当前位置:   article > 正文

Vert.x框架实现MQTT服务,代码实现及其详解_vertx mqtt

vertx mqtt

简单的总结

先做一个简单的近日总结吧
最近在学习怎么用vertx框架实现一个mqtt服务和物联网平台进一步的搭建
这两天又折腾了笔记软件,想从语雀迁到obsidian,也花了不少时间,想着最近都没怎么写过博客,就写一写自己这几天学习vertx框架实现mqtt服务的收获和学习到东西

Vert.x MQTT

MQTT是基于发布/订阅(publish/subscribe)模式的”轻量级“通信协议,该协议构建于TCP/IP协议之上,由于其低开销,低带宽占用的特点,非常适合在物联网设备通信方面使用。
关于MQTT相关的基础知识我不再赘述,如果还不清楚的同学可以看看这个文档,快速了解一下相关知识。MQTT 协议入门:基础知识和快速教程

而Vert.x MQTT是一个使用Vert.x实现MQTT协议中客户端与服务端的组件,里边有一些基础的api,可以利用api写出自己想要的服务。以下是其官方文档,可以参考一下,虽然是汉化过的文档,但是我看的过程还是比较困难,可能是作者太菜了。Vert.x MQTT

这里我只用了Vertx MQTT的服务端组件实现了MQTT服务,客户端部分采用了MQTTX创建虚拟设备。MQTTX是一款客户端工具,可以用于创建虚拟设备快速进行测试,MQTT 客户端工具演示 | EMQX 文档

代码实现

先分方法放出来,最后再放完整代码

start()方法

代码的入口,创建了一个MQTT服务器并进行了监听。在接收到来自客户端的连接请求时,会调用不同的处理方法来处理订阅、退订、收到消息和断开连接等操作。

  @Override
  public void start() throws Exception {

    MqttServer mqttServer = MqttServer.create(vertx);

    topicSubscribers = new HashMap<>();
    subscriptions=new HashMap<>();

    mqttServer.endpointHandler(endpoint -> {
      //使用lambda表达式实现了endpointHandler方法,传入参数endpoint;

      System.out.println("MQTT client [" + endpoint.clientIdentifier() + "] request to connect, clean session = " + endpoint.isCleanSession());
      if (endpoint.auth() != null) {
        System.out.println("[username = " + endpoint.auth().getUsername() + ", password = " + endpoint.auth().getPassword() + "]");
      }
      System.out.println("[properties = " + endpoint.connectProperties() + "]");

      // accept connection from the remote client
      endpoint.accept(false);

      SubscribeHandle(endpoint);
      UnSubscribeHandle(endpoint);
      ReceiveHandle(endpoint);
      DisConnectHandle(endpoint);

    });

    mqttServer.listen(ar -> {
      if (ar.succeeded()) {
        System.out.println("MQTT server is listening on port " + ar.result().actualPort());
      } else {
        System.out.println("Error on starting the server");
        ar.cause().printStackTrace();
      }
    });
  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33
  • 34
  • 35
  • 36

DisConnectHandle方法

用于处理设备断开连接的情况。当设备发送断开连接消息时,会从订阅关系列表中删除该设备,并从订阅列表中删除该设备的所有订阅。

  private void DisConnectHandle(MqttEndpoint endpoint) {
    endpoint.disconnectMessageHandler(disconnectMessage -> {
      System.out.println("Received disconnect from client, reason code = " + disconnectMessage.code());
      System.out.println("Client "+endpoint.auth().getUsername()+"disconnect with");
      //对两个映射订阅关系的列表进行更新
      for (String topic:subscriptions.get(endpoint)){
        topicSubscribers.get(topic).remove(endpoint);
        System.out.println("["+topic+"]");
      }
      subscriptions.remove(endpoint);

    });
  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13

SubscribeHandle方法

用于处理订阅消息。当设备发送订阅消息时,会检查订阅的主题是否合法。如果主题合法,则将设备添加到订阅关系列表和订阅列表中,并向设备发送订阅确认消息。

    private void SubscribeHandle(MqttEndpoint endpoint) {

    endpoint.subscribeHandler(subscribe -> {
      Boolean IsValidTopic=false;

      //存储订阅消息中要订阅的topic的列表
      List<MqttTopicSubscription> topicSubscriptions = subscribe.topicSubscriptions();

      //存储订阅topic Qos级别的列表
      List<MqttSubAckReasonCode> reasonCodes = new ArrayList<>();


      //遍历列表
      for (MqttTopicSubscription s : topicSubscriptions) {
        //topic
        String topic = s.topicName();
        //Qos级别
        MqttQoS qos = s.qualityOfService();

        //判断topic是否合法
        if (!isValidTopic(topic)){
          //不合法则向设备发送消息
          endpoint.publish(topic, Buffer.buffer("非法topic,topic不可包含空格"), qos, false, false);
          continue;
        }else {
          IsValidTopic=true;
        }


        System.out.println("Subscription for " + topic + " with QoS " + qos);
        reasonCodes.add(MqttSubAckReasonCode.qosGranted(qos));
        //判断是否已有此topic,如果有则直接添加,没有则新建键值对
        if (!topicSubscribers.containsKey(topic)) {
          topicSubscribers.put(topic, new ArrayList<MqttEndpoint>());
        }
        topicSubscribers.get(topic).add(endpoint);
        //同上
        if (!subscriptions.containsKey(endpoint)) {
          subscriptions.put(endpoint, new ArrayList<String>());
        }
        subscriptions.get(endpoint).add(topic);
      }

      if(IsValidTopic){
        endpoint.subscribeAcknowledge(subscribe.messageId(), reasonCodes, MqttProperties.NO_PROPERTIES);
      }
    });

  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33
  • 34
  • 35
  • 36
  • 37
  • 38
  • 39
  • 40
  • 41
  • 42
  • 43
  • 44
  • 45
  • 46
  • 47
  • 48
  • 49

UnSubscribeHandle方法

用于处理退订消息。当设备发送退订消息时,会从订阅关系列表中删除该设备,并检查是否需要删除订阅列表中的主题。

private void UnSubscribeHandle(MqttEndpoint endpoint) {
    endpoint.unsubscribeHandler(unsubscribe -> {
      //遍历要退订的topic
      for (String unsubscribedTopic : unsubscribe.topics()) {

        topicSubscribers.get(unsubscribedTopic).remove(endpoint);

        //如果某topic的订阅列表为空,删除topic
        if (topicSubscribers.get(unsubscribedTopic).size() == 0) {
          topicSubscribers.remove(unsubscribedTopic);
        }

        subscriptions.get(endpoint).remove(unsubscribedTopic);

        //同上
        if (subscriptions.get(endpoint).size()==0){
          subscriptions.remove(endpoint);
        }

        System.out.println("unsubscribed :" + endpoint.auth().getUsername() + "for" + unsubscribedTopic);
      }
      endpoint.unsubscribeAcknowledge(unsubscribe.messageId());
    });
  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24

ReceiveHandle方法

用于处理收到的消息。当设备发布消息时,会检查发布的主题是否合法。如果主题合法,则遍历订阅关系列表,将消息发布给订阅了匹配主题的设备。

private void ReceiveHandle(MqttEndpoint endpoint) {
    endpoint.publishHandler(publish -> {

      String topic = publish.topicName();
      Buffer payload = publish.payload();

      //对topic的合法性进行判断
      if (!isValidTopic(topic)){
        endpoint.publish(topic, Buffer.buffer("非法topic,topic不可包含空格"), MqttQoS.AT_MOST_ONCE, false, false);
        return;
      }


      //记录日志接收到设备发布的消息
      System.out.println("Received message [" + publish.payload().toString(Charset.defaultCharset()) + "] with QoS [" + publish.qosLevel() + "]");

      if (publish.qosLevel() == MqttQoS.AT_LEAST_ONCE) {
        endpoint.publishAcknowledge(publish.messageId());
      } else if (publish.qosLevel() == MqttQoS.EXACTLY_ONCE) {
        endpoint.publishReceived(publish.messageId());
      }

      //遍历订阅关系,进行消息发布
      for (Map.Entry<String, List<MqttEndpoint>> entry : topicSubscribers.entrySet()) {
        String subscribedTopic = entry.getKey();
        //被订阅的topic
        List<MqttEndpoint> subscribers = entry.getValue();
        //订阅上方topic的订阅者

        //判断消息发布的topic是否能和被设备订阅的topic按照规则匹配
        if (isTopicMatch(subscribedTopic, topic)) {
          //若匹配,则遍历topic订阅者列表,并进行消息发布
          for (MqttEndpoint subscriber : subscribers) {
            subscriber.publish(topic, payload, publish.qosLevel(), publish.isDup(), publish.isRetain());
          }
        }
      }
    });
    endpoint.publishAcknowledgeHandler(messageId -> {
      System.out.println("received ack for message =" + messageId);
    }).publishReceivedHandler(messageId -> {
      endpoint.publishRelease(messageId);
    }).publishCompletionHandler(messageId -> {
      System.out.println("Received ack for message =" + messageId);
    });
    endpoint.publishReleaseHandler(endpoint::publishComplete);
  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33
  • 34
  • 35
  • 36
  • 37
  • 38
  • 39
  • 40
  • 41
  • 42
  • 43
  • 44
  • 45
  • 46
  • 47

isTopicMatch方法

用于判断订阅的主题和发布的主题是否匹配。它会将主题按照"/“进行分割,并进行逐层匹配,支持通配符”+“和”#"。

private boolean isTopicMatch(String subscribedTopic, String publishedTopic) {
    String[] publishTopicArray = publishedTopic.split("/");
    String[] subscribedTopicArray = subscribedTopic.split("/");
    //将两个要比较的topic分割

    //订阅的topic长度不能比发布的topic长一个以上
    if (subscribedTopicArray.length - 1 > publishTopicArray.length) {
      return false;
    }

    //如果发布的topic长度比订阅的topic长度要长
    //并且订阅的topic最后不是以#结尾都返回false,因为这不可能
    if (subscribedTopicArray.length<publishTopicArray.length){
      if (!subscribedTopicArray[subscribedTopicArray.length-1].equals("#")){
        return false;
      }
    }

    //对两个topic进行比较
    for (int i = 0; i < publishTopicArray.length && i < subscribedTopicArray.length; i++) {
      //如果匹配成功或者匹配到了+,进行下一层匹配
      if (subscribedTopicArray[i].equals(publishTopicArray[i])||subscribedTopicArray[i].equals("+")){
        continue;
      }

      //如果匹配到了#,直接通过
      if (subscribedTopicArray[i].equals("#")) {
          break;
      }
      return false;
    }
    return true;
  }
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33

isValidTopic方法

用于判断主题是否合法。它会检查主题是否包含空格,并且要么以"/#“结尾,要么不包含”#"。

public boolean isValidTopic(String topic) {
    //topic 不能包含任何空格,并且要么以 /# 结尾,要么不包含 #
    return (!topic.matches(".*\\s+.*"))&&(topic.matches(".*(?:\\/#)?$"));
  }
  • 1
  • 2
  • 3
  • 4

完整代码

package com.yichen.starter;

import io.netty.handler.codec.mqtt.MqttProperties;
import io.netty.handler.codec.mqtt.MqttQoS;
import io.vertx.core.AbstractVerticle;
import io.vertx.core.buffer.Buffer;
import io.vertx.mqtt.MqttEndpoint;
import io.vertx.mqtt.MqttServer;
import io.vertx.mqtt.MqttTopicSubscription;
import io.vertx.mqtt.messages.codes.MqttSubAckReasonCode;

import java.nio.charset.Charset;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

/*
* 缺少
* */
public class MqttVertical extends AbstractVerticle {
  private static Map<String, List<MqttEndpoint>> topicSubscribers;
  //存储每个topic的订阅关系
  private static Map<MqttEndpoint, List<String>> subscriptions;
  //存储每个设备订阅的topic

  @Override
  public void start() throws Exception {

    MqttServer mqttServer = MqttServer.create(vertx);

    topicSubscribers = new HashMap<>();
    subscriptions=new HashMap<>();

    mqttServer.endpointHandler(endpoint -> {
      //使用lambda表达式实现了endpointHandler方法,传入参数endpoint;

      System.out.println("MQTT client [" + endpoint.clientIdentifier() + "] request to connect, clean session = " + endpoint.isCleanSession());
      if (endpoint.auth() != null) {
        System.out.println("[username = " + endpoint.auth().getUsername() + ", password = " + endpoint.auth().getPassword() + "]");
      }
      System.out.println("[properties = " + endpoint.connectProperties() + "]");

      // accept connection from the remote client
      endpoint.accept(false);

      SubscribeHandle(endpoint);
      UnSubscribeHandle(endpoint);
      ReceiveHandle(endpoint);
      DisConnectHandle(endpoint);

    });

    mqttServer.listen(ar -> {
      if (ar.succeeded()) {
        System.out.println("MQTT server is listening on port " + ar.result().actualPort());
      } else {
        System.out.println("Error on starting the server");
        ar.cause().printStackTrace();
      }
    });
  }


  /*
  * 设备断开处理
  * */
  private void DisConnectHandle(MqttEndpoint endpoint) {
    endpoint.disconnectMessageHandler(disconnectMessage -> {
      System.out.println("Received disconnect from client, reason code = " + disconnectMessage.code());
      System.out.println("Client "+endpoint.auth().getUsername()+"disconnect with");
      //对两个映射订阅关系的列表进行更新
      for (String topic:subscriptions.get(endpoint)){
        topicSubscribers.get(topic).remove(endpoint);
        System.out.println("["+topic+"]");
      }
      subscriptions.remove(endpoint);

    });
  }

  /*
   *处理订阅消息
   * */
  private void SubscribeHandle(MqttEndpoint endpoint) {

    endpoint.subscribeHandler(subscribe -> {
      Boolean IsValidTopic=false;

      //存储订阅消息中要订阅的topic的列表
      List<MqttTopicSubscription> topicSubscriptions = subscribe.topicSubscriptions();

      //存储订阅topic Qos级别的列表
      List<MqttSubAckReasonCode> reasonCodes = new ArrayList<>();


      //遍历列表
      for (MqttTopicSubscription s : topicSubscriptions) {
        //topic
        String topic = s.topicName();
        //Qos级别
        MqttQoS qos = s.qualityOfService();

        //判断topic是否合法
        if (!isValidTopic(topic)){
          //不合法则向设备发送消息
          endpoint.publish(topic, Buffer.buffer("非法topic,topic不可包含空格"), qos, false, false);
          continue;
        }else {
          IsValidTopic=true;
        }


        System.out.println("Subscription for " + topic + " with QoS " + qos);
        reasonCodes.add(MqttSubAckReasonCode.qosGranted(qos));
        //判断是否已有此topic,如果有则直接添加,没有则新建键值对
        if (!topicSubscribers.containsKey(topic)) {
          topicSubscribers.put(topic, new ArrayList<MqttEndpoint>());
        }
        topicSubscribers.get(topic).add(endpoint);
        //同上
        if (!subscriptions.containsKey(endpoint)) {
          subscriptions.put(endpoint, new ArrayList<String>());
        }
        subscriptions.get(endpoint).add(topic);
      }

      if(IsValidTopic){
        endpoint.subscribeAcknowledge(subscribe.messageId(), reasonCodes, MqttProperties.NO_PROPERTIES);
      }
    });

  }

  /*
   * 处理退订
   * */
  private void UnSubscribeHandle(MqttEndpoint endpoint) {
    endpoint.unsubscribeHandler(unsubscribe -> {
      //遍历要退订的topic
      for (String unsubscribedTopic : unsubscribe.topics()) {

        topicSubscribers.get(unsubscribedTopic).remove(endpoint);

        //如果某topic的订阅列表为空,删除topic
        if (topicSubscribers.get(unsubscribedTopic).size() == 0) {
          topicSubscribers.remove(unsubscribedTopic);
        }

        subscriptions.get(endpoint).remove(unsubscribedTopic);

        //同上
        if (subscriptions.get(endpoint).size()==0){
          subscriptions.remove(endpoint);
        }

        System.out.println("unsubscribed :" + endpoint.auth().getUsername() + "for" + unsubscribedTopic);
      }
      endpoint.unsubscribeAcknowledge(unsubscribe.messageId());
    });
  }

  private void ReceiveHandle(MqttEndpoint endpoint) {
    endpoint.publishHandler(publish -> {

      String topic = publish.topicName();
      Buffer payload = publish.payload();

      //对topic的合法性进行判断
      if (!isValidTopic(topic)){
        endpoint.publish(topic, Buffer.buffer("非法topic,topic不可包含空格"), MqttQoS.AT_MOST_ONCE, false, false);
        return;
      }


      //记录日志接收到设备发布的消息
      System.out.println("Received message [" + publish.payload().toString(Charset.defaultCharset()) + "] with QoS [" + publish.qosLevel() + "]");

      if (publish.qosLevel() == MqttQoS.AT_LEAST_ONCE) {
        endpoint.publishAcknowledge(publish.messageId());
      } else if (publish.qosLevel() == MqttQoS.EXACTLY_ONCE) {
        endpoint.publishReceived(publish.messageId());
      }

      //遍历订阅关系,进行消息发布
      for (Map.Entry<String, List<MqttEndpoint>> entry : topicSubscribers.entrySet()) {
        String subscribedTopic = entry.getKey();
        //被订阅的topic
        List<MqttEndpoint> subscribers = entry.getValue();
        //订阅上方topic的订阅者

        //判断消息发布的topic是否能和被设备订阅的topic按照规则匹配
        if (isTopicMatch(subscribedTopic, topic)) {
          //若匹配,则遍历topic订阅者列表,并进行消息发布
          for (MqttEndpoint subscriber : subscribers) {
            subscriber.publish(topic, payload, publish.qosLevel(), publish.isDup(), publish.isRetain());
          }
        }
      }
    });
    endpoint.publishAcknowledgeHandler(messageId -> {
      System.out.println("received ack for message =" + messageId);
    }).publishReceivedHandler(messageId -> {
      endpoint.publishRelease(messageId);
    }).publishCompletionHandler(messageId -> {
      System.out.println("Received ack for message =" + messageId);
    });
    endpoint.publishReleaseHandler(endpoint::publishComplete);
  }
/*
* 判断topic是否匹配
* */
  private boolean isTopicMatch(String subscribedTopic, String publishedTopic) {
    String[] publishTopicArray = publishedTopic.split("/");
    String[] subscribedTopicArray = subscribedTopic.split("/");
    //将两个要比较的topic分割

    //订阅的topic长度不能比发布的topic长一个以上
    if (subscribedTopicArray.length - 1 > publishTopicArray.length) {
      return false;
    }

    //如果发布的topic长度比订阅的topic长度要长
    //并且订阅的topic最后不是以#结尾都返回false,因为这不可能
    if (subscribedTopicArray.length<publishTopicArray.length){
      if (!subscribedTopicArray[subscribedTopicArray.length-1].equals("#")){
        return false;
      }
    }

    //对两个topic进行比较
    for (int i = 0; i < publishTopicArray.length && i < subscribedTopicArray.length; i++) {
      //如果匹配成功或者匹配到了+,进行下一层匹配
      if (subscribedTopicArray[i].equals(publishTopicArray[i])||subscribedTopicArray[i].equals("+")){
        continue;
      }

      //如果匹配到了#,直接通过
      if (subscribedTopicArray[i].equals("#")) {
          break;
      }
      return false;
    }
    return true;
  }
  public boolean isValidTopic(String topic) {
    //topic 不能包含任何空格,并且要么以 /# 结尾,要么不包含 #
    return (!topic.matches(".*\\s+.*"))&&(topic.matches(".*(?:\\/#)?$"));
  }
}

  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15
  • 16
  • 17
  • 18
  • 19
  • 20
  • 21
  • 22
  • 23
  • 24
  • 25
  • 26
  • 27
  • 28
  • 29
  • 30
  • 31
  • 32
  • 33
  • 34
  • 35
  • 36
  • 37
  • 38
  • 39
  • 40
  • 41
  • 42
  • 43
  • 44
  • 45
  • 46
  • 47
  • 48
  • 49
  • 50
  • 51
  • 52
  • 53
  • 54
  • 55
  • 56
  • 57
  • 58
  • 59
  • 60
  • 61
  • 62
  • 63
  • 64
  • 65
  • 66
  • 67
  • 68
  • 69
  • 70
  • 71
  • 72
  • 73
  • 74
  • 75
  • 76
  • 77
  • 78
  • 79
  • 80
  • 81
  • 82
  • 83
  • 84
  • 85
  • 86
  • 87
  • 88
  • 89
  • 90
  • 91
  • 92
  • 93
  • 94
  • 95
  • 96
  • 97
  • 98
  • 99
  • 100
  • 101
  • 102
  • 103
  • 104
  • 105
  • 106
  • 107
  • 108
  • 109
  • 110
  • 111
  • 112
  • 113
  • 114
  • 115
  • 116
  • 117
  • 118
  • 119
  • 120
  • 121
  • 122
  • 123
  • 124
  • 125
  • 126
  • 127
  • 128
  • 129
  • 130
  • 131
  • 132
  • 133
  • 134
  • 135
  • 136
  • 137
  • 138
  • 139
  • 140
  • 141
  • 142
  • 143
  • 144
  • 145
  • 146
  • 147
  • 148
  • 149
  • 150
  • 151
  • 152
  • 153
  • 154
  • 155
  • 156
  • 157
  • 158
  • 159
  • 160
  • 161
  • 162
  • 163
  • 164
  • 165
  • 166
  • 167
  • 168
  • 169
  • 170
  • 171
  • 172
  • 173
  • 174
  • 175
  • 176
  • 177
  • 178
  • 179
  • 180
  • 181
  • 182
  • 183
  • 184
  • 185
  • 186
  • 187
  • 188
  • 189
  • 190
  • 191
  • 192
  • 193
  • 194
  • 195
  • 196
  • 197
  • 198
  • 199
  • 200
  • 201
  • 202
  • 203
  • 204
  • 205
  • 206
  • 207
  • 208
  • 209
  • 210
  • 211
  • 212
  • 213
  • 214
  • 215
  • 216
  • 217
  • 218
  • 219
  • 220
  • 221
  • 222
  • 223
  • 224
  • 225
  • 226
  • 227
  • 228
  • 229
  • 230
  • 231
  • 232
  • 233
  • 234
  • 235
  • 236
  • 237
  • 238
  • 239
  • 240
  • 241
  • 242
  • 243
  • 244
  • 245
  • 246
  • 247
  • 248
  • 249
  • 250
  • 251

最后

以上就是我的全部代码和相关内容解释,如果有疑问欢迎评论区交流,如果帮到你了可以点个赞

声明:本文内容由网友自发贡献,不代表【wpsshop博客】立场,版权归原作者所有,本站不承担相应法律责任。如您发现有侵权的内容,请联系我们。转载请注明出处:https://www.wpsshop.cn/w/喵喵爱编程/article/detail/786452
推荐阅读
相关标签
  

闽ICP备14008679号