLoggingParDoFn.processElement(DataflowWorkerLoggingParDoFn.java:47) at com.google.cloud.dataflow.sdk.util.common.worker.ParDoOperation.process(ParDoOperation.java:53) at com.google.cloud.dataflow.sdk.util.common.worker.OutputReceiver.process(OutputReceiver.java:52) at com.google.cloud.dataflow.sdk.runners.worker.SimpleParDoFn$1.output(SimpleParDoFn.java:160) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase$DoFnContext.outputWindowedValue(DoFnRunnerBase.java:287) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase$DoFnProcessContext.output(DoFnRunnerBase.java:449) at reports.transforms.JsonToObject.processElement(JsonToObject.java:35) at com.google.cloud.dataflow.sdk.util.SimpleDoFnRunner.invokeProcessElement(SimpleDoFnRunner.java:49) at com.google.cloud.dataflow.sdk.util.DoFnRunnerBase.processElement(DoFnRunnerBase.java:138)

In my class (JsonToObject) I do the following:

if (obj != null) { processContext.output(obj); }

And that where the exception throws.

Any idea why it happen?

回答1:

NullableCoder is a composite coder which requires it to be specified in terms of another coder. @DefaultCoder is incompatible with composite coders (KvCoder, IterableCoder, ...) because of this requirement to be parameterized by another coder. One way to solve your problem is to set the coder on each PCollection that may contain nullable types manually. For example:

PCollection<String> pc = pipeline.apply(... transform that produces nulls ...);
pc.setCoder(NullableCoder.of(StringUtf8Coder.of());