Alibaba Cloud SelectDB supports sub-second queries on massive datasets, tens of thousands of concurrent point queries, and high-throughput for complex analysis. You can use Data Transmission Service (DTS) to synchronize data from SQL Server databases, such as ApsaraDB RDS for SQL Server, to Alibaba Cloud SelectDB for large-scale data analysis. This topic uses an ApsaraDB RDS for SQL Server instance as an example to illustrate the process.
This feature is in beta testing, available only to select users.
Prerequisites
A target Alibaba Cloud SelectDB instance has been created. The storage space of the target instance is greater than the storage space that is used by the source RDS SQL Server instance. For more information, see Create an instance.
If the source instance meets any of the following conditions, we recommend splitting the process into multiple synchronization tasks.
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The source instance has more than 10 databases.
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Log backups are performed more than once per hour for a single database.
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More than 100 Data Definition Language (DDL) operations are performed per hour on a single database.
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The log generation rate for a single database exceeds 20 MB/s.
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You must enable change data capture (CDC) on more than 1,000 tables.
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Limitations
During schema synchronization, DTS does not synchronize foreign keys from the source database to the target database.
Type | Description |
Source database limitations |
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Other limitations |
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Special case | When the source instance is an ApsaraDB RDS for SQL Server, DTS creates an |
Billing
Synchronization type | Pricing |
Schema synchronization and full data synchronization | Free of charge. |
Incremental data synchronization | Charged. For more information, see Billing overview. |
Supported SQL for incremental synchronization
Operation type | SQL statement |
DML | INSERT, UPDATE, DELETE Note
DTS does not synchronize |
DDL | ALTER TABLE supports only ADD COLUMN and DROP COLUMN. |
Database account permissions
Database | Permissions | Actions |
Source RDS SQL Server | Owner permissions on the source objects | Create standard, high-privilege, and global read-only accounts and Modify the permissions of an account |
Target SelectDB | cluster access permissions (Usage_priv) and database permissions (Select_priv, Load_priv, Alter_priv, Create_priv, and Drop_priv) |
Procedure
Go to the data synchronization task list page in the destination region. You can do this in one of two ways.
DTS console
Log on to the DTS console.
In the navigation pane on the left, click Data Synchronization.
In the upper-left corner of the page, select the region where the synchronization instance is located.
DMS console
NoteThe actual steps may vary depending on the mode and layout of the DMS console. For more information, see Simple mode console and Customize DMS console layout and style.
Log on to the DMS console.
In the top menu bar, choose .
To the right of Data Synchronization Tasks, select the region of the synchronization instance.
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Click Create Task to navigate to the task configuration page.
Configure the source and destination databases.
Category
Parameter
Description
None
Task Name
DTS automatically generates a task name. We recommend that you specify a descriptive name for easy identification. The name does not need to be unique.
Source Database
Select Existing Connection
Select the registered database instance with DTS from the drop-down list. The database information below is automatically configured.
NoteIn the DMS console, this configuration item is Select a DMS database instance.
If you have not registered the database instance or do not need to use a registered instance, manually configure the database information below.
Database Type
Select SQL Server.
Access Method
Select Alibaba Cloud Instance.
Instance Region
Select the region where the source ApsaraDB RDS for SQL Server instance resides.
Replicate Data Across Alibaba Cloud Accounts
This example demonstrates synchronization within the same Alibaba Cloud account, so select No.
Instance ID
Select the instance ID of the source ApsaraDB RDS for SQL Server instance.
Database Account
Enter the database account of the source ApsaraDB RDS for SQL Server instance. For permission requirements, see Required permissions for database accounts.
Database Password
Enter the password for the specified database account.
Encryption
Select Non-encrypted or SSL-encrypted.
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If SSL encryption is not enabled for the source database, select Non-encrypted.
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If SSL encryption is enabled for the source database, select SSL-encrypted. DTS trusts the server certificate by default.
Destination Database
Select Existing Connection
Select the registered database instance with DTS from the drop-down list. The database information below is automatically configured.
NoteIn the DMS console, this configuration item is Select a DMS database instance.
If you have not registered the database instance or do not need to use a registered instance, manually configure the database information below.
Database Type
Select SelectDB.
Access Method
Select Alibaba Cloud Instance.
Instance Region
Select the region where the target SelectDB instance resides.
Replicate Data Across Alibaba Cloud Accounts
This example demonstrates synchronization within the same Alibaba Cloud account, so select No.
Instance ID
Select the ID of the target SelectDB instance.
Database Account
Enter the database account of the target SelectDB instance. For permission requirements, see Required permissions for database accounts.
Database Password
Enter the password for the specified database account.
After completing the configuration, click Test Connectivity and Proceed at the bottom of the page.
NoteEnsure that you add the CIDR blocks of the DTS servers (either automatically or manually) to the security settings of both the source and destination databases to allow access. For more information, see Add the IP address whitelist of DTS servers.
If the source or destination is a self-managed database (i.e., the Access Method is not Alibaba Cloud Instance), you must also click Test Connectivity in the CIDR Blocks of DTS Servers dialog box.
Configure the task objects.
On the Configure Objects page, specify the objects to synchronize.
Parameter
Description
Synchronization Types
DTS always selects Incremental Data Synchronization. By default, you must also select Schema Synchronization and Full Data Synchronization. After the precheck, DTS initializes the destination cluster with the full data of the selected source objects, which serves as the baseline for subsequent incremental synchronization.
ImportantData types are converted when data is synchronized from SQL Server to SelectDB. If you do not select Schema Synchronization, you must create a Unique model table with the corresponding structure in the target SelectDB instance in advance. For more information, see Data type mappings.
Schema Mapping Mode of Source and Destination Databases
SQL Server uses a three-level hierarchy (database > schema > table), while SelectDB uses a two-level hierarchy (database > table). Therefore, you must map the source and target schemas. This task supports only the Do not use source schema name mode. In this mode, the source database name is used as the target database name, and the source table name is used as the target table name.
ImportantIn this mode, tables with the same name are not allowed in different schemas of the source database. Otherwise, the DTS task may fail or data inconsistency may occur.
SQL Server Incremental Synchronization Mode
Log-based Parsing for Non-heap Tables and CDC-based Incremental Synchronization for Heap Tables (Hybrid Log-based Parsing):
Advantages:
Supports scenarios with source database heap tables, tables without primary keys, compressed tables, and tables with computed columns.
High link stability. This mode can obtain complete DDL statements and supports a wide range of DDL scenarios.
Disadvantages:
DTS creates the trigger `dts_cdc_sync_ddl`, the heartbeat table `dts_sync_progress`, and the DDL storage table `dts_cdc_ddl_history` in the source database. It also enables database-level Change Data Capture (CDC) and partial table CDC.
You cannot execute
SELECT INTO,TRUNCATE, andRENAME COLUMNstatements on tables for which CDC is enabled in the source database. Triggers created by DTS in the source database cannot be manually deleted.
Incremental Synchronization Based on Logs of Source Database (Heap tables are not supported):
Advantages:
This mode is non-intrusive to the source database.
Disadvantages:
Does not support scenarios with source database heap tables, tables without primary keys, compressed tables, or tables with computed columns.
Polling and querying CDC instances for incremental synchronization:
Advantages:
Supports full and incremental synchronization when the source database is Amazon RDS for SQL Server, Azure SQL Database, Azure SQL Managed Instance, Azure SQL Server on Virtual Machine, or Google Cloud SQL for SQL Server.
Uses the native SQL Server CDC component to obtain incremental data, which makes incremental synchronization more stable and uses less network bandwidth.
Disadvantages:
The source database account used by the DTS instance must have the permission to enable CDC. Incremental data synchronization has a latency of about 10 seconds.
In scenarios involving synchronization of multiple databases and tables, there may be risks of stability and performance issues.
The maximum number of tables for which CDC is enabled that DTS supports.
This setting limits the number of tables on which CDC can be enabled within the current synchronization instance. The default value is 1,000.
NoteThis parameter is not available if you set SQL Server Incremental Synchronization Mode to Incremental Synchronization Based on Logs of Source Database (Heap tables are not supported).
Processing Mode of Conflicting Tables
Precheck and Report Errors: Checks if tables with the same name exist in the target database. If no tables with the same name exist, the check passes. If tables with the same name exist, an error is reported during the precheck phase, and the data synchronization task does not start.
NoteIf you cannot easily delete or rename the conflicting table in the target database, you can change its name in the target. For more information, see Map table and column names.
Ignore Errors and Proceed: Skips the check for tables with the same name in the target database.
WarningSelecting Ignore Errors and Proceed may cause data inconsistency and pose risks to your business. For example:
If table structures are consistent, a source record with a primary key or unique key that already exists in the target database overwrites the target record.
If the table structures are inconsistent, data initialization may fail, only partial columns may be synchronized, or the synchronization may fail. Use this option with caution.
Capitalization of Object Names in Destination Instance
Configure the case-sensitivity policy for database, table, and column names in the destination instance. By default, the DTS default policy is selected. You can also choose to use the default policy of the source or destination database. For more information, see Case policy for destination object names.
Source Objects
In the Source Objects box, click the objects, and then click
to move them to the Selected Objects box.NoteYou can select objects at the database or table level.
Selected Objects
To change the name of a synchronization object in the target instance, right-click the object in the Selected Objects pane. For instructions, see Map table and column names.
If you selected Synchronization Types for Schema Synchronization, selected objects at the table level, and need to set the number of buckets (the
bucket_countparameter), right-click the table in the Selected Objects pane. In the Parameter Settings area, set Enable Parameter Settings to Yes, specify a Value, and then click OK.
NoteTo select the SQL operations for incremental synchronization at the database or table level, right-click the object in the Selected Objects pane and select the desired SQL operations in the dialog box that appears.
To filter data by using WHERE conditions, right-click the table in the Selected Objects pane and set the filter conditions in the dialog box that appears. For instructions, see Set filter conditions.
If you use the object name mapping feature, other objects that depend on the mapped object may fail to synchronize.
Click Next: Advanced Settings.
Parameter
Description
Dedicated Cluster for Task Scheduling
By default, DTS uses a shared cluster for tasks, so you do not need to make a selection. For greater task stability, you can purchase a dedicated cluster to run the DTS synchronization task. For more information, see What is a DTS dedicated cluster?.
Retry Time for Failed Connections
If the connection to the source or destination database fails after the synchronization task starts, DTS reports an error and immediately begins to retry the connection. The default retry duration is 720 minutes. You can customize the retry time to a value from 10 to 1,440 minutes. We recommend a duration of 30 minutes or more. If the connection is restored within this period, the task resumes automatically. Otherwise, the task fails.
NoteIf multiple DTS instances (e.g., Instance A and B) share a source or destination, DTS uses the shortest configured retry duration (e.g., 30 minutes for A, 60 for B, so 30 minutes is used) for all instances.
DTS charges for task runtime during connection retries. Set a custom duration based on your business needs, or release the DTS instance promptly after you release the source/destination instances.
Retry Time for Other Issues
If a non-connection issue (e.g., a DDL or DML execution error) occurs, DTS reports an error and immediately retries the operation. The default retry duration is 10 minutes. You can also customize the retry time to a value from 1 to 1,440 minutes. We recommend a duration of 10 minutes or more. If the related operations succeed within the set retry time, the synchronization task automatically resumes. Otherwise, the task fails.
ImportantThe value of Retry Time for Other Issues must be less than that of Retry Time for Failed Connections.
Enable Throttling for Full Data Synchronization
During full data synchronization, DTS consumes read and write resources from the source and destination databases, which can increase their load. To mitigate pressure on the destination database, you can limit the migration rate by setting Queries per second (QPS) to the source database, RPS of Full Data Migration, and Data migration speed for full migration (MB/s).
NoteThis parameter is available only if Synchronization Types is set to Full Data Synchronization.
You can also adjust the rate of full data synchronization when the synchronization instance is running.
Enable Throttling for Incremental Data Synchronization
You can also limit the incremental synchronization rate to reduce pressure on the destination database by setting RPS of Incremental Data Synchronization and Data synchronization speed for incremental synchronization (MB/s).
Environment Tag
You can select an environment tag to identify the instance. This parameter is optional.
Configure ETL
Choose whether to enable the extract, transform, and load (ETL) feature. For more information, see What is ETL? Valid values:
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Yes: Enables the ETL feature. Enter data processing statements in the code editor. For more information, see Configure ETL in a data migration or data synchronization task.
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No: Disables the ETL feature.
Monitoring and Alerting
Choose whether to set up alerts. If the synchronization fails or the latency exceeds the specified threshold, DTS sends a notification to the alert contacts.
No: No alerts are configured.
Yes: Configures alerts. You must also set the alert threshold and alert contact. For more information, see Configure monitoring and alerting during task configuration.
Optional: After completing the preceding configurations, click Next: Configure Database and Table Fields to set the Primary Key Column, Distribution Key, and Engine for the tables to be synchronized in the target. For this synchronization link, the only supported Engine is unique.
NoteThis step is available only if you select Synchronization Types for Schema Synchronization when you configure task objects. You can set Definition Status to All to make modifications.
The Primary Key Column can be a composite key that consists of multiple columns, and you must select one or more columns from the Primary Key Column to serve as the Distribution Key.
Save the task and perform a precheck.
To view the parameters for configuring this instance via an API operation, hover over the Next: Save Task Settings and Precheck button and click Preview OpenAPI parameters in the tooltip.
If you have finished viewing the API parameters, click Next: Save Task Settings and Precheck at the bottom of the page.
NoteBefore a synchronization task starts, DTS performs a precheck. You can start the task only if the precheck passes.
If the precheck fails, click View Details next to the failed item, fix the issue as prompted, and then rerun the precheck.
If the precheck generates warnings:
For non-ignorable warning, click View Details next to the item, fix the issue as prompted, and run the precheck again.
For ignorable warnings, you can bypass them by clicking Confirm Alert Details, then Ignore, and then OK. Finally, click Precheck Again to skip the warning and run the precheck again. Ignoring precheck warnings may lead to data inconsistencies and other business risks. Proceed with caution.
Purchase the instance.
When the Success Rate reaches 100%, click Next: Purchase Instance.
On the Purchase page, select the billing method and link specifications for the data synchronization instance. For more information, see the following table.
Category
Parameter
Description
New Instance Class
Billing Method
Subscription: You pay upfront for a specific duration. This is cost-effective for long-term, continuous tasks.
Pay-as-you-go: You are billed hourly for actual usage. This is ideal for short-term or test tasks, as you can release the instance at any time to save costs.
Resource Group Settings
The resource group to which the instance belongs. The default is default resource group. For more information, see What is Resource Management?.
Instance Class
DTS offers synchronization specifications at different performance levels that affect the synchronization rate. Select a specification based on your business requirements. For more information, see Data synchronization link specifications.
Subscription Duration
In subscription mode, select the duration and quantity of the instance. Monthly options range from 1 to 9 months. Yearly options include 1, 2, 3, or 5 years.
NoteThis option appears only when the billing method is Subscription.
Read and select the checkbox for Data Transmission Service (Pay-as-you-go) Service Terms.
Click Buy and Start, and then click OK in the OK dialog box.
You can monitor the task progress on the data synchronization page.
Data type mapping
Category | SQL Server type | SelectDB type |
Numeric | BIT | INT |
TINYINT | SMALLINT | |
SMALLINT | SMALLINT | |
INT | INT | |
BIGINT | BIGINT | |
| DECIMAL | |
FLOAT | DOUBLE | |
REAL | DOUBLE | |
MONEY | STRING | |
SMALLMONEY | STRING | |
Date and Time | DATE | DATEV2 |
DATETIME | DATETIMEV2 | |
DATETIME2 | DATETIMEV2 | |
SMALLDATETIME | DATETIMEV2 | |
TIME | STRING | |
DATETIMEOFFSET | DATETIMEV2 | |
TIMESTAMP | STRING | |
String |
| VARCHAR(4*N) Important When migrating to SelectDB,
|
| VARCHAR(4*N) Important When migrating to SelectDB,
| |
| STRING | |
| STRING | |
XML | STRING | |
UNIQUEIDENTIFIER | STRING | |
Other | GEOGRAPHY | STRING |
GEOMETRY | STRING | |
| STRING |