在使用Apache Beam的CloudBigtableIO读写数据时,可以使用以下代码示例来处理错误:
withFailedRows()
方法捕获写入错误的行,并将其放入一个PCollection
中以供进一步处理。PCollection writeResults = input.apply("Write to Cloud Bigtable",
CloudBigtableIO.writeToTable(CloudBigtableTableConfiguration.fromCBTOptions(options))
.withFailedRows());
PCollection failedRows = writeResults.getFailedInserts();
withExtendedErrorInfo()
方法来获取更详细的错误信息,并使用ParDo
将错误日志记录到输出。PCollection writeResults = input.apply("Write to Cloud Bigtable",
CloudBigtableIO.writeToTable(CloudBigtableTableConfiguration.fromCBTOptions(options))
.withExtendedErrorInfo());
PCollection errorLogs = writeResults.apply("Extract error info",
ParDo.of(new DoFn() {
@ProcessElement
public void processElement(ProcessContext c) {
Result result = c.element();
if (result.hasError()) {
String errorInfo = result.getErrorInfo();
c.output(errorInfo);
}
}
}));
withMaxRetries()
方法来设置最大重试次数,并使用withRetryOptions()
方法设置重试策略。以下是一个示例代码:CloudBigtableTableConfiguration cbtConfig = CloudBigtableTableConfiguration.fromCBTOptions(options);
CloudBigtableIO.Write writeTransform = CloudBigtableIO.writeToTable(cbtConfig)
.withMaxRetries(3)
.withRetryOptions(RetryOptions.newBuilder()
.setBackoffCoefficient(2)
.setInitialBackoffMillis(1000)
.setTotalTimeoutMillis(60000)
.build());
input.apply("Write to Cloud Bigtable", writeTransform);
这些示例代码可以帮助你在使用Apache Beam的CloudBigtableIO时处理读写错误。请根据你的需求选择适合的解决方法。