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ProcessFunctionTest.java 2.40 KB
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dahuanhuan 提交于 2022-04-18 11:42 +08:00 . ProcessFunction函数简单举例
package com.hao.chapter07;
import com.hao.chapter05.ClickSource;
import com.hao.chapter05.Event;
import org.apache.flink.api.common.eventtime.SerializableTimestampAssigner;
import org.apache.flink.api.common.eventtime.WatermarkStrategy;
import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.ProcessFunction;
import org.apache.flink.util.Collector;
import java.time.Duration;
public class ProcessFunctionTest {
public static void main(String[] args) throws Exception {
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setParallelism(1);
// 读取数据,并提取时间戳、生成水位线
SingleOutputStreamOperator<Event> stream = env.addSource(new ClickSource())
.assignTimestampsAndWatermarks(WatermarkStrategy.<Event>forBoundedOutOfOrderness(Duration.ZERO)
.withTimestampAssigner(new SerializableTimestampAssigner<Event>() {
@Override
public long extractTimestamp(Event element, long recordTimestamp) {
return element.timestamp;
}
}));
stream.process(new ProcessFunction<Event, String>() {
@Override
public void processElement(Event value, ProcessFunction<Event, String>.Context ctx, Collector<String> out) throws Exception {
//如果user是 Mary ,则输出 user - clicks - url
if (value.user.equals("Mary")) {
out.collect(value.user + " - clicks - " + value.url);
//如果user是Bob 则输出两次 Bob
} else if (value.user.equals("Bob")) {
out.collect(value.user);
out.collect(value.user);
}
//输出所有的event类型
out.collect(value.toString());
System.out.println("time:" + ctx.timestamp()); // 获取数据当前的时间
System.out.println("watermark:" + ctx.timerService().currentWatermark()); // 获取数据当前的watermark
System.out.println(getRuntimeContext().getIndexOfThisSubtask());
}
}).print();
env.execute();
}
}
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