Canal資料同步工具
阿新 • • 發佈:2020-12-27
官方介紹及文件
https://github.com/alibaba/canal
1丶Canal環境搭建
canal的原理是基於mysql binlog技術,所以這裡一定需要開啟mysql的binlog寫入功能 開啟mysql服務:service mysql start (1)檢查binlog功能是否有開啟mysql> show variables like 'log_bin'; #顯示資訊如下 off關閉 +---------------+-------+ | Variable_name | Value | +---------------+-------+ | log_bin | OFF | +---------------+-------+ 1row in set (0.00 sec)
(2)如果顯示狀態為OFF表示該功能未開啟,開啟binlog功能
1,修改 mysql 的配置檔案 my.cnf vi /etc/my.cnf 追加內容: log-bin=mysql-bin #binlog檔名 binlog_format=ROW #選擇row模式 server_id=1 #mysql例項id,不能和canal的slaveId重複 2,重啟 mysql: service mysql restart 3,登入 mysql 客戶端,檢視 log_bin 變數 mysql> show variables like 'log_bin'; +---------------+-------+ | Variable_name | Value | +---------------+-------+ | log_bin | ON| +---------------+-------+ 1 row in set (0.00 sec) ———————————————— 如果顯示狀態為ON表示該功能已開啟
(3)在mysql裡面新增以下的相關使用者和許可權:為了用sqlYog 等工具 遠端連線mysql
CREATE USER 'canal'@'%' IDENTIFIED BY 'canal'; GRANT SHOW VIEW, SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON*.* TO 'canal'@'%'; FLUSH PRIVILEGES;
3、下載安裝Canal服務
下載地址:https://github.com/alibaba/canal/releases
或者這個: https://www.cnblogs.com/mangoubiubiu/p/14196879.html
(1)下載之後,放到目錄中,解壓檔案
cd /usr/local/canal canal.deployer-1.1.4.tar.gz tar zxvf canal.deployer-1.1.4.tar.gz(2)修改配置檔案
vi conf/example/instance.properties
#需要改成自己的資料庫資訊 canal.instance.master.address=192.168.117.129:3306 #需要改成自己的資料庫使用者名稱與密碼 canal.instance.dbUsername=canal canal.instance.dbPassword=canal #需要改成同步的資料庫表規則,例如只是同步一下表 #canal.instance.filter.regex=.*\\..* canal.instance.filter.regex=guli_ucenter.ucenter_member
注:
mysql 資料解析關注的表,Perl正則表示式.
多個正則之間以逗號(,)分隔,轉義符需要雙斜槓(\\)
常見例子:
1. 所有表:.* or .*\\..*
2. canal schema下所有表: canal\\..*
3. canal下的以canal打頭的表:canal\\.canal.*
4. canal schema下的一張表:canal.test1
5. 多個規則組合使用:canal\\..*,mysql.test1,mysql.test2 (逗號分隔)
注意:此過濾條件只針對row模式的資料有效(ps. mixed/statement因為不解析sql,所以無法準確提取tableName進行過濾)
(3)進入bin目錄下啟動
sh bin/startup.sh
二、程式碼編寫(SpringBoot)
1、引入相關依賴
<dependencies> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> <!--mysql--> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> </dependency> <dependency> <groupId>commons-dbutils</groupId> <artifactId>commons-dbutils</artifactId> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-jdbc</artifactId> </dependency> <dependency> <groupId>com.alibaba.otter</groupId> <artifactId>canal.client</artifactId> </dependency> </dependencies>
2、建立application.properties配置檔案
# 服務埠 server.port=10000 # 服務名 spring.application.name=canal-client # 環境設定:dev、test、prod spring.profiles.active=dev # mysql資料庫連線 spring.datasource.driver-class-name=com.mysql.cj.jdbc.Driver spring.datasource.url=jdbc:mysql://localhost:3306/guli?serverTimezone=GMT%2B8 spring.datasource.username=root spring.datasource.password=root
3、編寫canal客戶端類
package com.atguigu.canal.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.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.Iterator; import java.util.List; import java.util.Queue; import java.util.concurrent.ConcurrentLinkedQueue; @Component public class CanalClient { //sql佇列 private Queue<String> SQL_QUEUE = new ConcurrentLinkedQueue<>(); @Resource private DataSource dataSource; /** * canal入庫方法 */ public void run() { CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress("192.168.117.129", 11111), "example", "", ""); int batchSize = 1000; try { connector.connect(); connector.subscribe(".*\\..*"); connector.rollback(); try { while (true) { //嘗試從master那邊拉去資料batchSize條記錄,有多少取多少 Message message = connector.getWithoutAck(batchSize); long batchId = message.getId(); int size = message.getEntries().size(); if (batchId == -1 || size == 0) { Thread.sleep(1000); } else { dataHandle(message.getEntries()); } connector.ack(batchId); //當佇列裡面堆積的sql大於一定數值的時候就模擬執行 if (SQL_QUEUE.size() >= 1) { executeQueueSql(); } } } catch (InterruptedException e) { e.printStackTrace(); } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } finally { connector.disconnect(); } } /** * 模擬執行佇列裡面的sql語句 */ 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()); } } /** * 資料處理 * * @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); } } } } /** * 儲存更新語句 * * @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()) { //暫時只支援單一主鍵 sql.append(column.getName() + "=" + column.getValue()); break; } } SQL_QUEUE.add(sql.toString()); } } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } /** * 儲存刪除語句 * * @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()) { //暫時只支援單一主鍵 sql.append(column.getName() + "=" + column.getValue()); break; } } SQL_QUEUE.add(sql.toString()); } } catch (InvalidProtocolBufferException e) { e.printStackTrace(); } } /** * 儲存插入語句 * * @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(); } } /** * 入庫 * @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); } } }
4、建立啟動類
@SpringBootApplication public class CanalApplication implements CommandLineRunner { @Resource private CanalClient canalClient; public static void main(String[] args) { SpringApplication.run(CanalApplication.class, args); } @Override public void run(String... strings) throws Exception { //專案啟動,執行canal客戶端監聽 canalClient.run(); } }