摘要:CDL是一种简略、高效的数据实时集成服务,可能从各种OLTP数据库中抓取Data Change事件,而后推送至Kafka中,最初由Sink Connector生产Topic中的数据并导入到大数据生态软件应用中,从而实现数据的实时入湖。
本文分享自华为云社区《华为FusionInsight MRS CDL使用指南》,作者:晋红轻。
阐明
CDL是一种简略、高效的数据实时集成服务,可能从各种OLTP数据库中抓取Data Change事件,而后推送至Kafka中,最初由Sink Connector生产Topic中的数据并导入到大数据生态软件应用中,从而实现数据的实时入湖。
CDL服务蕴含了两个重要的角色:CDLConnector和CDLService。CDLConnector是具体执行数据抓取工作的实例,CDLService是负责管理和创立工作的实例。
本此实际介绍以mysql作为数据源进行数据抓取
前提条件
- MRS集群已装置CDL服务。
- MySQL数据库须要开启mysql的bin log性能(默认状况下是开启的)。
查看MySQL是否开启bin log:
应用工具或者命令行连贯MySQL数据库(本示例应用navicat工具连贯),执行show variables like 'log_%'命令查看。
例如在navicat工具抉择"File > New Query"新建查问,输出如下SQL命令,单击"Run"在后果中"log_bin"显示为"ON"则示意开启胜利。
show variables like 'log_%'
工具筹备
当初cdl只能应用rest api的形式进行命令提交,所以须要提前装置工具进行调试。本文应用VSCode工具。
实现之后装置rest client插件:
实现之后创立一个cdl.http的文件进行编辑:
创立CDL工作
CDL工作创立的流程图如下所示:
阐明:须要先创立一个MySQL link, 在创立一个Kafka link, 而后再创立一个CDL同步工作并启动。
MySQL link局部rest申请代码
@hostname = 172.16.9.113@port = 21495@host = {{hostname}}:{{port}}@bootstrap = "172.16.9.113:21007"@bootstrap_normal = "172.16.9.113:21005"@mysql_host = "172.16.2.118"@mysql_port = "3306"@mysql_database = "hudi"@mysql_user = "root"@mysql_password = "Huawei@123"### get linksget https://{{host}}/api/v1/cdl/link### mysql link validatepost https://{{host}}/api/v1/cdl/link?validate=truecontent-type: application/json{"name": "MySQL_link", //link名,全局惟一,不能反复"description":"MySQL connection", //link形容"link-type":"mysql", //link的类型"enabled":"true","link-config-values": {"inputs": [ { "name": "host", "value": {{mysql_host}} }, //数据库装置节点的ip { "name": "port", "value": {{mysql_port}} },//数据库监听的端口 { "name": "database.name", "value": {{mysql_database}} }, //连贯的数据库名 { "name": "user", "value": {{mysql_user}} }, //用户 { "name": "password","value": {{mysql_password}} } ,//明码 { "name":"schema", "value": {{mysql_database}}}//同数据库名 ] }}### mysql link createpost https://{{host}}/api/v1/cdl/linkcontent-type: application/json{"name": "MySQL_link", //link名,全局惟一,不能反复"description":"MySQL connection", //link形容"link-type":"mysql", //link的类型"enabled":"true","link-config-values": {"inputs": [ { "name": "host", "value": {{mysql_host}} }, //数据库装置节点的ip { "name": "port", "value": {{mysql_port}} },//数据库监听的端口 { "name": "database.name", "value": {{mysql_database}} }, //连贯的数据库名 { "name": "user", "value": {{mysql_user}} }, //用户 { "name": "password","value": {{mysql_password}} } ,//明码 { "name":"schema", "value": {{mysql_database}}}//同数据库名 ] }}### mysql link updateput https://{{host}}/api/v1/cdl/link/MySQL_linkcontent-type: application/json{"name": "MySQL_link", //link名,全局惟一,不能反复"description":"MySQL connection", //link形容"link-type":"mysql", //link的类型"enabled":"true","link-config-values": {"inputs": [ { "name": "host", "value": {{mysql_host}} }, //数据库装置节点的ip { "name": "port", "value": {{mysql_port}} },//数据库监听的端口 { "name": "database.name", "value": {{mysql_database}} }, //连贯的数据库名 { "name": "user", "value": {{mysql_user}} }, //用户 { "name": "password","value": {{mysql_password}} } ,//明码 { "name":"schema", "value": {{mysql_database}}}//同数据库名 ] }}
Kafka link局部rest申请代码
### get linksget https://{{host}}/api/v1/cdl/link### kafka link validatepost https://{{host}}/api/v1/cdl/link?validate=truecontent-type: application/json{"name": "kafka_link","description":"test kafka link","link-type":"kafka","enabled":"true","link-config-values": {"inputs": [ { "name": "bootstrap.servers", "value": "172.16.9.113:21007" }, { "name": "sasl.kerberos.service.name", "value": "kafka" }, { "name": "security.protocol","value": "SASL_PLAINTEXT" }//平安模式为SASL_PLAINTEXT,一般模式为PLAINTEXT ] }}### kafka link createpost https://{{host}}/api/v1/cdl/linkcontent-type: application/json{"name": "kafka_link","description":"test kafka link","link-type":"kafka","enabled":"true","link-config-values": {"inputs": [ { "name": "bootstrap.servers", "value": "172.16.9.113:21007" }, { "name": "sasl.kerberos.service.name", "value": "kafka" }, { "name": "security.protocol","value": "SASL_PLAINTEXT" }//平安模式为SASL_PLAINTEXT,一般模式为PLAINTEXT ] }}### kafka link updateput https://{{host}}/api/v1/cdl/link/kafka_linkcontent-type: application/json{"name": "kafka_link","description":"test kafka link","link-type":"kafka","enabled":"true","link-config-values": {"inputs": [ { "name": "bootstrap.servers", "value": "172.16.9.113:21007" }, { "name": "sasl.kerberos.service.name", "value": "kafka" }, { "name": "security.protocol","value": "SASL_PLAINTEXT" }//平安模式为SASL_PLAINTEXT,一般模式为PLAINTEXT ] }}
CDL工作命令局部rest申请代码
@hostname = 172.16.9.113@port = 21495@host = {{hostname}}:{{port}}@bootstrap = "172.16.9.113:21007"@bootstrap_normal = "172.16.9.113:21005"@mysql_host = "172.16.2.118"@mysql_port = "3306"@mysql_database = "hudi"@mysql_user = "root"@mysql_password = "Huawei@123"### create jobpost https://{{host}}/api/v1/cdl/jobcontent-type: application/json{ "job_type": "CDL_JOB", //job类型,目前只反对CDL_JOB这一种 "name": "mysql_to_kafka", //job名称 "description":"mysql_to_kafka", //job形容 "from-link-name": "MySQL_link", //数据源Link "to-link-name": "kafka_link", //指标源Link "from-config-values": { "inputs": [ {"name" : "connector.class", "value" : "com.huawei.cdc.connect.mysql.MysqlSourceConnector"}, {"name" : "schema", "value" : "hudi"}, {"name" : "db.name.alias", "value" : "hudi"}, {"name" : "whitelist", "value" : "hudisource"}, {"name" : "tables", "value" : "hudisource"}, {"name" : "tasks.max", "value" : "10"}, {"name" : "mode", "value" : "insert,update,delete"}, {"name" : "parse.dml.data", "value" : "true"}, {"name" : "schema.auto.creation", "value" : "false"}, {"name" : "errors.tolerance", "value" : "all"}, {"name" : "multiple.topic.partitions.enable", "value" : "false"}, {"name" : "topic.table.mapping", "value" : "[ {\"topicName\":\"huditableout\", \"tableName\":\"hudisource\"} ]" }, {"name" : "producer.override.security.protocol", "value" : "SASL_PLAINTEXT"},//平安模式为SASL_PLAINTEXT,一般模式为PLAINTEXT {"name" : "consumer.override.security.protocol", "value" : "SASL_PLAINTEXT"}//平安模式为SASL_PLAINTEXT,一般模式为PLAINTEXT ] }, "to-config-values": {"inputs": []}, "job-config-values": { "inputs": [ {"name" : "global.topic", "value" : "demo"} ] }}### get all jobget https://{{host}}/api/v1/cdl/job### submit jobput https://{{host}}/api/v1/cdl/job/mysql_to_kafka/start### get job statusget https://{{host}}/api/v1/cdl/submissions?jobName=mysql_to_kafka### stop jobput https://{{host}}/api/v1/cdl/job/mysql_to_kafka/submissions/13/stop### delete jobDELETE https://{{host}}/api/v1/cdl/job/mysql_to_kafka
场景验证
生产库MySQL原始数据如下:
提交CDL工作之后
减少操作: insert into hudi.hudisource values (11,“蒋语堂”,38,“女”,“图”,“播放器”,28732);
对应kafka音讯体:
更改操作: UPDATE hudi.hudisource SET uname=‘Anne Marie333’ WHERE uid=11;
对应kafka音讯体:
删除操作:delete from hudi.hudisource where uid=11;
对应kafka音讯体:
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