How springboot integrates mqtt
springboot integrates mqtt
When setting up, if you are using a cluster, remember to open the following ports:
Okay, After successful construction, the next step is to connect our java program to mqtt. There are two ways (actually more than two) to connect.
One is to directly use the MQTT Java client library
2 Using spring integration mqtt
is also a recommended one, and it is what we focus on.
The first step is to add maven dependency
<dependency> <groupId>org.springframework.integration</groupId> <artifactId>spring-integration-mqtt</artifactId> <version>5.5.14</version> </dependency>
The second step is to add configuration
1 First write some basic configuration
mqtt: username: test # 账号 password: 123456 # 密码 host-url: tcp://127.0.0.1:1883 # mqtt连接tcp地址 in-client-id: ${random.value} # 随机值,使出入站 client ID 不同 out-client-id: ${random.value} client-id: ${random.int} # 客户端Id,不能相同,采用随机数 ${random.value} default-topic: test/#,topic/+/+/up # 默认主题 timeout: 60 # 超时时间 keepalive: 60 # 保持连接 clearSession: true # 清除会话(设置为false,断开连接,重连后使用原来的会话 保留订阅的主题,能接收离线期间的消息)
2. Then write a corresponding classMqttProperties
import org.springframework.beans.factory.annotation.Value; import org.springframework.stereotype.Component; /** * MqttProperties * * @author hengzi * @date 2022/8/23 */ @Component public class MqttProperties { /** * 用户名 */ @Value("${mqtt.username}") private String username; /** * 密码 */ @Value("${mqtt.password}") private String password; /** * 连接地址 */ @Value("${mqtt.host-url}") private String hostUrl; /** * 进-客户Id */ @Value("${mqtt.in-client-id}") private String inClientId; /** * 出-客户Id */ @Value("${mqtt.out-client-id}") private String outClientId; /** * 客户Id */ @Value("${mqtt.client-id}") private String clientId; /** * 默认连接话题 */ @Value("${mqtt.default-topic}") private String defaultTopic; /** * 超时时间 */ @Value("${mqtt.timeout}") private int timeout; /** * 保持连接数 */ @Value("${mqtt.keepalive}") private int keepalive; /**是否清除session*/ @Value("${mqtt.clearSession}") private boolean clearSession; // ...getter and setter }
The next step is to configure some messy things, here There are many conceptual things such as pipechannel
, adapteradapter
, inboundInbound
, outboundOutbound
, etc. It seems to be a very headache
Okay, let’s do it one by one.
First of all, connecting to mqtt requires a client, then we will open a client factory, which can produce many, many Client
@Bean public MqttPahoClientFactory mqttPahoClientFactory(){ DefaultMqttPahoClientFactory factory = new DefaultMqttPahoClientFactory(); MqttConnectOptions options = new MqttConnectOptions(); options.setServerURIs(mqttProperties.getHostUrl().split(",")); options.setUserName(mqttProperties.getUsername()); options.setPassword(mqttProperties.getPassword().toCharArray()); factory.setConnectionOptions(options); return factory; }
Then create two more tubes (channel
), one outbound and one inbound
//出站消息管道, @Bean public MessageChannel mqttOutboundChannel(){ return new DirectChannel(); } // 入站消息管道 @Bean public MessageChannel mqttInboundChannel(){ return new DirectChannel(); }
In order to make these tubes flow, an adapter is needed (adapter
)
// Mqtt 管道适配器 @Bean public MqttPahoMessageDrivenChannelAdapter adapter(MqttPahoClientFactory factory){ return new MqttPahoMessageDrivenChannelAdapter(mqttProperties.getInClientId(),factory,mqttProperties.getDefaultTopic().split(",")); }
Then define the message producer
// 消息生产者 @Bean public MessageProducer mqttInbound(MqttPahoMessageDrivenChannelAdapter adapter){ adapter.setCompletionTimeout(5000); adapter.setConverter(new DefaultPahoMessageConverter()); //入站投递的通道 adapter.setOutputChannel(mqttInboundChannel()); adapter.setQos(1); return adapter; }
Then where do we process the message when we receive it? The answer is here:
@Bean //使用ServiceActivator 指定接收消息的管道为 mqttInboundChannel,投递到mqttInboundChannel管道中的消息会被该方法接收并执行 @ServiceActivator(inputChannel = "mqttInboundChannel") public MessageHandler handleMessage() { // 这个 mqttMessageHandle 其实就是一个 MessageHandler 的实现类(这个类我放下面) return mqttMessageHandle; // 你也可以这样写 // return new MessageHandler() { // @Override // public void handleMessage(Message<?> message) throws MessagingException { // // do something // } // };
To Here we can actually receive messages from mqtt
Next, configure sending messages to mqtt
Configure the outbound processor
// 出站处理器 @Bean @ServiceActivator(inputChannel = "mqttOutboundChannel") public MessageHandler mqttOutbound(MqttPahoClientFactory factory){ MqttPahoMessageHandler handler = new MqttPahoMessageHandler(mqttProperties.getOutClientId(),factory); handler.setAsync(true); handler.setConverter(new DefaultPahoMessageConverter()); handler.setDefaultTopic(mqttProperties.getDefaultTopic().split(",")[0]); return handler; }
This outbound processor is in my It seems that I will let others (MqttPahoMessageHandler
) handle it, and I will not handle it. I only care about what I want to send. As for how to send it, MqttPahoMessageHandler
will complete it
Next we define an interface
import org.springframework.integration.annotation.MessagingGateway; import org.springframework.integration.mqtt.support.MqttHeaders; import org.springframework.messaging.handler.annotation.Header; import org.springframework.stereotype.Component; /** * MqttGateway * * @author hengzi * @date 2022/8/23 */ @Component @MessagingGateway(defaultRequestChannel = "mqttOutboundChannel") public interface MqttGateway { void sendToMqtt(@Header(MqttHeaders.TOPIC) String topic, String data); void sendToMqtt(@Header(MqttHeaders.TOPIC) String topic, @Header(MqttHeaders.QOS) Integer Qos, String data); }
We can directly call this interface to send data to mqtt
So far, the entire configuration file looks like this:
import org.eclipse.paho.client.mqttv3.MqttConnectOptions; import org.springframework.beans.factory.annotation.Autowired; 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.Message; import org.springframework.messaging.MessageChannel; import org.springframework.messaging.MessageHandler; import org.springframework.messaging.MessagingException; /** * MqttConfig * * @author hengzi * @date 2022/8/23 */ @Configuration public class MqttConfig { /** * 以下属性将在配置文件中读取 **/ @Autowired private MqttProperties mqttProperties; //Mqtt 客户端工厂 @Bean public MqttPahoClientFactory mqttPahoClientFactory(){ DefaultMqttPahoClientFactory factory = new DefaultMqttPahoClientFactory(); MqttConnectOptions options = new MqttConnectOptions(); options.setServerURIs(mqttProperties.getHostUrl().split(",")); options.setUserName(mqttProperties.getUsername()); options.setPassword(mqttProperties.getPassword().toCharArray()); factory.setConnectionOptions(options); return factory; } // Mqtt 管道适配器 @Bean public MqttPahoMessageDrivenChannelAdapter adapter(MqttPahoClientFactory factory){ return new MqttPahoMessageDrivenChannelAdapter(mqttProperties.getInClientId(),factory,mqttProperties.getDefaultTopic().split(",")); } // 消息生产者 @Bean public MessageProducer mqttInbound(MqttPahoMessageDrivenChannelAdapter adapter){ adapter.setCompletionTimeout(5000); adapter.setConverter(new DefaultPahoMessageConverter()); //入站投递的通道 adapter.setOutputChannel(mqttInboundChannel()); adapter.setQos(1); return adapter; } // 出站处理器 @Bean @ServiceActivator(inputChannel = "mqttOutboundChannel") public MessageHandler mqttOutbound(MqttPahoClientFactory factory){ MqttPahoMessageHandler handler = new MqttPahoMessageHandler(mqttProperties.getOutClientId(),factory); handler.setAsync(true); handler.setConverter(new DefaultPahoMessageConverter()); handler.setDefaultTopic(mqttProperties.getDefaultTopic().split(",")[0]); return handler; } @Bean //使用ServiceActivator 指定接收消息的管道为 mqttInboundChannel,投递到mqttInboundChannel管道中的消息会被该方法接收并执行 @ServiceActivator(inputChannel = "mqttInboundChannel") public MessageHandler handleMessage() { return mqttMessageHandle; } //出站消息管道, @Bean public MessageChannel mqttOutboundChannel(){ return new DirectChannel(); } // 入站消息管道 @Bean public MessageChannel mqttInboundChannel(){ return new DirectChannel(); } }
Processing The MqttMessageHandle
@Component public class MqttMessageHandle implements MessageHandler { @Override public void handleMessage(Message<?> message) throws MessagingException { } }
of the message. After further understanding, I found that there are areas that can be optimized. For example, there are many types of channels. The DirectChannel
used here is Spring Integration
The default message channel sends the message to a subscriber, and then blocks the sending until the message is received. The transmission methods are all synchronous and run by a thread.
Here we can change the inbound channel
to ExecutorChannel
A multi-threaded channel
@Bean public ThreadPoolTaskExecutor mqttThreadPoolTaskExecutor() { ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor(); // 最大可创建的线程数 int maxPoolSize = 200; executor.setMaxPoolSize(maxPoolSize); // 核心线程池大小 int corePoolSize = 50; executor.setCorePoolSize(corePoolSize); // 队列最大长度 int queueCapacity = 1000; executor.setQueueCapacity(queueCapacity); // 线程池维护线程所允许的空闲时间 int keepAliveSeconds = 300; executor.setKeepAliveSeconds(keepAliveSeconds); // 线程池对拒绝任务(无线程可用)的处理策略 executor.setRejectedExecutionHandler(new ThreadPoolExecutor.CallerRunsPolicy()); return executor; } // 入站消息管道 @Bean public MessageChannel mqttInboundChannel(){ // 用线程池 return new ExecutorChannel(mqttThreadPoolTaskExecutor()); }
can actually run here .
But this configuration is actually a bit too much and a bit messy, so I searched the official website and found a simpler configuration method called Java DSL
Let’s refer to it Official website, slightly modified, using DSL to configure:
import org.eclipse.paho.client.mqttv3.MqttConnectOptions; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.context.annotation.Bean; import org.springframework.context.annotation.Configuration; import org.springframework.integration.channel.ExecutorChannel; import org.springframework.integration.dsl.IntegrationFlow; import org.springframework.integration.dsl.IntegrationFlows; 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.scheduling.concurrent.ThreadPoolTaskExecutor; import java.util.concurrent.ThreadPoolExecutor; /** * MqttConfigV2 * * @author hengzi * @date 2022/8/24 */ @Configuration public class MqttConfigV2 { @Autowired private MqttProperties mqttProperties; @Autowired private MqttMessageHandle mqttMessageHandle; //Mqtt 客户端工厂 所有客户端从这里产生 @Bean public MqttPahoClientFactory mqttPahoClientFactory(){ DefaultMqttPahoClientFactory factory = new DefaultMqttPahoClientFactory(); MqttConnectOptions options = new MqttConnectOptions(); options.setServerURIs(mqttProperties.getHostUrl().split(",")); options.setUserName(mqttProperties.getUsername()); options.setPassword(mqttProperties.getPassword().toCharArray()); factory.setConnectionOptions(options); return factory; } // Mqtt 管道适配器 @Bean public MqttPahoMessageDrivenChannelAdapter adapter(MqttPahoClientFactory factory){ return new MqttPahoMessageDrivenChannelAdapter(mqttProperties.getInClientId(),factory,mqttProperties.getDefaultTopic().split(",")); } // 消息生产者 (接收,处理来自mqtt的消息) @Bean public IntegrationFlow mqttInbound(MqttPahoMessageDrivenChannelAdapter adapter) { adapter.setCompletionTimeout(5000); adapter.setQos(1); return IntegrationFlows.from( adapter) .channel(new ExecutorChannel(mqttThreadPoolTaskExecutor())) .handle(mqttMessageHandle) .get(); } @Bean public ThreadPoolTaskExecutor mqttThreadPoolTaskExecutor() { ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor(); // 最大可创建的线程数 int maxPoolSize = 200; executor.setMaxPoolSize(maxPoolSize); // 核心线程池大小 int corePoolSize = 50; executor.setCorePoolSize(corePoolSize); // 队列最大长度 int queueCapacity = 1000; executor.setQueueCapacity(queueCapacity); // 线程池维护线程所允许的空闲时间 int keepAliveSeconds = 300; executor.setKeepAliveSeconds(keepAliveSeconds); // 线程池对拒绝任务(无线程可用)的处理策略 executor.setRejectedExecutionHandler(new ThreadPoolExecutor.CallerRunsPolicy()); return executor; } // 出站处理器 (向 mqtt 发送消息) @Bean public IntegrationFlow mqttOutboundFlow(MqttPahoClientFactory factory) { MqttPahoMessageHandler handler = new MqttPahoMessageHandler(mqttProperties.getOutClientId(),factory); handler.setAsync(true); handler.setConverter(new DefaultPahoMessageConverter()); handler.setDefaultTopic(mqttProperties.getDefaultTopic().split(",")[0]); return IntegrationFlows.from( "mqttOutboundChannel").handle(handler).get(); } }
This looks really much simpler, and the head is not so big. If only I had known earlier.
Good The above is related to configuration. At this point, the integration of springboot and mqtt has actually been completed.
But in fact, I have always had an idea, that is, the messages we receive are all in handleMessage
It is executed in the method,
@Override public void handleMessage(Message<?> message) throws MessagingException { }
So I have an idea, can it be executed in different methods according to the topic I subscribe to? For this problem, you actually use if ... else. ..
can also be implemented, but obviously, if I subscribe to a lot of topics, it will be a headache to write.
There are two ideas for this problem, one is to add Spring Integration
's routingrouter
routes to different channel
according to different topics. I also know whether this can be achieved, so I won't discuss it here.
The second is, I don’t know how to change the name. I refer to the design of @Controller
of spring
, and let’s call it annotation mode.
As we all know, our interfaces all add the @Controller
annotation to the class, which means that the class is an http interface, and then add @RequestMapping
to the method to implement different url calls. Different methods.
Parameter design, we add @MqttService
to the class, which means that this class is a service class that specializes in processing mqtt messages
At the same time, add to the method of this class @MqttTopic
means that this topic is processed by this method.
OK, the theory is there, the next step is practice.
First define two annotations
import org.springframework.core.annotation.AliasFor; import org.springframework.stereotype.Component; import java.lang.annotation.*; @Documented @Target({ElementType.TYPE}) @Retention(RetentionPolicy.RUNTIME) @Component public @interface MqttService { @AliasFor( annotation = Component.class ) String value() default ""; }
Add@Component
Annotate spring and it will scan and register it in the IOC container
import java.lang.annotation.ElementType; import java.lang.annotation.Retention; import java.lang.annotation.RetentionPolicy; import java.lang.annotation.Target; @Target(ElementType.METHOD) @Retention(RetentionPolicy.RUNTIME) public @interface MqttTopic { /** * 主题名字 */ String value() default ""; }
Reference@RequestMapping
We should use it like this:
import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.messaging.Message; /** * MqttTopicHandle * * @author hengzi * @date 2022/8/24 */ @MqttService public class MqttTopicHandle { public static final Logger log = LoggerFactory.getLogger(MqttTopicHandle.class); // 这里的 # 号是通配符 @MqttTopic("test/#") public void test(Message<?> message){ log.info("test="+message.getPayload()); } // 这里的 + 号是通配符 @MqttTopic("topic/+/+/up") public void up(Message<?> message){ log.info("up="+message.getPayload()); } // 注意 你必须先订阅 @MqttTopic("topic/1/2/down") public void down(Message<?> message){ log.info("down="+message.getPayload()); } }
OK The next step is to implement such usage
analysis:
When we receive the message, we find all the messages with @MqttService
from the IOC container The annotated classes
then traverse these classes, find the method with @MqttTopic
, and then combine the value of the @MqttTopic
annotation with the received Compare the topics
If they are consistent, execute this method
Stop talking nonsense, just go to the code
import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.messaging.Message; import org.springframework.messaging.MessageHandler; import org.springframework.messaging.MessagingException; import org.springframework.stereotype.Component; import java.lang.reflect.InvocationTargetException; import java.lang.reflect.Method; import java.util.Map; /** * MessageHandleService * * @author hengzi * @date 2022/8/24 */ @Component public class MqttMessageHandle implements MessageHandler { public static final Logger log = LoggerFactory.getLogger(MqttMessageHandle.class); // 包含 @MqttService注解 的类(Component) public static Map<String, Object> mqttServices; /** * 所有mqtt到达的消息都会在这里处理 * 要注意这个方法是在线程池里面运行的 * @param message message */ @Override public void handleMessage(Message<?> message) throws MessagingException { getMqttTopicService(message); } public Map<String, Object> getMqttServices(){ if(mqttServices==null){ mqttServices = SpringUtils.getBeansByAnnotation(MqttService.class); } return mqttServices; } public void getMqttTopicService(Message<?> message){ // 在这里 我们根据不同的 主题 分发不同的消息 String receivedTopic = message.getHeaders().get("mqtt_receivedTopic",String.class); if(receivedTopic==null || "".equals(receivedTopic)){ return; } for(Map.Entry<String, Object> entry : getMqttServices().entrySet()){ // 把所有带有 @MqttService 的类遍历 Class<?> clazz = entry.getValue().getClass(); // 获取他所有方法 Method[] methods = clazz.getDeclaredMethods(); for ( Method method: methods ){ if (method.isAnnotationPresent(MqttTopic.class)){ // 如果这个方法有 这个注解 MqttTopic handleTopic = method.getAnnotation(MqttTopic.class); if(isMatch(receivedTopic,handleTopic.value())){ // 并且 这个 topic 匹配成功 try { method.invoke(SpringUtils.getBean(clazz),message); return; } catch (IllegalAccessException e) { e.printStackTrace(); log.error("代理炸了"); } catch (InvocationTargetException e) { log.error("执行 {} 方法出现错误",handleTopic.value(),e); } } } } } } /** * mqtt 订阅的主题与我实际的主题是否匹配 * @param topic 是实际的主题 * @param pattern 是我订阅的主题 可以是通配符模式 * @return 是否匹配 */ public static boolean isMatch(String topic, String pattern){ if((topic==null) || (pattern==null) ){ return false; } if(topic.equals(pattern)){ // 完全相等是肯定匹配的 return true; } if("#".equals(pattern)){ // # 号代表所有主题 肯定匹配的 return true; } String[] splitTopic = topic.split("/"); String[] splitPattern = pattern.split("/"); boolean match = true; // 如果包含 # 则只需要判断 # 前面的 for (int i = 0; i < splitPattern.length; i++) { if(!"#".equals(splitPattern[i])){ // 不是# 号 正常判断 if(i>=splitTopic.length){ // 此时长度不相等 不匹配 match = false; break; } if(!splitTopic[i].equals(splitPattern[i]) && !"+".equals(splitPattern[i])){ // 不相等 且不等于 + match = false; break; } } else { // 是# 号 肯定匹配的 break; } } return match; } }
Tool classSpringUtils
import org.springframework.aop.framework.AopContext; import org.springframework.beans.BeansException; import org.springframework.beans.factory.NoSuchBeanDefinitionException; import org.springframework.beans.factory.config.BeanFactoryPostProcessor; import org.springframework.beans.factory.config.ConfigurableListableBeanFactory; import org.springframework.context.ApplicationContext; import org.springframework.context.ApplicationContextAware; import org.springframework.stereotype.Component; import java.util.Map; /** * spring工具类 方便在非spring管理环境中获取bean * */ @Component public final class SpringUtils implements BeanFactoryPostProcessor, ApplicationContextAware { /** Spring应用上下文环境 */ private static ConfigurableListableBeanFactory beanFactory; private static ApplicationContext applicationContext; public static Map<String, Object> getBeansByAnnotation(Class clsName) throws BeansException{ return beanFactory.getBeansWithAnnotation(clsName); } @Override public void postProcessBeanFactory(ConfigurableListableBeanFactory beanFactory) throws BeansException { SpringUtils.beanFactory = beanFactory; } @Override public void setApplicationContext(ApplicationContext applicationContext) throws BeansException { SpringUtils.applicationContext = applicationContext; } /** * 获取对象 * * @param name * @return Object 一个以所给名字注册的bean的实例 * @throws org.springframework.beans.BeansException * */ @SuppressWarnings("unchecked") public static <T> T getBean(String name) throws BeansException { return (T) beanFactory.getBean(name); } /** * 获取类型为requiredType的对象 * * @param clz * @return * @throws org.springframework.beans.BeansException * */ public static <T> T getBean(Class<T> clz) throws BeansException { T result = (T) beanFactory.getBean(clz); return result; } /** * 如果BeanFactory包含一个与所给名称匹配的bean定义,则返回true * * @param name * @return boolean */ public static boolean containsBean(String name) { return beanFactory.containsBean(name); } /** * 判断以给定名字注册的bean定义是一个singleton还是一个prototype。 如果与给定名字相应的bean定义没有被找到,将会抛出一个异常(NoSuchBeanDefinitionException) * * @param name * @return boolean * @throws org.springframework.beans.factory.NoSuchBeanDefinitionException * */ public static boolean isSingleton(String name) throws NoSuchBeanDefinitionException { return beanFactory.isSingleton(name); } /** * @param name * @return Class 注册对象的类型 * @throws org.springframework.beans.factory.NoSuchBeanDefinitionException * */ public static Class<?> getType(String name) throws NoSuchBeanDefinitionException { return beanFactory.getType(name); } /** * 如果给定的bean名字在bean定义中有别名,则返回这些别名 * * @param name * @return * @throws org.springframework.beans.factory.NoSuchBeanDefinitionException * */ public static String[] getAliases(String name) throws NoSuchBeanDefinitionException { return beanFactory.getAliases(name); } /** * 获取aop代理对象 * * @param invoker * @return */ @SuppressWarnings("unchecked") public static <T> T getAopProxy(T invoker) { return (T) AopContext.currentProxy(); } /** * 获取当前的环境配置,无配置返回null * * @return 当前的环境配置 */ public static String[] getActiveProfiles() { return applicationContext.getEnvironment().getActiveProfiles(); } }
OK, 大功告成. 终于舒服了, 终于不用写if...else...
了, 个人感觉这样处理起来会更加优雅. 写代码最重要是什么, 是优雅~
以上!
参考文章:
使用 Spring integration 在Springboot中集成Mqtt
Spring Integration(一)概述
附:
动态添加主题方式:
import org.springframework.beans.factory.annotation.Autowired; import org.springframework.integration.mqtt.inbound.MqttPahoMessageDrivenChannelAdapter; import org.springframework.stereotype.Service; import java.util.Arrays; /** * MqttService * * @author hengzi * @date 2022/8/25 */ @Service public class MqttService { @Autowired private MqttPahoMessageDrivenChannelAdapter adapter; public void addTopic(String topic) { addTopic(topic, 1); } public void addTopic(String topic,int qos) { String[] topics = adapter.getTopic(); if(!Arrays.asList(topics).contains(topic)){ adapter.addTopic(topic,qos); } } public void removeTopic(String topic) { adapter.removeTopic(topic); } }
直接调用就行
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Best practices for real-time data analysis using PHP and MQTT With the rapid development of IoT and big data technology, real-time data analysis is becoming more and more important in various industries. In real-time data analysis, MQTT (MQTelemetryTransport), as a lightweight communication protocol, is widely used in the field of Internet of Things. Combining PHP and MQTT, real-time data analysis can be achieved quickly and efficiently. This article will introduce best practices for real-time data analysis using PHP and MQTT, and

PHP implementation comparison and selection guide for the MQTT protocol Summary: MQTT (MessageQueuingTelemetryTransport) is a lightweight publish/subscribe communication protocol suitable for low-bandwidth, high-latency environments such as the Internet of Things. This article will explore the implementation of the MQTT protocol in PHP and provide a comparison and selection guide. Introduction: With the rapid development of the Internet of Things, more and more devices require real-time data transmission and communication. MQTT as a lightweight
