Spring Boot 集成canal、RocketMq同步异构数据

待我称王封你为后i 2022-09-12 11:44 421阅读 0赞

**一、canal环境搭建**

1、下载canal服务至指定目录，解压压缩文件

wget -P  ./   https://github.com/alibaba/canal/releases/download/canal-1.1.5/canal.deployer-1.1.5.tar.gz
    
     tar  -zxf   canal.deployer-1.1.5.tar.gz

2、修改配置文件

修改canal.properties

vim   canal.properties

canal.id = 40
    canal.ip = 192.168.81.200

修改instance.properties

vim  example/instance.properties

canal.instance.master.address=192.168.81.200:3306

3、mysql 数据库配置修改

vim my.cnf

port = 3306
    server-id =1
    log-bin = mysql-bin
    binlog_format=ROW

4、分别启动mysql、canal、rocketmq服务 ![watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBAZmVuZ2NoZW5nd3UyMDEy_size_18_color_FFFFFF_t_70_g_se_x_16][]

**二、canal 整合 Spring Boot**

1、加入依赖

<dependency>
       <groupId>top.javatool</groupId>
       <artifactId>canal-spring-boot-starter</artifactId>
       <version>1.2.1-RELEASE</version>
    </dependency>

2、解析canal增量更新的数据

@Component
    public class CanalHelper implements CommandLineRunner {
    
        private static volatile CanalConnector connector;
    
        private static final Logger LOGGER = LoggerFactory.getLogger(CanalHelper.class);
    
        @Autowired
        private RocketMQTemplate rocketMqTemplate;
    
        @Override
        public void run(String... args) throws Exception {
            readChange();
        }
    
    
        /***
         * 遍历侦听数据变化
         * @throws Exception
         */
        private void readChange() throws Exception {
            LOGGER.info("CanalHelper---------------------开始监听数据----------------");
            int batchSize = 1000;
            while (true) {
                Thread.sleep(5000);
                Message message = getCanalConnector().getWithoutAck(batchSize);
                ///LOGGER.info("监控数据变化数据 {} ",message.toString());
                long batchId = message.getId();
                int size = message.getEntries().size();
                if (batchId == -1 || size == 0) {
                    Thread.sleep(1000);
                } else {
                    ///dataHandle(message.getEntries());
                    List<CanalEntry.Entry> entries = message.getEntries();
                    printEntry(entries);
                }
                getCanalConnector().ack(batchId);
                ///当队列里面堆积的sql大于一定数值的时候就模拟执行
                // /executeQueueSql();
            }
        }
    
        /**
         * 解析变化数据
         * @param entries
         */
        private void printEntry(List<CanalEntry.Entry> entries) {
            for (CanalEntry.Entry entry : entries) {
                if (entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONBEGIN || entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONEND) {
                    continue;
                }
                CanalEntry.RowChange rowChange;
                try {
                    rowChange = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
                } catch (Exception e) {
                    throw new RuntimeException("ERROR ## parser of eromanga-event has an error , data:" + entry.toString(), e);
                }
                CanalEntry.EventType eventType = rowChange.getEventType();
                LOGGER.info(String.format("================> binlog[%s:%s] , name[%s,%s] , eventType : %s",
                        entry.getHeader().getLogfileName(), entry.getHeader().getLogfileOffset(),
                        entry.getHeader().getSchemaName(), entry.getHeader().getTableName(),
                        eventType));
                for (CanalEntry.RowData rowData : rowChange.getRowDatasList()) {
                    if (eventType == CanalEntry.EventType.DELETE) {
                        printColumn(rowData.getBeforeColumnsList());
                    } else if (eventType == CanalEntry.EventType.INSERT) {
                        printColumn(rowData.getAfterColumnsList());
                    } else {
                        LOGGER.info("变化之前数据-------> before");
                        printColumn(rowData.getBeforeColumnsList());
                        LOGGER.info("变化之后数据-------> after");
                        printColumn(rowData.getAfterColumnsList());
                    }
                }
            }
        }
    
        private void printColumn(List<CanalEntry.Column> columns) {
            JSONObject jsonObject = new JSONObject();
            for (CanalEntry.Column column : columns) {
                ///LOGGER.info(column.getName() + " : " + column.getValue() + "    update=" + column.getUpdated());
                jsonObject.put(column.getName(),column.getValue());
            }
            LOGGER.info("canal监听数据发送至mq {} ",jsonObject.toString());
            String msgBody =jsonObject.toJSONString();
            rocketMqTemplate.sendOneWay(RocketMqConstant.TOPIC_CANAL, MessageBuilder.withPayload(msgBody).build());
        }
    
        private  static CanalConnector getCanalConnector() {
            if (connector == null) {
                synchronized (CanalHelper.class) {
                    if (connector == null) {
                        connector = CanalConnectors.newSingleConnector(new InetSocketAddress("192.168.81.200", 11111), "example", "canal", "canal");
                        connector.connect();
                        connector.subscribe(".*\\..*");
                        connector.rollback();
                    }
                }
            }
            // 创建链接
            return connector;
        }
    
        private void disConnect() {
            if (connector != null) {
                connector.disconnect();
            }
        }
    }

3、mq消费增量数据

@Slf4j
    @Component
    @RocketMQMessageListener(
            topic = RocketMqConstant.TOPIC_CANAL,
            selectorExpression="*",
            consumerGroup = RocketMqConstant.CONSUMER_CANAL_GROUP)
    public class CanalMsgListener implements RocketMQListener<MessageExt> {
        @Override
        public void onMessage(MessageExt message) {
            byte[] body = message.getBody();
            String msg = new String(body);
            log.info("主题:{} 消费组:{} 接收到消息:{}",RocketMqConstant.TOPIC_CANAL,RocketMqConstant.CONSUMER_CANAL_GROUP, msg);
        }
    }

public interface RocketMqConstant {
    
        String  TOPIC_CANAL ="canal_topic";
    
        String  CONSUMER_CANAL_GROUP ="canal_consumer";
    
    }

[watermark_type_ZHJvaWRzYW5zZmFsbGJhY2s_shadow_50_text_Q1NETiBAZmVuZ2NoZW5nd3UyMDEy_size_18_color_FFFFFF_t_70_g_se_x_16]: /images/20220828/ac671a7ab84f4f6c9d7192164d86b1da.png