Kafka is a distributed message queue service that features high throughput and high scalability. Kafka is widely used for big data analytics such as log collection, data aggregation, streaming processing, and online and offline analysis. It is important for the big data ecosystem. This topic describes how to migrate data from an ApsaraDB RDS for MySQL instance to a self-managed Kafka cluster by using Data Transmission Service (DTS). The self-managed Kafka cluster has a public IP address. The data migration feature allows you to extend message processing capabilities.
- A Kafka cluster is created and the Kafka version is 0.10.1.0 to 1.0.2.
- The service port of the self-managed Kafka cluster is accessible over the Internet.
If you use the data synchronization feature, the deployment of the self-managed Kafka cluster must belong to one of the following types:
- Self-managed database that is hosted on Elastic Compute Service (ECS)
- Self-managed database that is connected over Express Connect, VPN Gateway, or Smart Access Gateway
- Self-managed database that has no public IP address or port number (connected over Database Gateway)
- Self-managed database that is connected over Cloud Enterprise Network (CEN)
If your on-premises Kafka cluster does not belong to one of the preceding types, you can open the service port of the Kafka cluster to the Internet. Then, you can use the data migration feature to synchronize data to the Kafka cluster.
- DTS uses read and write resources of the source and destination databases during full data migration. This may increase the loads of the database servers. If the database performance is unfavorable, the specification is low, or the data volume is large, database services may become unavailable. For example, DTS occupies a large amount of read and write resources in the following cases: a large number of slow SQL queries are performed on the source database, the tables have no primary keys, or a deadlock occurs in the destination database. Before you migrate data, evaluate the impact of data migration on the performance of the source and destination databases. We recommend that you migrate data during off-peak hours. For example, you can migrate data when the CPU utilization of the source and destination databases is less than 30%.
- The source database must have PRIMARY KEY or UNIQUE constraints and all fields must be unique. Otherwise, the destination database may contain duplicate data records.
- You can select only tables as the objects to be migrated.
The data that is migrated to the Kafka cluster is stored in the Avro format. You must parse the migrated data based on the Avro schema. For more information, see DTS Avro schema.
|Migration type||Instance configuration fee||Internet traffic fee|
|Schema migration and full data migration||Free of charge||Charged only when data is migrated from Alibaba Cloud over the Internet. For more information, see Pricing.|
|Incremental data migration||Charged. For more information, see Pricing.|
- Log on to the DTS console.
- In the left-side navigation pane, click Data Migration.
- At the top of the Migration Tasks page, select the region where the destination cluster resides.
- In the upper-right corner of the page, click Create Migration Task.
- Configure the source and destination databases for the data migration task.
Section Parameter Description N/A Task Name DTS automatically generates a task name. We recommend that you specify an informative name for easy identification. You do not need to use a unique task name. Source Database Instance Type Select RDS Instance. Instance Region Select the region where the source RDS instance resides. Instance ID Select the ID of the source RDS instance. Database Account Enter the database account of the source RDS instance. The account must have the SELECT permission on the objects to be migrated, the REPLICATION CLIENT permission, the REPLICATION SLAVE permission, and the SHOW VIEW permission. Database Password Enter the password of the source database account. Encryption Select Non-encrypted or SSL-encrypted. If you select SSL-encrypted, you must enable SSL encryption for the RDS instance before you configure the data migration task. For more information, see Configure SSL encryption for an ApsaraDB RDS for MySQL instance.Notice The Encryption parameter is available only for regions in mainland China and the China (Hong Kong) region. Destination Database Instance Type Select User-Created Database with Public IP Address. Instance Region You do not need to specify this parameter. Database Type Select Kafka. Hostname or IP Address Enter the endpoint that is used to connect to the Kafka cluster. In this example, enter the public IP address. Port Number Enter the service port number of the Kafka cluster. The default port number is 9092. Database Account Enter the username that is used to log on to the Kafka cluster. If no authentication is enabled for the Kafka cluster, you do not need to enter the username. Database Password Enter the password of the username. If no authentication is enabled for the Kafka cluster, you do not need to enter the password. Topic Click Get Topic List, and select a topic name from the drop-down list. Kafka Version Select the version of the destination Kafka cluster. Encryption Select Non-encrypted or SCRAM-SHA-256 based on your business and security requirements.
- In the lower-right corner of the page, click Set Whitelist and Next. Note DTS adds the CIDR blocks of DTS servers to the whitelist of the source ApsaraDB RDS for MySQL instance. This ensures that DTS servers can connect to the source instance.
- Select the migration types, the migration policy, and the objects to be migrated.
Setting Description Select the migration types Select Schema Migration, Full Data Migration, and Incremental Data Migration.Notice If Incremental Data Migration is not selected, do not write data to the source database during full data migration. This ensures data consistency between the source and destination databases. Select the policy for migrating data to Kafka partitions Select a migration policy based on your business requirements. For more information, see Specify the policy for synchronizing data to Kafka partitions. Select the objects to be migrated Select one or more tables from the Available section and click the icon to move the tables to the Selected section.
- In the lower-right corner of the page, click Precheck.Notice
- Before you can start the data migration task, a precheck is performed. DTS can migrate data only if the precheck is past.
- If the precheck fails, click the icon next to each failed item to view details. Fix the issues as prompted and run the precheck again.
- After the precheck is past, click Next.
- In the Confirm Settings dialog box, specify the Channel Specification parameter and select Data Transmission Service (Pay-As-You-Go) Service Terms.
- Click Buy and Start to start the data migration task.
- Schema migration and full data migration
Do not manually stop the migration task. Otherwise, the data may be incomplete. You need only to wait until the migration task is complete. The migration task can automatically stop.
- Schema migration, full data migration, and incremental data migration
The migration task cannot automatically stop. You must manually stop the migration task.Notice Manually stop the migration task at an appropriate time. For example, you can stop the migration task during off-peak hours of your business or before you switch your business to the destination cluster.
- Wait until Incremental Data Migration and The migration task is not delayed appear in the progress bar of the migration task. Then, stop writing data to the source database for a few minutes. The delay time may appear in the status for incremental migration.
- Wait until the status of Incremental Data Migration for the migration task changes to The migration task is not delayed again. Then, manually stop the migration task.
- Schema migration and full data migration