处理AWS KCL中的错误可以通过使用错误处理器和重试机制来实现。以下是一个示例代码,演示如何使用AWS KCL处理错误:
public class CustomKinesisRecordProcessorFactory implements KinesisRecordProcessorFactory {
@Override
public IRecordProcessor createProcessor() {
return new CustomKinesisRecordProcessor();
}
@Override
public IRecordProcessor createProcessor(KinesisClientLibConfiguration configuration) {
return new CustomKinesisRecordProcessor();
}
}
public class CustomKinesisRecordProcessor implements IRecordProcessor {
@Override
public void initialize(String shardId) {
// 初始化方法
}
@Override
public void processRecords(List records, IRecordProcessorCheckpointer checkpointer) {
// 处理记录的方法
for (Record record : records) {
try {
// 处理记录的逻辑
} catch (Exception e) {
// 处理错误的逻辑
handleException(record, e);
}
}
}
@Override
public void shutdown(IRecordProcessorCheckpointer checkpointer, ShutdownReason reason) {
// 关闭处理器的方法
}
private void handleException(Record record, Exception e) {
// 处理错误的逻辑,例如记录错误信息、重试等
}
}
public class KCLApplication {
public static void main(String[] args) throws Exception {
String streamName = "your-stream-name";
String applicationName = "your-application-name";
String workerId = InetAddress.getLocalHost().getCanonicalHostName() + ":" + UUID.randomUUID();
KinesisClientLibConfiguration config = new KinesisClientLibConfiguration(applicationName, streamName, new DefaultAWSCredentialsProviderChain(), workerId)
.withRegionName("your-region-name")
.withInitialPositionInStream(InitialPositionInStream.TRIM_HORIZON);
IRecordProcessorFactory recordProcessorFactory = new CustomKinesisRecordProcessorFactory();
Worker worker = new Worker.Builder()
.recordProcessorFactory(recordProcessorFactory)
.config(config)
.build();
worker.run();
}
}
在上面的代码中,自定义的CustomKinesisRecordProcessor实现了IRecordProcessor接口,其中的processRecords方法中处理了记录,并通过handleException方法处理错误。在handleException方法中,你可以根据需要记录错误信息、重试等。