目前Apache Beam的PubSubIO写入并不支持setDelayThreshold()命令。不过,可以使用带有PubsubMessageEvent.RECEIVED_TIMESTAMP属性的消息对象来手动实现延迟处理。以下是示例代码:
import org.apache.beam.sdk.io.gcp.pubsub.PubsubMessage;
import org.joda.time.Duration;
import java.util.concurrent.TimeUnit;
// 创建一个PubsubMessage对象并添加RECEIVED_TIMESTAMP属性
PubsubMessage message = new PubsubMessage(payload, attributes);
message.setAttribute("PubsubMessageEvent.RECEIVED_TIMESTAMP",
Long.toString(System.currentTimeMillis()));
// 在PubSubIO写入期间设置延迟时间
pipeline
.apply("Write to Pub/Sub", PubsubIO.writeMessages()
.withProjectId("my_project")
.withTopic("my_topic")
.withIdAttribute("id")
.withTimestampAttribute("timestamp"))
.withTimestampAttribute("PubsubMessageEvent.RECEIVED_TIMESTAMP")
.withMethod(PubsubIO.Write.Method.BATCHING)
.withBatchingSettings(PubsubIO.Write.BatchingSettings.newBuilder()
.setDelayThreshold(Duration.standardSeconds(30))
.setRequestBytesThreshold(1024 * 1024)
.setElementCountThreshold(100)
.build())
// 使用PubSubIO读取数据时也需要使用时间戳属性
pipeline.apply(PubsubIO.readMessages().fromTopic("my_topic")
.withTimestampAttribute("PubsubMessageEvent.RECEIVED_TIMESTAMP")
.withIdAttribute("id"))
这样,在写入消息到Pub/Sub时,将使用RECEIVED_TIMESTAMP属性来指定消息的时间戳,并设置延迟时间。在读取数据时,也需要使用相应的时间戳属性来确保正确处理延迟消息。