Keyed Map State

package com.atguigu.state;

import com.atguigu.bean.WaterSensor;
import com.atguigu.functions.WaterSensorMapFunction;
import org.apache.flink.api.common.eventtime.WatermarkStrategy;
import org.apache.flink.api.common.state.MapState;
import org.apache.flink.api.common.state.MapStateDescriptor;
import org.apache.flink.api.common.typeinfo.Types;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.KeyedProcessFunction;
import org.apache.flink.util.Collector;

import java.time.Duration;
import java.util.Map;

/**
 * TODO 统计每种传感器每种水位值出现的次数
 */
public class KeyedMapStateDemo {
    public static void main(String[] args) throws Exception {
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        env.setParallelism(1);

        SingleOutputStreamOperator<WaterSensor> sensorDS = env
                .socketTextStream("192.168.1.7", 9091)
                .map(new WaterSensorMapFunction())
                .assignTimestampsAndWatermarks(
                        WatermarkStrategy
                                .<WaterSensor>forBoundedOutOfOrderness(Duration.ofSeconds(3))
                                .withTimestampAssigner((element, ts) -> element.getTs() * 1000L)
                );

        sensorDS.keyBy(r -> r.getId())
                .process(
                        new KeyedProcessFunction<String, WaterSensor, String>() {

                            MapState<Integer, Integer> vcCountMapState;

                            @Override
                            public void open(Configuration parameters) throws Exception {
                                super.open(parameters);
                                vcCountMapState = getRuntimeContext().getMapState(new MapStateDescriptor<Integer, Integer>("vcCountMapState", Types.INT, Types.INT));
                            }

                            @Override
                            public void processElement(WaterSensor value, Context ctx, Collector<String> out) throws Exception {
                                // 1.判断是否存在vc对应的key
                                Integer vc = value.getVc();
                                if (vcCountMapState.contains(vc)) {
                                    // 1.1 如果包含这个vc的key，直接对value+1
                                    Integer count = vcCountMapState.get(vc);
                                    vcCountMapState.put(vc, ++count);
                                } else {
                                    // 1.2 如果不包含这个vc的key，初始化put进去
                                    vcCountMapState.put(vc, 1);
                                }

                                // 2.遍历Map状态，输出每个k-v的值
                                StringBuilder outStr = new StringBuilder();
                                outStr.append("======================================\n");
                                outStr.append("传感器id为" + value.getId() + "\n");
                                for (Map.Entry<Integer, Integer> vcCount : vcCountMapState.entries()) {
                                    outStr.append(vcCount.toString() + "\n");
                                }
                                outStr.append("======================================\n");

                                out.collect(outStr.toString());

//                                vcCountMapState.get();          // 对本组的Map状态，根据key，获取value
//                                vcCountMapState.contains();     // 对本组的Map状态，判断key是否存在
//                                vcCountMapState.put(, );        // 对本组的Map状态，添加一个 键值对
//                                vcCountMapState.putAll();  // 对本组的Map状态，添加多个 键值对
//                                vcCountMapState.entries();      // 对本组的Map状态，获取所有键值对
//                                vcCountMapState.keys();         // 对本组的Map状态，获取所有键
//                                vcCountMapState.values();       // 对本组的Map状态，获取所有值
//                                vcCountMapState.remove();   // 对本组的Map状态，根据指定key，移除键值对
//                                vcCountMapState.isEmpty();      // 对本组的Map状态，判断是否为空
//                                vcCountMapState.iterator();     // 对本组的Map状态，获取迭代器
//                                vcCountMapState.clear();        // 对本组的Map状态，清空
                            }
                        }
                )
                .print();

        env.execute();
    }
}