Flink CDC (session模式)

1、

复制代码
# Start YARN session
./bin/yarn-session.sh --detached

2、配置文件:

复制代码
rest.bind-port: {{REST_PORT}}
rest.address: {{NODE_IP}}
execution.target: yarn-session
yarn.application.id: {{YARN_APPLICATION_ID}}

3、mysql-doris.yml

复制代码
source:
 type: mysql
 hostname: localhost
 port: 3306
 username: root
 password: 123456
 tables: app_db.\.*
 server-id: 5400-5404
 server-time-zone: UTC

sink:
 type: doris
 fenodes: 127.0.0.1:8030
 username: root
 password: ""

pipeline:
 name: Sync MySQL Database to Doris
 parallelism: 2

4、运行测试:

复制代码
./bin/flink-cdc.sh mysql-to-doris.yaml

5、相关问题:

1、Caused by: java.lang.ClassCastException: cannot assign instance of com.starrocks.connector.flink.catalog.StarRocksCatalog to field org.apache.flink.cdc.connectors.starrocks.sink.StarRocksMetadataApplier.catalog of type com.starrocks.connector.flink.catalog.StarRocksCatalog in instance of org.apache.flink.cdc.connectors.starrocks.sink.StarRocksMetadataApplier

解决方案:

classloader.resolve-order: parent-first

2、

Caused by: org.apache.flink.runtime.JobException: Cannot instantiate the coordinator for operator Source: Flink CDC Event Source: mysql -> SchemaOperator -> PrePartition

at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.initialize(ExecutionJobVertex.java:229)

at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.initializeJobVertex(DefaultExecutionGraph.java:914)

at org.apache.flink.runtime.executiongraph.ExecutionGraph.initializeJobVertex(ExecutionGraph.java:218)

at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.initializeJobVertices(DefaultExecutionGraph.java:896)

at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.attachJobGraph(DefaultExecutionGraph.java:852)

at org.apache.flink.runtime.executiongraph.DefaultExecutionGraphBuilder.buildGraph(DefaultExecutionGraphBuilder.java:207)

at org.apache.flink.runtime.scheduler.DefaultExecutionGraphFactory.createAndRestoreExecutionGraph(DefaultExecutionGraphFactory.java:163)

at org.apache.flink.runtime.scheduler.SchedulerBase.createAndRestoreExecutionGraph(SchedulerBase.java:365)

at org.apache.flink.runtime.scheduler.SchedulerBase.<init>(SchedulerBase.java:210)

at org.apache.flink.runtime.scheduler.DefaultScheduler.<init>(DefaultScheduler.java:136)

at org.apache.flink.runtime.scheduler.DefaultSchedulerFactory.createInstance(DefaultSchedulerFactory.java:152)

at org.apache.flink.runtime.jobmaster.DefaultSlotPoolServiceSchedulerFactory.createScheduler(DefaultSlotPoolServiceSchedulerFactory.java:119)

at org.apache.flink.runtime.jobmaster.JobMaster.createScheduler(JobMaster.java:371)

at org.apache.flink.runtime.jobmaster.JobMaster.<init>(JobMaster.java:348)

at org.apache.flink.runtime.jobmaster.factories.DefaultJobMasterServiceFactory.internalCreateJobMasterService(DefaultJobMasterServiceFactory.java:123)

at org.apache.flink.runtime.jobmaster.factories.DefaultJobMasterServiceFactory.lambdacreateJobMasterService0(DefaultJobMasterServiceFactory.java:95)

at org.apache.flink.util.function.FunctionUtils.lambdauncheckedSupplier4(FunctionUtils.java:112)

... 4 more

Caused by: java.lang.NoClassDefFoundError: org/apache/flink/cdc/runtime/typeutils/EventTypeInfo

at java.lang.Class.getDeclaredFields0(Native Method)

at java.lang.Class.privateGetDeclaredFields(Class.java:2583)

解决方案:

cp /BigData/run/flink-cdc/lib/flink-cdc-dist-3.1.0.jar /BigData/run/flink/lib/

3、问题3

Caused by: org.apache.flink.table.api.ValidationException: The MySQL server has a timezone offset (28800 seconds ahead of UTC) which does not match the configured timezone UTC. Specify the right server-time-zone to avoid inconsistencies for time-related fields.

解决方案1:

jdbc:mysql://hostname:port/database?serverTimezone=UTC

解决方案2:

SET table.local-time-zone = 'Asia/Shanghai'; -- 或者你所需的时区

解决方案3:

CREATE TABLE my_table (

...

) WITH (

'connector' = 'mysql-cdc',

'hostname' = 'localhost',

'port' = '3306',

...

'server-time-zone' = 'Asia/Shanghai' -- 或者你所需的时区

);

相关推荐
大霸王龙30 分钟前
软件工程的软件生命周期通常分为以下主要阶段
大数据·人工智能·旅游
点赋科技1 小时前
沙市区举办资本市场赋能培训会 点赋科技分享智能消费新实践
大数据·人工智能
YSGZJJ1 小时前
股指期货技术分析与短线操作方法介绍
大数据·人工智能
Doker 多克2 小时前
Flink CDC —部署模式
大数据·flink
Guheyunyi2 小时前
监测预警系统重塑隧道安全新范式
大数据·运维·人工智能·科技·安全
酷爱码2 小时前
Spring Boot 整合 Apache Flink 的详细过程
spring boot·flink·apache
问道飞鱼2 小时前
Flink 高可用集群部署指南
flink·部署·批处理·流式批处理
Channing Lewis3 小时前
如果科技足够发达,是否还需要维持自然系统(例如生物多样性)中那种‘冗余’和‘多样性’,还是可以只保留最优解?
大数据·人工智能·科技
禺垣3 小时前
区块链技术概述
大数据·人工智能·分布式·物联网·去中心化·区块链