为什么我的 Flink 独立集群没有收到我的作业

Question

我在Flink（Java）中创建了一个程序来计算3个不同房间上9个假传感器的平均值。如果我启动 jar 文件，程序运行良好。所以我决定启动 flink 独立集群来检查运行我的作业和相应任务的任务管理器，就像这里 （https://ci.apache.org/projects/flink/flink-docs-stable/tutorials/local_setup.html） 一样。我正在我的机器上运行所有内容。为什么我看不到仪表板上运行的作业 （http://localhost:8081/#/overview），但如果我查看日志文件（tail -f log/flink--client--*-T430.log），我可以看到正在处理的内容？此外，print() 方法是将输出溢出到控制台。

我使用此命令启动我的应用程序./bin/flink run examples/explore-flink.jar -c

但是也许我必须配置配置文件上的一些参数。这是我的代码：

import org.apache.flink.api.common.functions.RichMapFunction;
import org.apache.flink.api.common.state.MapState;
import org.apache.flink.api.common.state.MapStateDescriptor;
import org.apache.flink.api.java.functions.KeySelector;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.streaming.api.CheckpointingMode;
import org.apache.flink.streaming.api.TimeCharacteristic;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.sense.flink.mqtt.MqttTemperature;
import org.sense.flink.mqtt.TemperatureMqttConsumer;
public class SensorsMultipleReadingMqttEdgentQEP {
    private boolean checkpointEnable = true;
    private long checkpointInterval = 1000;
    private CheckpointingMode checkpointMode = CheckpointingMode.EXACTLY_ONCE;
    public SensorsMultipleReadingMqttEdgentQEP() throws Exception {
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setStreamTimeCharacteristic(TimeCharacteristic.IngestionTime);
        if (checkpointEnable)
            env.enableCheckpointing(checkpointInterval, checkpointMode);
        DataStream<MqttTemperature> temperatureStream01 = env.addSource(new TemperatureMqttConsumer("topic-edgent-01"));
        DataStream<MqttTemperature> temperatureStream02 = env.addSource(new TemperatureMqttConsumer("topic-edgent-02"));
        DataStream<MqttTemperature> temperatureStream03 = env.addSource(new TemperatureMqttConsumer("topic-edgent-03"));
        DataStream<MqttTemperature> temperatureStreams = temperatureStream01.union(temperatureStream02)
                .union(temperatureStream03);
        DataStream<Tuple2<String, Double>> average = temperatureStreams.keyBy(new TemperatureKeySelector())
                .map(new AverageTempMapper());
        average.print();
        String executionPlan = env.getExecutionPlan();
        System.out.println("ExecutionPlan ........................ ");
        System.out.println(executionPlan);
        System.out.println("........................ ");
        // env.execute("SensorsMultipleReadingMqttEdgentQEP");
        env.execute();
    }
    public static class TemperatureKeySelector implements KeySelector<MqttTemperature, Integer> {
        private static final long serialVersionUID = 5905504239899133953L;
        @Override
        public Integer getKey(MqttTemperature value) throws Exception {
            return value.getId();
        }
    }
    public static class AverageTempMapper extends RichMapFunction<MqttTemperature, Tuple2<String, Double>> {
        private static final long serialVersionUID = -5489672634096634902L;
        private MapState<String, Double> averageTemp;
        @Override
        public void open(Configuration parameters) throws Exception {
            averageTemp = getRuntimeContext()
                    .getMapState(new MapStateDescriptor<>("average-temperature", String.class, Double.class));
        }
        @Override
        public Tuple2<String, Double> map(MqttTemperature value) throws Exception {
            String key = "no-room";
            Double temp = value.getTemp();
            if (value.getId().equals(1) || value.getId().equals(2) || value.getId().equals(3)) {
                key = "room-A";
            } else if (value.getId().equals(4) || value.getId().equals(5) || value.getId().equals(6)) {
                key = "room-B";
            } else if (value.getId().equals(7) || value.getId().equals(8) || value.getId().equals(9)) {
                key = "room-C";
            } else {
                System.err.println("Sensor not defined in any room.");
            }
            if (averageTemp.contains(key)) {
                temp = (averageTemp.get(key) + value.getTemp()) / 2;
            } else {
                averageTemp.put(key, temp);
            }
            return new Tuple2<String, Double>(key, temp);
        }
    }
}

谢谢菲 利 普

Answer 1

在我选择选项后"Extract required libraries into generated JAR"它起作用了。奇怪，因为我正在使用选项"Package required libraries into generated JAR"生成 JAR，但它不起作用。