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Data Transmission Service:Migrate data from an ApsaraDB RDS for MySQL instance to an ApsaraDB for ClickHouse cluster

Last Updated:Dec 13, 2023

Data Transmission Service (DTS) allows you to migrate data from a MySQL database, such as a self-managed MySQL database or an ApsaraDB RDS for MySQL database to an ApsaraDB for ClickHouse cluster. This helps you analyze business data in a centralized manner. This topic describes how to migrate data from an ApsaraDB RDS for MySQL instance to an ApsaraDB for ClickHouse cluster.

Prerequisites

  • The destination ApsaraDB for ClickHouse cluster is created. For more information, see Create an ApsaraDB for ClickHouse cluster.

    Note

    The available storage space of the destination ApsaraDB for ClickHouse cluster is larger than the total size of data in the source RDS for MySQL instance.

  • A database is created in the destination ApsaraDB for ClickHouse cluster to receive data. For more information, see Create a database.

    Important

    We recommend that you create a database in the ApsaraDB for ClickHouse cluster with the same name as the database to which the data to be migrated belongs in the source ApsaraDB RDS for MySQL instance. Otherwise, you must use the object name mapping feature in the Selected Objects section in the Configure Objects and Advanced Settings step. For more information, see Map object names.

Limits

Category

Description

Limits on the source database

  • If you select tables as the objects to be migrated and you want to modify the tables in the destination database, such as renaming tables or columns, you can migrate up to 1,000 tables in a single data migration task. If you run a task to migrate more than 1,000 tables, a request error occurs. In this case, we recommend that you configure multiple tasks to migrate the tables or configure a task to migrate the entire database.

  • The following requirements for binary logs must be met:

    • By default, the binary logging feature is enabled. The value of the binlog_row_image parameter is set to full. Otherwise, error messages are returned during the precheck and the data migration task cannot be started. For more information about parameter configurations, see Modify instance parameters.

      Important
      • If the source database is a self-managed MySQL database, you must enable the binary logging feature and set the binlog_format parameter to row and the binlog_row_image parameter to full.

      • If the source database is a self-managed MySQL database deployed in a dual-primary cluster, you must set the log_slave_updates parameter to ON. This ensures that DTS can obtain all binary logs. For more information, see Create an account for a self-managed MySQL database and configure binary logging.

    • The binary logs of the source database must be stored for more than seven days. Otherwise, DTS may fail to obtain the binary logs, which may cause the task to fail, or even data inconsistency and data loss. Make sure that you configure the retention period of binary logs based on the preceding requirements. Otherwise, the service level agreement (SLA) of DTS does not guarantee service reliability or performance. For more information about how to manage the binary log files of an ApsaraDB RDS for MySQL instance, see Manage binary log files.

Other limits

  • The DDL statements in the destination database must be standard. Otherwise, the data migration task may fail or data loss may occur.

  • The RENAME TABLE statement cannot be migrated.

  • The data of the DateTime type in an ApsaraDB for ClickHouse cluster is in the range of 1970-01-01 00:00:00 to 2106-02-07 06:28:15. If the time data in the ApsaraDB RDS for MySQL instance is not within this range, the data of the DateTime type that is migrated to the destination ApsaraDB for ClickHouse cluster may be incorrect.

  • The Partition Key cannot be an empty field. Otherwise, the data migration task fails.

  • The number of databases to be migrated to the destination ApsaraDB for ClickHouse cluster cannot exceed 256.

  • The names of the databases, tables, and columns that you want to migrate must comply with the naming conventions of ApsaraDB for ClickHouse. For more information, see the "Object naming conventions" section of the Limits topic.

  • If you migrate data to an ApsaraDB for ClickHouse Community-compatible Edition cluster, DTS automatically adds the _sign and _version fields to the tables that are migrated. If you migrate data to an ApsaraDB for ClickHouse Enterprise Edition cluster, DTS does not add fields.

    Note

    During incremental data migration, DTS records the timestamp that is generated when data is written to the destination ApsaraDB for ClickHouse Community-compatible Edition cluster in the _version field and the types of DDL statements in the _sign field. The INSERT and UPDATE statements are recorded as 1, and the DELETE statements are recorded as -1.

  • 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. During initial full data migration, DTS uses the read and write resources of the source and destination databases. This may increase the loads on the database servers.

  • If you migrate one or more tables other than the entire database to the destination database, do not use tools such as pt-online-schema-change to perform online DDL operations on the objects to be migrated. Otherwise, the data migration task fails.

    You can use Data Management (DMS) to perform online DDL operations. For more information, see Perform lock-free DDL operations.

  • If you use tools other than DTS to write data to the destination database, data inconsistency between the source and destination databases may occur.

Precautions

If the source database is a self-managed MySQL database, take note of the following limits:

  • If you perform a primary/secondary switchover on the source database when the data migration task is running, the task fails.

  • DTS calculates migration latency based on the timestamp of the latest migrated data in the destination database and the current timestamp in the source database. If no DML operation is performed on the source database for an extended period of time, the migration latency may be inaccurate. If the latency of the data migration task is excessively high, you can perform a DML operation on the source database to update the latency.

    Note

    If you select an entire database as the object to be migrated, you can create a heartbeat table. The heartbeat table is updated or receives data every second.

  • DTS regularly executes the CREATE DATABASE IF NOT EXISTS `test` statement in the source database to move forward the binary log file position.

Billing

Migration type

Instance configuration fee

Internet traffic fee

Schema migration and full data migration

Free of charge.

Free of charge.

Incremental data migration

Charged. For more information, see Billing overview.

SQL operations that can be migrated during incremental migration

Operation type

SQL statement

DML

INSERT, UPDATE, and DELETE

DDL

  • CREATE TABLE

  • TRUNCATE TABLE

  • ALTER TABLE

  • ADD COLUMN

  • MODIFY COLUMN

  • DROP TABLE and DROP COLUMN

Data type mappings

The data types supported by ApsaraDB RDS for MySQL instances and ApsaraDB for ClickHouse clusters do not have one-to-one correspondence. Therefore, DTS converts the data types of the source database to those of the destination database during schema synchronization. For more information, see Data type mappings between heterogeneous databases.

Permissions required for database accounts

Database

Required permission

References

Source ApsaraDB RDS for MySQL instance

Read permissions on the objects to be migrated

Create an account on an ApsaraDB RDS for MySQL instance and Modify the permissions of a standard account on an ApsaraDB RDS for MySQL instance.

Destination ApsaraDB for ClickHouse cluster

  • ApsaraDB for ClickHouse V22.8: the read and write permissions on the destination database. In this case, you can use a privileged account.

  • ApsaraDB for ClickHouse V21.8: the read, write, and set permissions and the permissions to enable DDL operations.

Manage database accounts of an ApsaraDB for ClickHouse cluster

Note

If the source database account that you use is not created and authorized in the ApsaraDB RDS console, make sure that the account has the REPLICATION CLIENT, REPLICATION SLAVE, SHOW VIEW, and SELECT permissions.

Procedure

  1. Go to the Data Migration Tasks page.
    1. Log on to the Data Management (DMS) console.
    2. In the top navigation bar, click DTS.
    3. In the left-side navigation pane, choose DTS (DTS) > Data Migration.
    Note
  2. From the drop-down list next to Data Migration Tasks, select the region in which the data migration instance resides.
    Note If you use the new DTS console, you must select the region in which the data migration instance resides in the upper-left corner.
  3. Click Create Task. On the Create Task wizard page, configure the source and destination databases.

    Section

    Parameter

    Description

    N/A

    Task Name

    The name of the task. DTS automatically assigns a name to the task. We recommend that you specify a descriptive name that makes it easy to identify the task. You do not need to specify a unique task name.

    Source Database

    Select an existing DMS database instance. (Optional. If you have not registered a DMS database instance, ignore this option and configure database settings in the section below.)

    The database instance that you want to use. You can choose whether to select an existing instance based on your business requirements.

    • If you select an existing instance, DTS automatically populates the parameters for the database.

    • If you do not select an existing instance, you must manually configure parameters for the database.

    Database Type

    The type of the source database. Select MySQL.

    Access Method

    The access method of the source database. Select Alibaba Cloud Instance.

    Instance Region

    The region in which the source ApsaraDB RDS for MySQL instance resides.

    Replicate Data Across Alibaba Cloud Accounts

    Specifies whether to migrate data across Alibaba Cloud accounts. In this example, No is selected.

    RDS Instance ID

    The ID of the source ApsaraDB RDS for MySQL instance.

    Database Account

    The database account of the source ApsaraDB RDS for MySQL instance. For information about the permissions that are required for the account, see the Permissions required for database accounts section of this topic.

    Database Password

    The password of the database account.

    Encryption

    Specifies whether to encrypt the connection to the database. Select Non-encrypted or SSL-encrypted based on your business requirements. If you select SSL-encrypted, you must enable SSL encryption for the ApsaraDB RDS for MySQL instance before you configure the data synchronization task. For more information, see Configure the SSL encryption feature.

    Destination Database

    Select an existing DMS database instance. (Optional. If you have not registered a DMS database instance, ignore this option and configure database settings in the section below.)

    The database instance that you want to use. You can choose whether to select an existing instance based on your business requirements.

    • If you select an existing instance, DTS automatically populates the parameters for the database.

    • If you do not select an existing instance, you must manually configure parameters for the database.

    Database Type

    The type of the destination database. Select ClickHouse.

    Access Method

    The access method of the destination database. Select Alibaba Cloud Instance.

    Instance Region

    The region in which the destination ApsaraDB for ClickHouse cluster resides.

    Replicate Data Across Alibaba Cloud Accounts

    Specifies whether to migrate data across Alibaba Cloud accounts. In this example, No is selected.

    Cluster Type

    The type of the destination ApsaraDB for ClickHouse cluster.

    Cluster ID

    The ID of the destination ApsaraDB for ClickHouse cluster.

    Database Account

    The database account of the destination ApsaraDB for ClickHouse cluster. For information about the permissions that are required for the account, see the Permissions required for database accounts section of this topic.

    Database Password

    The password of the database account.

  4. In the lower part of the page, click Test Connectivity and Proceed.

    If the source or destination database is an Alibaba Cloud database instance, such as an ApsaraDB RDS for MySQL or ApsaraDB for MongoDB instance, DTS automatically adds the CIDR blocks of DTS servers to the IP address whitelist of the instance. If the source or destination database is a self-managed database hosted on an Elastic Compute Service (ECS) instance, DTS automatically adds the CIDR blocks of DTS servers to the security group rules of the ECS instance, and you must make sure that the ECS instance can access the database. If the self-managed database is hosted on multiple ECS instances, you must manually add the CIDR blocks of DTS servers to the security group rules of each ECS instance. If the source or destination database is a self-managed database that is deployed in a data center or provided by a third-party cloud service provider, you must manually add the CIDR blocks of DTS servers to the IP address whitelist of the database to allow DTS to access the database. For more information, see the "CIDR blocks of DTS servers" section of the Add the CIDR blocks of DTS servers to the security settings of on-premises databases topic.

    Warning

    If the public CIDR blocks of DTS servers are automatically or manually added to the IP address whitelist of a database instance or to the security group rules of an ECS instance, security risks may arise. Therefore, before you use DTS to migrate data, you must understand and acknowledge the potential risks and take preventive measures, including but not limited to the following measures: enhancing the security of your account and password, limiting the ports that are exposed, authenticating API calls, regularly checking the IP address whitelist or ECS security group rules and forbidding unauthorized CIDR blocks, and connecting the database to DTS by using Express Connect, VPN Gateway, or Smart Access Gateway.

  5. Configure the objects to be migrated and advanced settings.

    Parameter

    Description

    Migration Types

    • To perform only full data migration, select Schema Migration and Full Data Migration.

    • To ensure service continuity during data migration, select Schema Migration, Full Data Migration, and Incremental Data Migration.

    Note

    If you do not select Incremental Data Migration, we recommend that you do not write data to the source database during data migration. This ensures data consistency between the source and destination databases.

    Processing Mode of Conflicting Tables

    • Precheck and Report Errors: checks whether the destination database contains tables that have the same names as tables in the source database. If the source and destination databases do not contain tables that have identical table names, the precheck is passed. Otherwise, an error is returned during the precheck and the data migration task cannot be started.

      Note

      You can use the object name mapping feature to rename the tables that are migrated to the destination database. You can use this feature if the source and destination databases contain tables that have identical table names and the tables in the destination database cannot be deleted or renamed. For more information, see Map object names.

    • Ignore Errors and Proceed: skips the precheck for identical table names in the source and destination databases.

      Warning

      If you select Ignore Errors and Proceed, data inconsistency may occur and your business may be exposed to the following potential risks:

      • If the source and destination databases have the same schemas, DTS does not migrate data records that have the same primary key values as data records in the destination database.

      • If the source and destination databases have different schemas, only specific columns are migrated or the data migration task fails. Proceed with caution.

    Capitalization of Object Names in Destination Instance

    The capitalization of database names, table names, and column names in the destination instance. By default, DTS default policy is selected. You can select other options to make sure that the capitalization of object names is consistent with that in the source or destination database. For more information, see Specify the capitalization of object names in the destination instance.

    Source Objects

    Select one or more objects from the Source Objects section and click the 向右小箭头 icon to add the objects to the Selected Objects section.

    Note

    Select columns, tables, or databases as the objects to be migrated.

    Selected Objects

    • To rename an object that you want to migrate to the destination instance, right-click the object in the Selected Objects section. For more information, see Map the name of a single object.
    • To rename multiple objects at a time, click Batch Edit in the upper-right corner of the Selected Objects section. For more information, see Map multiple object names at a time.
    Note
    • To filter data, right-click the table that you want to migrate in the Selected Objects section. In the dialog box that appears, set filter conditions. For more information, see the Use SQL conditions to filter data.

    • If you use the object name mapping feature to rename the database or collection to which the data is migrated, other objects that are dependent on the database or collection may fail to be migrated.

  6. Click Next: Advanced Settings to configure advanced settings.

    Parameter

    Description

    Select the dedicated cluster used to schedule the task

    By default, DTS schedules the data migration task to the shared cluster if you do not specify a dedicated cluster. You can also purchase and specify a dedicated cluster of the required specifications to run the data migration task. For more information, see What is a DTS dedicated cluster.

    Set Alerts

    Specifies whether to configure alerting for the data migration task. If the task fails or the migration latency exceeds the specified threshold, the alert contacts will receive notifications. Valid values:

    • No: does not configure alerting.

    • Yes: configures alerting. If you select Yes, you must also specify the alert threshold and alert contacts. For more information, see Configure monitoring and alerting.

    Retry Time for Failed Connections

    The retry time range for failed connections. If the source or destination database fails to be connected after the data migration task is started, DTS immediately retries a connection within the retry time range. Valid values: 10 to 1440. Unit: minutes. Default value: 720. We recommend that you set the parameter to a value greater than 30. If DTS is reconnected to the source and destination databases within the specified retry time range, DTS resumes the data migration task. Otherwise, the data migration task fails.

    Note
    • If you specify different retry time ranges for multiple data migration tasks that share the same source or destination database, the value that is specified later takes precedence.

    • When DTS retries a connection, you are charged for the DTS instance. We recommend that you specify the retry time range based on your business requirements. You can also release the DTS instance at your earliest opportunity after the source and destination instances are released.

    The wait time before a retry when other issues occur in the source and destination databases.

    The retry time range for other issues. For example, if DDL or DML operations fail to be performed after the data migration task is started, DTS immediately retries the operations within the retry time range. Valid values: 1 to 1440. Unit: minutes. Default value: 10. We recommend that you set the parameter to a value greater than 10. If the failed operations are successfully performed within the specified retry time range, DTS resumes the data migration task. Otherwise, the data migration task fails.

    Important

    The value of the The wait time before a retry when other issues occur in the source and destination databases parameter must be smaller than the value of the Retry Time for Failed Connections parameter.

    Enable Throttling for Full Data Migration

    Specifies whether to enable throttling for full data migration. During full data migration, DTS uses the read and write resources of the source and destination databases. This may increase the loads of the database servers. You can enable throttling for full data migration based on your business requirements. To configure throttling, you must configure the Queries per second (QPS) to the source database, RPS of Full Data Migration, and Data migration speed for full migration (MB/s) parameters. This reduces the loads of the destination database server.

    Note

    This parameter is displayed only when Full Data Migration is selected as Migration Types.

    Enable Throttling for Incremental Data Migration

    Specifies whether to enable throttling for incremental data migration. To configure throttling, you must configure the RPS of Incremental Data Migration and Data migration speed for incremental migration (MB/s) parameters. This reduces the loads of the destination database server.

    Note

    This parameter is displayed only when Incremental Data Migration is selected as Migration Types.

    Environment Tag

    The environment tag that is used to identify the DTS instance. You can select an environment tag based on your business requirements. In this example, you do not need to configure this parameter.

    Configure ETL

    Specifies whether to configure the extract, transform, and load (ETL) feature. For more information, see What is ETL? Valid values:

  7. Click Next: Configure Database and Table Fields. In the dialog box that appears, configure the Type, Primary Key Column, Sort Key, Distribution Key, and Partition Key parameters for the table that is migrated.

    Note
    • By default, the parameters are configured by DTS. To modify the parameters, set the Definition Status parameter to All.

    • You can select multiple columns for the Primary Key Column or Sort Key parameter from the corresponding drop-down list. One or more columns specified for the Primary Key Column parameter can be selected for the Partition Key parameter. You can select only one column for the Distribution Key parameter. For more information about primary key, sort key, and partition key, see Create Table.

    • You can leave the Partition Key parameter empty, but you cannot select a field that contains no data for this parameter. Otherwise, the data migration task fails.

  8. Save the task settings and run a precheck.

    • To view the parameters to be specified when you call the relevant API operation to configure the DTS task, move the pointer over Next: Save Task Settings and Precheck and click Preview OpenAPI parameters.

    • If you do not need to view or have viewed the parameters, click Next: Save Task Settings and Precheck in the lower part of the page.

    Note
    • Before you can start the data migration task, DTS performs a precheck. You can start the data migration task only after the task passes the precheck.

    • If the task fails to pass the precheck, click View Details next to each failed item. After you troubleshoot the issues based on the error message, you can run a precheck again.

    • If an alert is triggered for an item during the precheck:

      • If the alert item cannot be ignored, click View Details next to the failed item and troubleshoot the issues. Then, run a precheck again.

      • If the alert item can be ignored, click Confirm Alert Details. In the View Details dialog box, click Ignore. In the message that appears, click OK. Then, click Precheck Again to run a precheck again. If you ignore the alert item, data inconsistency may occur and your business may be exposed to potential risks.

  9. Wait until the success rate becomes 100%. Then, click Next: Purchase Instance.

  10. On the Purchase Instance page, configure the Instance Class parameter for the data migration instance. The following table describes the parameters.

    Section

    Parameter

    Description

    New Instance Class

    Resource Group

    The resource group to which the data migration instance belongs. Default value: default resource group. For more information, see What is Resource Management?

    Instance Class

    DTS provides instance classes that vary in the migration speed. You can select an instance class based on your business scenario. For more information, see Specifications of data migration instances.

  11. Read and agree to Data Transmission Service (Pay-as-you-go) Service Terms by selecting the check box.

  12. Click Buy and Start to start the data migration task. You can view the progress of the task in the task list.