要在Java中使用会话窗口执行GroupByKey操作,您可以按照以下步骤进行操作:
import org.apache.beam.sdk.Pipeline;
import org.apache.beam.sdk.transforms.GroupByKey;
import org.apache.beam.sdk.transforms.windowing.FixedWindows;
import org.apache.beam.sdk.transforms.windowing.IntervalWindow;
import org.apache.beam.sdk.transforms.windowing.Window;
import org.apache.beam.sdk.values.KV;
import org.apache.beam.sdk.values.PCollection;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.ParDo;
Pipeline pipeline = Pipeline.create();
PCollection> input = ...; // 输入数据集
PCollection> windowedInput = input.apply(Window.into(FixedWindows.of(Duration.standardMinutes(5))));
PCollection>> groupedData = windowedInput.apply(GroupByKey.create());
groupedData.apply(ParDo.of(new DoFn>, Void>() {
@ProcessElement
public void processElement(ProcessContext c) {
KV> element = c.element();
System.out.println("Key: " + element.getKey());
System.out.println("Values: " + element.getValue());
System.out.println("Window: " + c.window());
}
}));
pipeline.run();
这样,您就可以在Java中使用会话窗口执行GroupByKey操作。请根据您的实际需求自定义和调整代码。