elasticsearch和mysql数据库的数据同步问题(二)

时间:2024-03-21 16:29:19

使用 RabbitMq 异步通知的方式,解决数据同步问题。

  1. 消息的提供者和消费者导入相关的依赖和配置文件
<!--amqp-->
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-amqp</artifactId>
</dependency>
spring:
  rabbitmq:
    virtual-host: /
    host: 192.168.72.101
    port: 5672
    username: root
    password: 123
  1. 声明交换机和消息队列
public class MqConstants {
    /**
     * 交换机
     */
    public static final String HOTEL_EXCHANGE = "hotel.topic";
    /**
     * 监听新增和修改的队列
     */
    public static final String HOTEL_INSERT_QUEUE = "hotel.insert.queue";
    /**
     * 监听删除的队列
     */
    public static final String HOTEL_DELETE_QUEUE = "hotel.delete.queue";
    /**
     * 新增或修改的 RoutingKey
     */
    public static final String HOTEL_INSERT_KEY = "hotel.insert";
    /**
     * 删除的RoutingKey
     */
    public static final String HOTEL_DELETE_KEY = "hotel.delete";
}
  1. 用户修改了数据库的数据后,向 elasticsearch 模块发送消息
    发送的消息为已更改数据的 id

对 insert, update, delete 请求发送消息

	@Autowired
    private IHotelService hotelService;
    @Autowired
    private RabbitTemplate rabbitTemplate;
	
	@PostMapping
    public void saveHotel(@RequestBody Hotel hotel){
        hotelService.save(hotel);
        rabbitTemplate.convertAndSend(MqConstants.HOTEL_EXCHANGE, MqConstants.HOTEL_INSERT_KEY, hotel.getId());
    }

    @PutMapping
    public void updateById(@RequestBody Hotel hotel){
        if (hotel.getId() == null) {
            throw new InvalidParameterException("id不能为空");
        }
        hotelService.updateById(hotel);
        rabbitTemplate.convertAndSend(MqConstants.HOTEL_EXCHANGE, MqConstants.HOTEL_INSERT_KEY, hotel.getId());
    }

    @DeleteMapping("/{id}")
    public void deleteById(@PathVariable("id") Long id) {
        hotelService.removeById(id);
        rabbitTemplate.convertAndSend(MqConstants.HOTEL_EXCHANGE, MqConstants.HOTEL_DELETE_KEY, id);
    }
  1. elasticsearch 模块,通过注解的方式接收发送方的消息
// 编写监听器
@Component
public class HotelListener {
    @Autowired
    private IHotelService hotelService;

    @RabbitListener(bindings = @QueueBinding(
            value = @Queue(MqConstants.HOTEL_INSERT_QUEUE),
            exchange = @Exchange(value = MqConstants.HOTEL_EXCHANGE, type = ExchangeTypes.TOPIC),
            key = MqConstants.HOTEL_INSERT_KEY
    ))
    public void listenHotelInsertOrUpdate(Long id){
        hotelService.insertById(id);
    }

    @RabbitListener(bindings = @QueueBinding(
            value = @Queue(MqConstants.HOTEL_DELETE_QUEUE),
            exchange = @Exchange(value = MqConstants.HOTEL_EXCHANGE, type = ExchangeTypes.TOPIC),
            key = MqConstants.HOTEL_DELETE_KEY
    ))
    public void listenHotelDelete(Long id){
        hotelService.deleteById(id);
    }
}

com.mysite.hotel.service.impl.HotelService 中实现业务

	@Autowired
    private RestHighLevelClient client;

    @Override
    public void deleteById(Long id) {
        try {
            DeleteRequest request = new DeleteRequest("hotel", id.toString());
            client.delete(request, RequestOptions.DEFAULT);
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public void insertById(Long id) {
        try {
            Hotel hotel = getById(id);
            // 转换为文档类型
            HotelDoc hotelDoc = new HotelDoc(hotel);
            // 准备 request 对象
            IndexRequest request = new IndexRequest("hotel").id(hotel.getId().toString());
            // 准备 JSON 文档
            request.source(JSON.toJSONString(hotelDoc), XContentType.JSON);
            // 发送请求
            client.index(request, RequestOptions.DEFAULT);
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }
  • 优点:低耦合,实现难度一般
  • 缺点:依赖mq的可靠性