我正在尝试使用BroadcastState设置项目,但是由于某些原因,当我尝试运行该项目时出现此错误:

org.apache.flink.streaming.runtime.tasks.StreamTaskException:无法序列化操作员对象类org.apache.flink.streaming.api.operators.co.CoBroadcastWithNonKeyedOperator。

我不确定为什么要扔它。传入和输出的对象(SampleInput和Token)是非常简单的avro生成的pojo,具有两个或三个字段,我尝试将BroadcastProcessFunction的方法留空以切出我可以设置的无法序列化的内容,但是仍然收到错误。这是代码的相关部分:

//Sideoutput that error strings will be written to
    OutputTag<String> sideOutputTag = new OutputTag<String>("side-output") {};

    //<Setup for broadcast state>
    StateTtlConfig ttlConfig = StateTtlConfig
            .newBuilder(Time.seconds(1))
            .setUpdateType(StateTtlConfig.UpdateType.OnCreateAndWrite)
            .setStateVisibility(StateTtlConfig.StateVisibility.NeverReturnExpired)
            .cleanupFullSnapshot()
            .build();

    final MapStateDescriptor<String, Token> ruleStateDescriptor = new MapStateDescriptor<>(
            "oathTokens",
            BasicTypeInfo.STRING_TYPE_INFO,
            AvroTypeInfo.of(new TypeHint<Token>() {}));
    ruleStateDescriptor.enableTimeToLive(ttlConfig);

    DataStream<Token> tokenObjectStream = tokenSourceStream.process(new JsonToTokenProcessFunction(sideOutputTag))
            .startNewChain()
            .uid("tokenObjectStream")
            .name("tokenObjectStream");

    BroadcastStream<Token> ruleBroadcastStream = tokenObjectStream.broadcast(ruleStateDescriptor);
    //</Config for broadcast state>


    //<Main Data Input Stream>
    DataStream<SampleInput> jsonToSampleInput = kafkaStream.process(new JsonToPojoProcessFunction(sideOutputTag))
            .startNewChain()
            .uid("sampleInputStream")
            .name("sampleInputStream");

    BroadcastConnectedStream<SampleInput, Token> broadcastConnectedStream = jsonToSampleInput.connect(ruleBroadcastStream);

    DataStream<SampleInput> matchedBroadcastStream = broadcastConnectedStream.process(new BroadcastProcessFunction<SampleInput, Token, SampleInput>() {

        @Override
        public void processElement(SampleInput sampleInput, ReadOnlyContext readOnlyContext, Collector<SampleInput> collector) throws Exception {

        }

        @Override
        public void processBroadcastElement(Token token, Context context, Collector<SampleInput> collector) throws Exception {

        }
    });


任何帮助将不胜感激。我确定我只是忽略了一些东西。谢谢!

最佳答案

原来ttlConfig对象是无法序列化的。删除它可以解决问题。

07-24 13:13