• 物联网:SpringBoot 集成Websocket 前后端客户端 及 mqtt 实现设备联动


    项目背景:

    实现人离开房间超过一定时间,自动关闭空调联动控制功能。

    实现原理:

    通过客流密度摄像机监测客流人数变化,发送订阅消息到mqtt 消息服务器,WEB后台服务器订阅mqtt主题,接收客流密度摄像机发送的订阅消息后,处理订阅消息通过后台webSocket 客户端发送关闭空调的主题到webSocket 服务端,webSocket 中间件(C语言开发的)进而控制空调的关闭。

    需求分析:

    1.通过mqtt 订阅客流密度主题:topic/whg/areapeoplecount/publish/WHG37020001
    注: 此主题配置到 Spring properties 配置文件
    接收到客流密度设备推送的订阅消息。
    消息格式为:{
    organCode: ‘’,
    areaCode: ‘’,
    deviceCode: ‘’,
    insidePeopleNum: ‘’,
    dataTime: ‘’

    创建po:AutoColseAirPo 缓存到全局 Map 里面,开启线程定时轮训Map 里面设备是否超时,如果超时则执行关闭空调,从map里面删除该条记录;期间如果有人进入则刷新
    AutoColseAirPo{
    organCode: ‘’,
    areaCode: ‘’,
    deviceCode: ‘’,
    insidePeopleNum: ‘’,
    dataTime: ‘’,yyyy-MM-dd HH:mm:ss
    startTime: ‘’, yyyy-MM-dd HH:mm:ss
    expireTime: 20

    当收到客流消息判断:
    设备类型 type.equals(‘humanDensity’) && insidePeopleNum == 0 && currentDateTime-dataTime>20 时向webSocket 发布订阅消息控制空调关闭
    “CONFIG|”+code+“|”+value+“|END”

    创建关联表:ibs_linkagectrl_rel
    id ctrled_device_id(被控设备id) ctrl_device_code(客流密度设备code)
    自增主键 303 WHG37020001A0001
    CREATE TABLE ibs_linkagectrl_rel (
    id INT PRIMARY KEY AUTO_INCREMENT COMMENT ‘自增主键’,
    ctrled_device_id INT COMMENT ‘受控设备id’,
    ctrl_device_code VARCHAR(20) COMMENT ‘控制设备code’
    )COMMENT=‘设备联动关联表’
    INSERT INTO ibs_linkagectrl_rel(ctrled_device_id,ctrl_device_code)VALUES
    (303,‘WHG37020001A0001’)
    根据 客流密度消息返回的ctrl_code 查询出 ctrled_id ,再根据ctrled_id 查询出受控设备,再查询出受控设备的 code
    具体sql:
    SELECT * from ibs_item_parameter where item_id =‘303’ and parameter_type = QTSZ
    查询出: code = Channel131.Device0403.T008
    关闭空调: value = 0
    “CONFIG|Channel131.Device0403.T008|0|END”

    注: 空调设备类型:DLJNJ 客流密度设备类型:humanDensity

    代码实现:

    MqttConfig.java

    package com.wzw.config.mq;
    
    import com.wzw.common.util.StringUtil;
    import com.wzw.service.IbsAlarmRecordService;
    import org.eclipse.paho.client.mqttv3.MqttConnectOptions;
    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.beans.factory.annotation.Value;
    import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    import org.springframework.integration.annotation.ServiceActivator;
    import org.springframework.integration.channel.DirectChannel;
    import org.springframework.integration.core.MessageProducer;
    import org.springframework.integration.mqtt.core.DefaultMqttPahoClientFactory;
    import org.springframework.integration.mqtt.core.MqttPahoClientFactory;
    import org.springframework.integration.mqtt.inbound.MqttPahoMessageDrivenChannelAdapter;
    import org.springframework.integration.mqtt.outbound.MqttPahoMessageHandler;
    import org.springframework.integration.mqtt.support.DefaultPahoMessageConverter;
    import org.springframework.messaging.MessageChannel;
    import org.springframework.messaging.MessageHandler;
    
    import java.io.IOException;
    import java.net.InetSocketAddress;
    import java.net.Socket;
    
    @Configuration
    @ConditionalOnProperty(name = "spring.mqtt.enabled",havingValue = "true")
    public class MqttConfig {
        public static final Logger logger = LoggerFactory.getLogger(MqttConfig.class);
        public static final String PEOPLE_TOPIC="topic/whg/peoplecount/publish";
        public static final String ACS_RECORD_TOPIC="topic/whg/acs/record";
    
        @Value("${spring.mqtt.username}")
        private String username;
    
        @Value("${spring.mqtt.password}")
        private String password;
    
        @Value("${spring.mqtt.url}")
        private String[] hostUrl;
    
        @Value("${spring.mqtt.client.id}")
        private String clientId;
    
        @Value("${spring.mqtt.default.topic}")
        private String defaultTopic;
    
        @Value("${spring.mqtt.completionTimeout:5000}")
        private int completionTimeout;
    
        @Value("${spring.mqtt.keepAliveInterval:30000}")
        private int keepAliveInterval;
    
    
        @Value("${props.linkagectrl.mqtt.humanDensityTopic}")
        private String humanDensityTopic;
    
    	// 连接配置
        @Bean
        public MqttConnectOptions getMqttConnectOptions(){
            MqttConnectOptions mqttConnectOptions=new MqttConnectOptions();
            mqttConnectOptions.setUserName(username);
            mqttConnectOptions.setPassword(password.toCharArray());
            mqttConnectOptions.setServerURIs(hostUrl);
            mqttConnectOptions.setKeepAliveInterval(keepAliveInterval);
            //mqttConnectOptions.setMaxInflight(100); 当前版本不支持
            mqttConnectOptions.setMqttVersion(MqttConnectOptions.MQTT_VERSION_3_1_1);
            return mqttConnectOptions;
        }
    	
        @Bean
        public MqttPahoClientFactory mqttClientFactory() {
            //检测mqttserver连接可用性
            checkMqttServer();
            DefaultMqttPahoClientFactory factory = new DefaultMqttPahoClientFactory();
            factory.setConnectionOptions(getMqttConnectOptions());
            return factory;
        }
    	// 发送通道
        @Bean
        public MessageChannel mqttOutboundChannel() {
            return new DirectChannel();
        }
    
    
        //联动控制消息接收通道
        @Bean
        @ConditionalOnProperty(name = "props.linkagectrl.enabled",havingValue = "true")
        public MessageChannel mqttInputChannelForLinkageCtrl(){
            return new DirectChannel();
        }
    
        //检测MqttServer服务器连接可用性
        //解决artemis服务启动慢导致初始化时连接mqtt服务器失败问题
        private boolean checkMqttServer(){
            if(hostUrl==null||hostUrl.length<=0||hostUrl[0].equals("")){
                logger.error("mqtthostUrl is null or empty");
                return false;
            }
            String[]  temp= hostUrl[0].split(":");
            if(temp.length<3) return false;
            boolean res = false;
            for(int i=0;i<200;i++){
                Socket connect = new Socket();
                try {
                    connect.connect(new InetSocketAddress(temp[1].replaceAll("/", ""), Integer.parseInt(temp[2])),100);//建立连接
                    res = connect.isConnected();//通过现有方法查看连通状态
                    if(res){
                        logger.info("connect to artemis success!");
                        return res;
                    }else{
                        logger.error("connect to artemis failed!");//当连不通时,直接抛异常,异常捕获即可
                    }
                } catch (IOException e) {
                    logger.error("connect to artemis failed! "+e.getMessage());//当连不通时,直接抛异常,异常捕获即可
                }finally{
                    try {
                        connect.close();
                        connect=null;
                    } catch (IOException e) {
                        logger.error("close connect to artemis failed! "+e.getMessage());
                    }
                }
                try {
                    Thread.sleep(1000);
                } catch (InterruptedException e) {
                }
            }
            return false;
        }
    
    	//发送通道处理类
        @Bean
        @ServiceActivator(inputChannel = "mqttOutboundChannel")
        public MessageHandler mqttOutbound() {
            MqttPahoMessageHandler messageHandler =  new MqttPahoMessageHandler(clientId+"out_"+ StringUtil.getUUID_8(), mqttClientFactory());
            messageHandler.setAsync(true);
            messageHandler.setDefaultTopic(defaultTopic);
            messageHandler.setDefaultQos(0);
            return messageHandler;
        }
    
    
    
    	//消息生产者,MqttPahoMessageDrivenChannelAdapter适配器配置接收mqtt 服务器相应主题的消息、设置Qos、接收通道等
        @Bean
        @ConditionalOnProperty(name = "props.linkagectrl.enabled",havingValue = "true")
        public MessageProducer mqttInboundForLinkageCtrl(){
            MqttPahoMessageDrivenChannelAdapter adapter = new MqttPahoMessageDrivenChannelAdapter(clientId+"LinkageCtrl_in_"+StringUtil.getUUID_8(),mqttClientFactory(),humanDensityTopic+"/+");
            adapter.setCompletionTimeout(completionTimeout);
            adapter.setConverter(new DefaultPahoMessageConverter());
            adapter.setQos(2);
            adapter.setOutputChannel(mqttInputChannelForLinkageCtrl());
            return adapter;
        }
    
    	// 自定义配置消息处理类,主要业务逻辑在MqttLinkageCtrlMessageHandler 类
        @Bean
        @ServiceActivator(inputChannel = "mqttInputChannelForLinkageCtrl")
        @ConditionalOnProperty(name = "props.linkagectrl.enabled",havingValue = "true")
        public MessageHandler mqttOutLinkageCtrl(){
            MqttLinkageCtrlMessageHandler linkageCtrlMessageHandler = new MqttLinkageCtrlMessageHandler();
            linkageCtrlMessageHandler.setHumanDensityTopic(this.humanDensityTopic);
            return linkageCtrlMessageHandler;
        }
    
        public String getBranchMsgTopic() {
            return branchMsgTopic;
        }
        public String getControlMsgTopic() {
            return controlMsgTopic;
        }
        public String getWarnMsgTopic() {
            return warnMsgTopic;
        }
        public String getUsername() {
            return username;
        }
        public String getPassword() {
            return password;
        }
        public String[] getHostUrl() {
            return hostUrl;
        }
    
    
    }
    
    
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    application.properties

    # 客流密度联动控制空调设备配置
    props.linkagectrl.enabled=true
    props.linkagectrl.air.expireTime=600000
    props.linkagectrl.wsServerUrl=ws://127.0.0.1:8082/webSocket
    props.linkagectrl.mqtt.humanDensityTopic=topic/whg/areapeoplecount/publish
    
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    MqttLinkageCtrlMessageHandler.java

    package com.wzw.config.mq;
    
    import com.google.gson.JsonObject;
    import com.google.gson.JsonParser;
    import com.wzw.common.po.AutoCloseAirPo;
    import com.wzw.common.po.AutoCloseAirPoFactory;
    import com.wzw.service.IbsItemService;
    import com.wzw.vo.IbsItemVO;
    import lombok.extern.slf4j.Slf4j;
    import org.java_websocket.WebSocket;
    import org.java_websocket.client.WebSocketClient;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.messaging.Message;
    import org.springframework.messaging.MessageHandler;
    import org.springframework.messaging.MessagingException;
    
    import javax.annotation.PostConstruct;
    import javax.annotation.PreDestroy;
    import java.time.LocalDateTime;
    import java.util.List;
    import java.util.Map;
    import java.util.Timer;
    import java.util.TimerTask;
    import java.util.concurrent.*;
    import java.util.concurrent.locks.Lock;
    import java.util.concurrent.locks.ReentrantLock;
    
    /**
     * @description: mqtt 联动处理类
     * @author:houqd
     * @time: 2022/6/23 11:31
     */
    @Slf4j
    public class MqttLinkageCtrlMessageHandler implements MessageHandler {
    
        private static final String HUMAN_DENSITY_DEVICE_TYPE = "humanDensity";
        private static Map<String, Object> cache = new ConcurrentHashMap<>();
        private final Lock lock = new ReentrantLock();
        private String humanDensityTopic;
        @Autowired
        private IbsItemService ibsItemService;
        private ExecutorService executorService;
        private ScheduledExecutorService scheduledExecutorService;
        @Autowired
        private AutoCloseAirPoFactory autoCloseAirPoFactory;
        @Autowired
        private WebSocketClient webSocketClient;
        private volatile boolean isOpen = false;
        private Timer timer ;
    
        @PostConstruct
        public void init() {
            if (null == executorService) {
                executorService = new ThreadPoolExecutor(5,5,60L,TimeUnit.SECONDS,new ArrayBlockingQueue<>(100),new ThreadPoolExecutor.AbortPolicy());
    //            executorService = Executors.newFixedThreadPool(5);
            }
            if (null == scheduledExecutorService) {
                scheduledExecutorService = Executors.newScheduledThreadPool(5);
            }
            isOpen = webSocketClient.isOpen();
            if (!isOpen){
                reconnet();
            }
            while (isOpen){
                closeAir();
                break;
            }
        }
        public synchronized void  reconnet(){
            if (webSocketClient!=null&&!webSocketClient.isOpen()){
                timer = new Timer();
                timer.scheduleAtFixedRate(new TimerTask() {
                    @Override
                    public void run() {
                        if (webSocketClient.getReadyState().equals(WebSocket.READYSTATE.NOT_YET_CONNECTED)){
                            try {
                                 isOpen = webSocketClient.connectBlocking();
                                 if (isOpen){
                                     closeAir();
                                     timer.cancel();
                                     timer=null;
                                 }
                            } catch (InterruptedException e) {
                                e.printStackTrace();
                            }
                        }else if (webSocketClient.getReadyState().equals(WebSocket.READYSTATE.CLOSING)||webSocketClient.getReadyState().equals(WebSocket.READYSTATE.CLOSED)){
                            try {
                                 isOpen = webSocketClient.reconnectBlocking();
                                 if (isOpen){
                                     closeAir();
                                     timer.cancel();
                                     timer = null;
                                 }
                            } catch (InterruptedException e) {
                                e.printStackTrace();
                            }
    
                        }
    
                    }
                },0,1);
            }
    
        }
    
        @PreDestroy
        public void destroy() {
            if (null != executorService) {
                executorService = null;
            }
            if (null != scheduledExecutorService) {
                scheduledExecutorService = null;
            }
    
        }
    
        // 执行关闭空调指令
        private void closeAir() {
            scheduledExecutorService.scheduleAtFixedRate(new Runnable() {
                @Override
                public void run() {
                    if (cache.size() > 0) {
                        try {
                            lock.lock();
                            for (Map.Entry<String, Object> entry : cache.entrySet()) {
                                String key = entry.getKey();
                                AutoCloseAirPo airPo = (AutoCloseAirPo) entry.getValue();
                                LocalDateTime startTime = airPo.getStartTime();//上次人离开房间时间
                                LocalDateTime now = LocalDateTime.now();// 当前时间
                                // TODO isAfter 测试,正式需要修改为isBefore
                                if (startTime.plusSeconds(airPo.getExpireTime()).isBefore(now)) {// 如果超过超期时间则执行空调关闭
                                    List<Map<Long, String>> closeCmdList = airPo.getCloseCmdList();
                                    for (Map<Long, String> map : closeCmdList) {
                                        for (Map.Entry entry1 : map.entrySet()) {
                                            String closeCmd = (String) entry1.getValue();
                                            // 向webscoket 中间件发送关闭空调指令
                                            webSocketClient.send(closeCmd);
                                            log.info("-------[发送联动控制指令成功:"+closeCmd+"]");
                                            cache.remove(key);
                                        }
                                    }
                                }
    
                            }
                        } catch (Exception e) {
                            e.printStackTrace();
                        } finally {
                            lock.unlock();
                        }
    
                    }
    
                }
            }, 5, 10, TimeUnit.SECONDS);
        }
    
        @Override
        public void handleMessage(Message<?> message) throws MessagingException {
            //springBoot2.0 中 此处为 mqtt_receivedTopic 。这个问题卡了好久。
            String topic = message.getHeaders().get("mqtt_topic").toString();
            if (topic.startsWith(humanDensityTopic)) {
                dealCtrlAirClose(message);
            }
        }
    
        /**
         * 根据客流密度控制空调关闭
         * 接收到客流密度设备推送的订阅消息。
         * 消息格式为:{
         * organCode: ‘’,
         * areaCode: ‘’,
         * deviceCode: ‘’,
         * insidePeopleNum: ‘’,
         * dataTime: ‘’
         * }
         *
         * @param message
         */
        private void dealCtrlAirClose(Message<?> message) {
            executorService.execute(new Runnable() {
                @Override
                public void run() {
                    JsonObject jsonObject = JsonParser.parseString(message.getPayload().toString()).getAsJsonObject();
                    String deviceCode = jsonObject.get("deviceCode").getAsString();// 客流密度设备编码
                    int insidePeopleNum = jsonObject.get("insidePeopleNum").getAsInt();// 客流人数
                    IbsItemVO ctrlDevice = ibsItemService.getIbsItemByCode(deviceCode);
                    // 客流密度摄像头监测到人数为零时向缓存添加
                    if (null != ctrlDevice && HUMAN_DENSITY_DEVICE_TYPE.equals(ctrlDevice.getType())) {
                        // TODO 测试用 insidePeopleNum > 0, 正式环境改为 =0
                        if (insidePeopleNum == 0) { // 人离开事件
                            AutoCloseAirPo oldAirPo = (AutoCloseAirPo) cache.get(deviceCode);
                            if (null == oldAirPo) {
                                AutoCloseAirPo autoCloseAirPo = autoCloseAirPoFactory.build(jsonObject, ctrlDevice);
                                cache.put(autoCloseAirPo.getCtrlDeviceCode(), autoCloseAirPo);
                            } else {
                                //TODO 刷新缓存
                                oldAirPo.setStartTime(LocalDateTime.now());
                            }
    
                        } else {// 人进入事件
                            AutoCloseAirPo oldAirPo = (AutoCloseAirPo) cache.get(deviceCode);
                            if (null != oldAirPo) {
                                //TODO 刷新缓存
                                oldAirPo.setStartTime(LocalDateTime.now());
                            }
                        }
    
                    }
                }
            });
    
        }
    
        public String getHumanDensityTopic() {
            return humanDensityTopic;
        }
    
        public void setHumanDensityTopic(String humanDensityTopic) {
            this.humanDensityTopic = humanDensityTopic;
        }
    }
    
    
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    MqttSenderTool.java
    发送消息到mqtt 工具类

    package com.wzw.config.mq;
    
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.beans.factory.annotation.Value;
    import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
    import org.springframework.stereotype.Component;
    
    @Component
    public class MqttSenderTool {
    
        @Autowired
        private MqttGateway mqttGateway;
    
        @Value("${spring.mqtt.controlMsgTopic:/topic/controlMsg/smartLight}")
        private String controlMsgTopic;
    
        @Value("${spring.mqtt.warnMsgTopic:/topic/warnMsg/smartLight}")
        private String warnMsgTopic;
    
        public String sendControlMsg(String sendData){
            mqttGateway.sendToMqtt(controlMsgTopic, 2, sendData);
            return "OK";
        }
    
        public String sendWarnMsg(String sendData){
            mqttGateway.sendToMqtt(warnMsgTopic, 1, sendData);
            return "OK";
        }
    
    }
    
    
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    SpringBoot 后台 实现WebSocketClient 配置
    pom.xml 里

    <!--websocket 后台客户端-->
          <dependency>
            <groupId>org.java-websocket</groupId>
            <artifactId>Java-WebSocket</artifactId>
            <version>1.3.8</version>
          </dependency>
    
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    WebSocketConfig.java

    package com.wzw.config;
    
    import lombok.extern.slf4j.Slf4j;
    import org.java_websocket.client.WebSocketClient;
    import org.java_websocket.drafts.Draft_6455;
    import org.java_websocket.handshake.ServerHandshake;
    import org.springframework.beans.factory.annotation.Value;
    import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    import org.springframework.context.annotation.Profile;
    import org.springframework.web.socket.server.standard.ServerEndpointExporter;
    
    import java.net.URI;
    
    @Slf4j
    @Configuration
    public class WebSocketConfig {
    
        @Value("${props.linkagectrl.wsServerUrl}")
        private String wsServerUrl;
    
    
        /**
         *  注入ServerEndpointExporter,
         *  这个bean会自动注册使用了@ServerEndpoint注解声明的Websocket endpoint
         *
         *  开发环境使用时才有效,方便调试,运行环境使用tomcat部署时,不需要在此处注册
         */
        @Profile({"dev", "test","dev2","local"})
        @Bean
        public ServerEndpointExporter serverEndpointExporter(){
            return new ServerEndpointExporter();
        }
    
        @Bean
        @ConditionalOnProperty(name = "props.linkagectrl.enabled",havingValue = "true")
        public WebSocketClient webSocketClient() {
            try {
                WebSocketClient webSocketClient = new WebSocketClient(new URI(wsServerUrl),new Draft_6455()) {
                    @Override
                    public void onOpen(ServerHandshake handshakedata) {
                        log.info("[websocket] 连接成功");
                    }
    
                    @Override
                    public void onMessage(String message) {
                        log.info("[websocket] 收到消息={}",message);
    
                    }
    
                    @Override
                    public void onClose(int code, String reason, boolean remote) {
                        log.info("[websocket] 退出连接");
                    }
    
                    @Override
                    public void onError(Exception ex) {
                        log.info("[websocket] 连接错误={}",ex.getMessage());
                    }
                };
                webSocketClient.connect();
    //            webSocketClient.setConnectionLostTimeout(-1);// 停止心跳检查
                return webSocketClient;
            } catch (Exception e) {
                e.printStackTrace();
            }
            return null;
        }
    
    
    }
    
    
    
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    TestWebSocketClientController.java 测试类

    package com.wzw.controller;
    
    import com.wzw.config.annotation.IgnoreAuth;
    import org.java_websocket.client.WebSocketClient;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
    import org.springframework.web.bind.annotation.RequestMapping;
    import org.springframework.web.bind.annotation.RestController;
    
    import java.util.concurrent.Executors;
    import java.util.concurrent.ScheduledExecutorService;
    
    /**
     * @description:
     * @author:houqd
     * @time: 2022/6/22 10:43
     */
    @RestController
    @RequestMapping("/webSocketClient")
    @ConditionalOnProperty(name = "props.linkagectrl.enabled",havingValue = "true")
    public class TestWebSocketClientController {
        @Autowired
        private WebSocketClient webSocketClient;
        private ScheduledExecutorService scheduledExecutorService = Executors.newScheduledThreadPool(5);
    
        private boolean flag = false;
        @RequestMapping("/send")
        @IgnoreAuth
        public String send(){
            webSocketClient.send("dechnicWebSocketClient 发送订阅信息成功!");
            return "发送订阅成功";
    
        }
    }
    
    
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    SpringBoot webSocketServer 配置

    package com.example.demo.config;
    
    import lombok.extern.slf4j.Slf4j;
    import org.springframework.stereotype.Component;
    
    import javax.websocket.*;
    import javax.websocket.server.ServerEndpoint;
    import java.util.concurrent.CopyOnWriteArrayList;
    
    /**
     * @description:
     * @author:houqd
     * @time: 2022/6/22 15:07
     */
    @Slf4j
    @Component
    @ServerEndpoint("/webSocket")
    public class WebSocketServer {
        private static CopyOnWriteArrayList<WebSocketServer> list = new CopyOnWriteArrayList<>();
        @OnOpen
        public void onOpen(Session session) {
            log.info("【websocket消息推送模块】客户端已连接!sessionID={}",session.getId());
        }
        @OnClose
        public void onClose(Session session) {
            log.info("【websocket消息推送模块】断开连接---- sessionID={}",session.getId());
            list.remove(this);
        }
        @OnError
        public void onError(Throwable error){
            log.info("ws连接出错:{}", error.getMessage());
            error.printStackTrace();
    
        }
        @OnMessage
        public void onMessage(Session session, String message) {
            //前端心跳检测
            log.debug("WebSocketServer onMessage: sessionID={}, message={}, ", session.getId(), message);
        }
    }
    
    
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    测试:

    在这里插入图片描述

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  • 原文地址:https://blog.csdn.net/u014212540/article/details/125447856