我是靠谱客的博主 潇洒身影,这篇文章主要介绍java整合canal 实现数据同步,现在分享给大家,希望可以做个参考。

官方演示

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<dependency> <groupId>com.alibaba.otter</groupId> <artifactId>canal.client</artifactId> <version>1.1.0</version> </dependency>
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package com.alibaba.otter.canal.sample; import java.net.InetSocketAddress; import java.util.List; import com.alibaba.otter.canal.client.CanalConnectors; import com.alibaba.otter.canal.client.CanalConnector; import com.alibaba.otter.canal.common.utils.AddressUtils; import com.alibaba.otter.canal.protocol.Message; import com.alibaba.otter.canal.protocol.CanalEntry.Column; import com.alibaba.otter.canal.protocol.CanalEntry.Entry; import com.alibaba.otter.canal.protocol.CanalEntry.EntryType; import com.alibaba.otter.canal.protocol.CanalEntry.EventType; import com.alibaba.otter.canal.protocol.CanalEntry.RowChange; import com.alibaba.otter.canal.protocol.CanalEntry.RowData; public class SimpleCanalClientExample { public static void main(String args[]) { // 创建链接 CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress(AddressUtils.getHostIp(), 11111), "example", "", ""); int batchSize = 1000; int emptyCount = 0; try { connector.connect(); connector.subscribe(".*\..*"); connector.rollback(); int totalEmptyCount = 120; while (emptyCount < totalEmptyCount) { Message message = connector.getWithoutAck(batchSize); // 获取指定数量的数据 long batchId = message.getId(); int size = message.getEntries().size(); if (batchId == -1 || size == 0) { emptyCount++; System.out.println("empty count : " + emptyCount); try { Thread.sleep(1000); } catch (InterruptedException e) { } } else { emptyCount = 0; // System.out.printf("message[batchId=%s,size=%s] n", batchId, size); printEntry(message.getEntries()); } connector.ack(batchId); // 提交确认 // connector.rollback(batchId); // 处理失败, 回滚数据 } System.out.println("empty too many times, exit"); } finally { connector.disconnect(); } } private static void printEntry(List<Entry> entrys) { for (Entry entry : entrys) { if (entry.getEntryType() == EntryType.TRANSACTIONBEGIN || entry.getEntryType() == EntryType.TRANSACTIONEND) { continue; } RowChange rowChage = null; try { rowChage = RowChange.parseFrom(entry.getStoreValue()); } catch (Exception e) { throw new RuntimeException("ERROR ## parser of eromanga-event has an error , data:" + entry.toString(), e); } EventType eventType = rowChage.getEventType(); System.out.println(String.format("================&gt; binlog[%s:%s] , name[%s,%s] , eventType : %s", entry.getHeader().getLogfileName(), entry.getHeader().getLogfileOffset(), entry.getHeader().getSchemaName(), entry.getHeader().getTableName(), eventType)); for (RowData rowData : rowChage.getRowDatasList()) { if (eventType == EventType.DELETE) { printColumn(rowData.getBeforeColumnsList()); } else if (eventType == EventType.INSERT) { printColumn(rowData.getAfterColumnsList()); } else { System.out.println("-------&gt; before"); printColumn(rowData.getBeforeColumnsList()); System.out.println("-------&gt; after"); printColumn(rowData.getAfterColumnsList()); } } } } private static void printColumn(List<Column> columns) { for (Column column : columns) { System.out.println(column.getName() + " : " + column.getValue() + " update=" + column.getUpdated()); } } }

https://blog.csdn.net/qq_43791139/article/details/107752629

springboot使用

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<dependency> <groupId>commons-dbutils</groupId> <artifactId>commons-dbutils</artifactId> <version>1.7</version> </dependency> <dependency> <groupId>com.alibaba.otter</groupId> <artifactId>canal.client</artifactId> <version>1.1.3</version> </dependency>
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package com.example.demo.client; import com.alibaba.otter.canal.client.CanalConnector; import com.alibaba.otter.canal.client.CanalConnectors; import com.alibaba.otter.canal.protocol.CanalEntry.*; import com.alibaba.otter.canal.protocol.Message; import com.google.protobuf.InvalidProtocolBufferException; import org.apache.commons.dbutils.DbUtils; import org.apache.commons.dbutils.QueryRunner; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.stereotype.Component; import javax.annotation.Resource; import javax.sql.DataSource; import java.net.InetSocketAddress; import java.sql.Connection; import java.sql.SQLException; import java.util.List; import java.util.Queue; import java.util.concurrent.ConcurrentLinkedQueue; @Component public class CanalClient { Logger logger = LoggerFactory.getLogger(CanalClient.class); //sql队列 private Queue<String> SQL_QUEUE = new ConcurrentLinkedQueue<>(); @Resource private DataSource dataSource; /** * canal入库方法 */ public void run() { /*master服务器地址,以及开启的端口号,实例名instance.properties文件中不修改这用这个默认的,用户名密码使用远程连接账号的,同前配置文件*/ CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress("106.55.168.234", 11111), "example", "", ""); int batchSize = 1000; try { while (true) { logger.info("-------------canal开始连接-------------"); try { connector.connect(); connector.subscribe(".*\..*"); connector.rollback(); } catch (Exception e) { logger.info("-------------canal连接失败,五分钟后尝试重新连接-------------"); try { Thread.sleep(300000); } catch (InterruptedException e1) { logger.error(e1.getMessage()); } } logger.info("-------------canal连接成功-------------"); break; } while (true) try { /*从master拉取数据batchSize条记录*/ Message message = connector.getWithoutAck(batchSize); long batchId = message.getId(); int size = message.getEntries().size(); if (batchId == -1 || size == 0) { Thread.sleep(10000); } else { dataHandle(message.getEntries()); } /*提交ack确认*/ connector.ack(batchId); /*设置队列sql语句执行最大值*/ if (SQL_QUEUE.size() >= 1) { executeQueueSql(); } } catch (Exception e) { e.printStackTrace(); logger.error("canal入库方法" + e.getMessage()); } } finally { connector.disconnect(); } } /** * 模拟执行队列里面的sql语句 */ public void executeQueueSql() { int size = SQL_QUEUE.size(); for (int i = 0; i < size; i++) { String sql = SQL_QUEUE.poll(); System.out.println("[sql]----> " + sql); this.execute(sql.toString()); } } /** * 数据处理 * * @param entrys */ private void dataHandle(List<Entry> entrys) throws InvalidProtocolBufferException { for (Entry entry : entrys) { if (EntryType.ROWDATA == entry.getEntryType()) { RowChange rowChange = RowChange.parseFrom(entry.getStoreValue()); EventType eventType = rowChange.getEventType(); if (eventType == EventType.DELETE) { saveDeleteSql(entry); } else if (eventType == EventType.UPDATE) { saveUpdateSql(entry); } else if (eventType == EventType.INSERT) { saveInsertSql(entry); } } } } /** * 保存更新语句 * * @param entry */ private void saveUpdateSql(Entry entry) { try { RowChange rowChange = RowChange.parseFrom(entry.getStoreValue()); List<RowData> rowDatasList = rowChange.getRowDatasList(); for (RowData rowData : rowDatasList) { List<Column> newColumnList = rowData.getAfterColumnsList(); StringBuffer sql = new StringBuffer("update " + entry.getHeader().getTableName() + " set "); for (int i = 0; i < newColumnList.size(); i++) { sql.append(" " + newColumnList.get(i).getName() + " = '" + newColumnList.get(i).getValue() + "'"); if (i != newColumnList.size() - 1) { sql.append(","); } } sql.append(" where "); List<Column> oldColumnList = rowData.getBeforeColumnsList(); for (Column column : oldColumnList) { if (column.getIsKey()) { //暂时只支持单一主键 sql.append(column.getName() + "=" + column.getValue()); break; } } SQL_QUEUE.add(sql.toString()); } } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } /** * 保存删除语句 * * @param entry */ private void saveDeleteSql(Entry entry) { try { RowChange rowChange = RowChange.parseFrom(entry.getStoreValue()); List<RowData> rowDatasList = rowChange.getRowDatasList(); for (RowData rowData : rowDatasList) { List<Column> columnList = rowData.getBeforeColumnsList(); StringBuffer sql = new StringBuffer("delete from " + entry.getHeader().getTableName() + " where "); for (Column column : columnList) { if (column.getIsKey()) { //暂时只支持单一主键 sql.append(column.getName() + "=" + column.getValue()); break; } } SQL_QUEUE.add(sql.toString()); } } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } /** * 保存插入语句 * * @param entry */ private void saveInsertSql(Entry entry) { try { RowChange rowChange = RowChange.parseFrom(entry.getStoreValue()); List<RowData> rowDatasList = rowChange.getRowDatasList(); for (RowData rowData : rowDatasList) { List<Column> columnList = rowData.getAfterColumnsList(); StringBuffer sql = new StringBuffer("insert into " + entry.getHeader().getTableName() + " ("); for (int i = 0; i < columnList.size(); i++) { sql.append(columnList.get(i).getName()); if (i != columnList.size() - 1) { sql.append(","); } } sql.append(") VALUES ("); for (int i = 0; i < columnList.size(); i++) { sql.append("'" + columnList.get(i).getValue() + "'"); if (i != columnList.size() - 1) { sql.append(","); } } sql.append(")"); SQL_QUEUE.add(sql.toString()); } } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } /** * 入库 * @param sql */ public void execute(String sql) { Connection con = null; try { if(null == sql) return; con = dataSource.getConnection(); QueryRunner qr = new QueryRunner(); int row = qr.execute(con, sql); System.out.println("update: "+ row); } catch (SQLException e) { e.printStackTrace(); } finally { DbUtils.closeQuietly(con); } } }

启动类

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package com.example.demo; import com.example.demo.client.CanalClient; import org.springframework.boot.CommandLineRunner; import org.springframework.boot.SpringApplication; import org.springframework.boot.autoconfigure.SpringBootApplication; import javax.annotation.Resource; @SpringBootApplication public class DemoApplication implements CommandLineRunner { @Resource private CanalClient canalClient; public static void main(String[] args) { SpringApplication.run(DemoApplication.class, args); } @Override public void run(String... strings) throws Exception { /*启动canal客户端监听*/ canalClient.run(); } }

最后

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