我正在我的flink应用程序中读取驱动蛋白中的事件。事件采用protobuf格式。如果我在flink应用程序中使用'com.google.protobuf:protobuf-java:3.7.1'，我没有问题。然而，如果我将其更改为'com.google.protobuf:protobuf-java:3.10.0'，我将使用堆栈跟踪获得上述异常
java.lang.IncompatibleClassChangeError: class com.google.protobuf.Descriptors$OneofDescriptor has interface com.google.protobuf.Descriptors$GenericDescriptor as super class
at java.lang.ClassLoader.defineClass1(Native Method)
at java.lang.ClassLoader.defineClass(ClassLoader.java:763)
at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:468)
at java.net.URLClassLoader.access$100(URLClassLoader.java:74)
at java.net.URLClassLoader$1.run(URLClassLoader.java:369)
at java.net.URLClassLoader$1.run(URLClassLoader.java:363)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:362)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
at java.lang.Class.getDeclaredMethods0(Native Method)
at java.lang.Class.privateGetDeclaredMethods(Class.java:2701)
at java.lang.Class.privateGetPublicMethods(Class.java:2902)
at java.lang.Class.privateGetPublicMethods(Class.java:2917)
at java.lang.Class.getMethods(Class.java:1615)
at org.apache.flink.api.java.typeutils.TypeExtractor.isValidPojoField(TypeExtractor.java:1786)
at org.apache.flink.api.java.typeutils.TypeExtractor.analyzePojo(TypeExtractor.java:1856)
at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1746)
at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1643)
at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfoWithTypeHierarchy(TypeExtractor.java:921)
at org.apache.flink.api.java.typeutils.TypeExtractor.privateCreateTypeInfo(TypeExtractor.java:781)
at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfo(TypeExtractor.java:735)
at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfo(TypeExtractor.java:731)
at org.apache.flink.api.common.typeinfo.TypeInformation.of(TypeInformation.java:211)
at org.apache.flink.api.java.typeutils.ListTypeInfo.<init>(ListTypeInfo.java:45)
at com.bagi.streaming.serialization.ProtoSchema.getProducedType(ProtoSchema.java:40)
at org.apache.flink.streaming.connectors.kinesis.serialization.KinesisDeserializationSchemaWrapper.getProducedType(KinesisDeserializationSchemaWrapper.java:57)
at org.apache.flink.streaming.connectors.kinesis.FlinkKinesisConsumer.getProducedType(FlinkKinesisConsumer.java:363)
at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1456)
at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1414)
at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1396)
at com.bagi.streaming.StreamProcessor.getKinesisTrackingStream(StreamProcessor.java:101)
at com.bagi.streaming.StreamProcessor.getKinesisTrackingStream(StreamProcessor.java:110)
at com.bagi.streaming.StreamProcessor.consumeKinesis(StreamProcessor.java:117)
at com.bagi.streaming.StreamProcessor.main(StreamProcessor.java:80)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:529)
at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:421)
at org.apache.flink.client.program.ClusterClient.run(ClusterClient.java:423)
at org.apache.flink.client.cli.CliFrontend.executeProgram(CliFrontend.java:813)
at org.apache.flink.client.cli.CliFrontend.runProgram(CliFrontend.java:287)
at org.apache.flink.client.cli.CliFrontend.run(CliFrontend.java:213)
at org.apache.flink.client.cli.CliFrontend.parseParameters(CliFrontend.java:1050)
at org.apache.flink.client.cli.CliFrontend.lambda$main$11(CliFrontend.java:1126)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1844)
at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:1126)
我正在使用flink@1.8.0和CCD_ 3。我正在我的mac上本地构建flinkappjar。我已经尝试过在3.10.0和3.7.1中使用protoc，在3.10.0中使用protobufjava。
这是我的反序列化
public class ProtoSchema implements DeserializationSchema<List<Event>> {
@Override
public List<Event> deserialize(byte[] message) throws IOException {
List<Event> events = new LinkedList<>();
InputStream inputStream = new ByteArrayInputStream(message);
while (true) {
Event event = Event.parseDelimitedFrom(inputStream);
if (event != null) {
events.add(event);
} else {
break;
}
}
return events;
}
@Override
public boolean isEndOfStream(List<Event> nextElement) {
return false;
}
@Override
public TypeInformation<List<Event>> getProducedType() {
return new ListTypeInfo<>(Event.class);
}
}
我正在通过插入
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
Properties consumerConfig = new Properties();
consumerConfig.put(AWSConfigConstants.AWS_CREDENTIALS_PROVIDER, "AUTO");
consumerConfig.put(AWSConfigConstants.AWS_REGION, region);
consumerConfig.put(ConsumerConfigConstants.SHARD_GETRECORDS_INTERVAL_MILLIS, "300");
consumerConfig.put(ConsumerConfigConstants.SHARD_GETRECORDS_RETRIES, "10");
consumerConfig.put(ConsumerConfigConstants.SHARD_GETRECORDS_MAX, "5000");
consumerConfig.put(ConsumerConfigConstants.STREAM_INITIAL_POSITION, "LATEST");
env.addSource(new FlinkKinesisConsumer<>(name, new ProtoSchema(), consumerConfig)).name("KinesisSource");
env.getConfig().registerTypeWithKryoSerializer(Event.class, ProtobufSerializer.class);
Event.class是使用从protobuf架构编译的protoc@3.10.0和protobuf-java@3.10.0
正如您在protobuf-java:3.9.0的评论中所说，对较低版本(3.8-(进行了二进制不兼容的更改。
为类CCD_ 5添加了超类Descriptors.GenericDescriptor，哪一个客户端类的超级接口中的静态字段可能会隐藏从新超级类继承的字段(具有相同名称(，并导致CompatibleClassChangeError异常。更多
因此，如果您的类路径上有protobuf-java:3.9.0+，以及一些较低版本(3.8-(调用该类，则会出现此错误。(在我的例子中，它来自hadoop，它有2.5 protobuf java版本，而我的胖罐子有3.10(
解决方案：
- 您需要对其中一个不兼容的依赖项
protobuf-java进行着色更多如何使用gradle对dependency进行着色 - 或者使用3.8及更低版本作为临时短视解决方案