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Posted to user-zh@flink.apache.org by Jun Zou <ni...@gmail.com> on 2020/07/07 09:37:59 UTC
嵌套 json 中string 数组的解析异常
Hi all：
我使用 flink 1.9 处理嵌套 json， 它嵌套了一个string数组，构造出的 table schema结构为：
Row(parsedResponse: BasicArrayTypeInfo<String>, timestamp: Long)
执行作业后会发生报错如下，出现 object 类型和string 类型的转换错误
Caused by: java.lang.ClassCastException: [Ljava.lang.Object; cannot be cast
to [Ljava.lang.String;
at
org.apache.flink.api.common.typeutils.base.array.StringArraySerializer.copy(StringArraySerializer.java:35)
at
org.apache.flink.api.java.typeutils.runtime.RowSerializer.copy(RowSerializer.java:93)
at
org.apache.flink.api.java.typeutils.runtime.RowSerializer.copy(RowSerializer.java:44)
大佬们知道该怎么修改么？
我的json 的结构如下：
{"parsedResponse":["apple", "banana", "orange"], "timestamp": "1522253345"}
P.S:
如果把 string 数组改为 long 数组或者 double 数组执行对应的操作可以正确运行，目前来看只有 string 数组出现问题。
Re: 嵌套 json 中string 数组的解析异常
Posted by Jun Zou <ni...@gmail.com>.
Hi，
感谢您的指导！
祝好！
Leonard Xu <xb...@gmail.com> 于2020年7月7日周二 下午9:49写道：
> Hi,
>
> 看了下代码，这确实是Flink 1.9里面的一个bug[1], 原因没有 source 没有正确处理legacy type 和新的
> type，这个issue没有在1.9的分支上修复，可以升级到1.10.1试下。
>
> 祝好，
> Leonard Xu
> [1]https://issues.apache.org/jira/browse/FLINK-16622 <
> https://issues.apache.org/jira/browse/FLINK-16622?focusedCommentId=17061790&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-17061790
> >
>
>
Re: 嵌套 json 中string 数组的解析异常
Posted by Leonard Xu <xb...@gmail.com>.
Hi,
看了下代码，这确实是Flink 1.9里面的一个bug[1], 原因没有 source 没有正确处理legacy type 和新的 type，这个issue没有在1.9的分支上修复，可以升级到1.10.1试下。
祝好，
Leonard Xu
[1]https://issues.apache.org/jira/browse/FLINK-16622 <https://issues.apache.org/jira/browse/FLINK-16622?focusedCommentId=17061790&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-17061790>
Re: 嵌套 json 中string 数组的解析异常
Posted by Jun Zou <ni...@gmail.com>.
Hi, Leonard Xu:
我使用的 sql 如下，
> SELECT TUMBLE_START(rowtime, INTERVAL '30' SECOND) AS ts, fruit,
> COUNT(`fruit`) AS `cnt`
> FROM mysource, UNNEST(mysource.parsedResponse) AS A(fruit)
> GROUP BY TUMBLE(rowtime, INTERVAL '30' SECOND), fruit
从调试日志来看，应该是一开始就挂掉了，我贴一下相关的日志
INFO - Initializing heap keyed state backend with stream factory.
INFO - Source: Custom Source -> Timestamps/Watermarks -> from:
> (parsedResponse, rowtime) -> correlate:
> table(explode($cor0.parsedResponse)), select: parsedResponse, rowtime, f0
> -> select: (rowtime, fruit) -> time attribute: (rowtime) (1/1)
> (d8c5f92b850811595dbdc130c04f9e58) switched from RUNNING to FAILED.
> java.lang.Exception:
> org.apache.flink.streaming.runtime.tasks.ExceptionInChainedOperatorException:
> Could not forward element to next operator
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.checkThrowSourceExecutionException(SourceStreamTask.java:212)
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask.performDefaultAction(SourceStreamTask.java:132)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.run(StreamTask.java:298)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:403)
> 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.streaming.runtime.tasks.ExceptionInChainedOperatorException:
> Could not forward element to next operator
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:651)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:612)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:592)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:727)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:705)
> at
> org.apache.flink.streaming.api.operators.StreamSourceContexts$ManualWatermarkContext.processAndCollectWithTimestamp(StreamSourceContexts.java:310)
> at
> org.apache.flink.streaming.api.operators.StreamSourceContexts$WatermarkContext.collectWithTimestamp(StreamSourceContexts.java:409)
> at
> org.apache.flink.streaming.connectors.CommonConsumer.run(CommonConsumer.java:49)
> at
> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:100)
> at
> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:63)
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.run(SourceStreamTask.java:202)
> Caused by: java.lang.ClassCastException: [Ljava.lang.Object; cannot be
> cast to [Ljava.lang.String;
> at
> org.apache.flink.api.common.typeutils.base.array.StringArraySerializer.copy(StringArraySerializer.java:35)
> at
> org.apache.flink.api.java.typeutils.runtime.RowSerializer.copy(RowSerializer.java:93)
> at
> org.apache.flink.api.java.typeutils.runtime.RowSerializer.copy(RowSerializer.java:44)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:635)
> ... 10 more
>
另外，如果我把string 数组的类型从 BasicArrayTypeInfo.STRING_ARRAY_TYPE_INFO
改为 ObjectArrayTypeInfo.getInfoFor(Types.STRING)， 即schema 从
> root
> |-- parsedResponse: LEGACY(BasicArrayTypeInfo<String>)
> |-- rowtime: TIMESTAMP(3) *ROWTIME*
>
变为
> root
> |-- parsedResponse: ARRAY<STRING>
> |-- rowtime: TIMESTAMP(3) *ROWTIME*
>
也仍然会发生相同的错误，但日志执行有些不同
> INFO - Source: Custom Source -> Timestamps/Watermarks -> from:
> (parsedResponse, rowtime) -> correlate:
> table(explode($cor0.parsedResponse)), select: parsedResponse, rowtime, f0
> -> select: (rowtime, fruit) -> time attribute: (rowtime) (1/1)
> (36b79032354b9e9ab70a30d98b1de903) switched from RUNNING to FAILED.
> java.lang.Exception:
> org.apache.flink.streaming.runtime.tasks.ExceptionInChainedOperatorException:
> Could not forward element to next operator
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.checkThrowSourceExecutionException(SourceStreamTask.java:212)
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask.performDefaultAction(SourceStreamTask.java:132)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.run(StreamTask.java:298)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:403)
> at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:705)
> at org.apache.flink.runtime.taskmanager.Task.run(Task.java:530)
> at java.lang.Thread.run(Thread.java:748)
> Caused by:
> org.apache.flink.streaming.runtime.tasks.ExceptionInChainedOperatorException:
> Could not forward element to next operator
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:654)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:612)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:592)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:727)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:705)
> at
> org.apache.flink.streaming.api.operators.StreamSourceContexts$ManualWatermarkContext.processAndCollectWithTimestamp(StreamSourceContexts.java:310)
> at
> org.apache.flink.streaming.api.operators.StreamSourceContexts$WatermarkContext.collectWithTimestamp(StreamSourceContexts.java:409)
> at
> org.apache.flink.streaming.connectors.CommonConsumer.run(CommonConsumer.java:49)
> at
> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:100)
> at
> org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:63)
> at
> org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.run(SourceStreamTask.java:202)
> Caused by:
> org.apache.flink.streaming.runtime.tasks.ExceptionInChainedOperatorException:
> Could not forward element to next operator
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:651)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:612)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:592)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:727)
> at
> org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.collect(AbstractStreamOperator.java:705)
> at
> org.apache.flink.streaming.runtime.operators.TimestampsAndPeriodicWatermarksOperator.processElement(TimestampsAndPeriodicWatermarksOperator.java:67)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:637)
> ... 10 more
> Caused by: java.lang.ClassCastException: [Ljava.lang.Object; cannot be
> cast to [Ljava.lang.String;
> at DataStreamSourceConversion$5.processElement(Unknown Source)
> at
> org.apache.flink.table.runtime.CRowOutputProcessRunner.processElement(CRowOutputProcessRunner.scala:70)
> at
> org.apache.flink.streaming.api.operators.ProcessOperator.processElement(ProcessOperator.java:66)
> at
> org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:637)
> ... 16 more
>
我尝试使用 JsonRowSchemaConverter对 schema 进行转换，得到的schema和上一封邮件里面是一致的，即：
> Row(parsedResponse: BasicArrayTypeInfo<String>, timestamp: Timestamp)
>
所以是我的操作在哪里出现了问题呢？
感谢您的回复！
祝好！
Leonard Xu <xb...@gmail.com> 于2020年7月7日周二 下午5:48写道：
> Hi,
>
> 方便把 SQL 也贴下吗？看起来像个bug。
>
> 祝好，
> Leonard Xu
>
>
Re: 嵌套 json 中string 数组的解析异常
Posted by Leonard Xu <xb...@gmail.com>.
Hi,
方便把 SQL 也贴下吗？看起来像个bug。
祝好，
Leonard Xu