Canal搭建?idea設(shè)置及采集數(shù)據(jù)到kafka的操作方法

更新時(shí)間：2023年05月22日 10:19:38 作者：房石陽(yáng)明i

這篇文章主要介紹了Canal搭建idea設(shè)置及采集數(shù)據(jù)到kafka的相關(guān)知識(shí)，本文給大家介紹的非常詳細(xì)，對(duì)大家的學(xué)習(xí)或工作具有一定的參考借鑒價(jià)值,需要的朋友可以參考下

Canal GitHub：https://github.com/alibaba/canal#readme
實(shí)時(shí)采集工具canal：利用mysql主從復(fù)制的原理，slave定期讀取master的binarylog對(duì)binarylog進(jìn)行解析。
canal工作原理
canal模擬MySQL slave的交互協(xié)議，偽裝自己為MySQL slave,向MySQL master發(fā)送dump協(xié)議
MySQL master收到dump請(qǐng)求，開始推送binary log給slave(即canal)
canal解析binary log對(duì)像（原始為bye流）

官網(wǎng)配置：https://github.com/alibaba/canal/wiki/QuickStart
1.在mysql中開啟binlog日志功能
mysql上配置

linux>vi /etc/my.cnf 
server-id=1
log-bin=mysql-bin
binlog_format=row
binlog-do-db=testdb	//指定數(shù)據(jù)庫(kù)

2.重啟mysql服務(wù)

linux>systemctl restart mysqld

3.查看binlog是否生效：

linux>ls /var/lib/mysql

4.解壓canal壓縮包

linux>tar -zxvf canal-* -C  canal

5.數(shù)據(jù)庫(kù)設(shè)置
登陸mysql

mysql>GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%' IDENTIFIED BY 'canal';
mysql>flush privileges;

6.配置文件
1.修改canal.properties配置文件

linux>vi conf/canal.properties
canal.instance.parser.parallelThreadSize = 1

2.修改instance.properties配置文件

linux>vi  conf/example/instance.properties
canal.instance.mysql.slaveId=21
canal.instance.master.address=192.168.58.203:3306

7.啟動(dòng)服務(wù)并查看進(jìn)程

linux>bin/startup.sh
linux>jps
xxxx CanalLauncher

查看日志

linux>cat /opt/install/canal/logs/canal/canal.log

idea客戶端
pom.xml

 <dependency>
            <groupId>com.alibaba.otter</groupId>
            <artifactId>canal.client</artifactId>
            <version>1.1.2</version>
        </dependency>
        <dependency>
            <groupId>org.apache.kafka</groupId>
            <artifactId>kafka-clients</artifactId>
            <version>2.4.1</version>
        </dependency>

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.CanalEntry;
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 CanalClientDemo {
    public static void main(String args[]) {
        // 創(chuàng)建鏈接
        CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress("192.168.58.203）",
                11111), "example", "", "");
        int batchSize = 1000;
        int emptyCount = 0;
        try {
        //testdb庫(kù)中的所有表
            connector.connect();
            connector.subscribe("testdb.*");
            connector.rollback();
            int totalEmptyCount = 120;
            while (emptyCount < totalEmptyCount) {
                Message message = connector.getWithoutAck(batchSize); // 獲取指定數(shù)量的數(shù)據(jù)
                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); // 提交確認(rèn)
                // connector.rollback(batchId); // 處理失敗, 回滾數(shù)據(jù)
            }
            System.out.println("empty too many times, exit");
        } finally {
            connector.disconnect();
        }
    }
    private static void printEntry(List<CanalEntry.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());
        }
    }
}

注意：canal只能在java8中運(yùn)行，如果canal進(jìn)程CanalLauncher起不來(lái)，檢查本地java環(huán)境
CanalClientDemo運(yùn)行提示拒絕連接，檢查腳本中的連接地址是不是運(yùn)行canal的主機(jī) CanalConnector connector = CanalConnectors.newSingleConnector(new InetSocketAddress(“192.168.58.203（canal））”,
xxxx");

Canal kafka github 配置官網(wǎng)：github.com/alibaba/canal/wiki/Canal-Kafka-RocketMQ-QuickStart

使用canal將數(shù)據(jù)同步到kafka上
#重新解壓一個(gè)canal到nodefour上進(jìn)行配置
1.修改canal.properties配置文件

linux>vi canal.properties
canal.serverMode = kafka
canal.instance.parser.parallel = false
canal.mq.servers = 192.168.58.201:9092,192.168.58.202:9092,192.168.58.203:9092

2.修改instance.properties配置文件

linux>vi instance.properties
canal.instance.mysql.slaveId=21
canal.instance.master.address=192.168.58.203:3306
canal.mq.topic=example

3.可以創(chuàng)建topic，也可以不創(chuàng)建

在kafka上啟動(dòng)一個(gè)消費(fèi)者

bin/kafka-console-consumer.sh --topic example --from-beginning --bootstrap-server 192.168.58.201:9092,192.168.58.202:9092,192.168.58.203:9092

啟動(dòng) canal

linux>bin/startup.sh

結(jié)果：

到此這篇關(guān)于Canal搭建 idea設(shè)置及采集數(shù)據(jù)到kafka的操作方法的文章就介紹到這了,更多相關(guān)Canal搭建 idea內(nèi)容請(qǐng)搜索腳本之家以前的文章或繼續(xù)瀏覽下面的相關(guān)文章希望大家以后多多支持腳本之家！

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