Data Transmission Service (DTS) allows you to migrate data from an ApsaraDB RDS for SQL Server instance to an AnalyticDB for PostgreSQL instance with ease. AnalyticDB for PostgreSQL provides the online data analysis and offline data processing features. You can use these features to analyze and process enterprise data in real time with high performance and explore online data.
Prerequisites
The database version of the source ApsaraDB RDS for SQL Server instance is supported by DTS. For information about the supported versions of the source and destination databases, see Overview of data migration scenarios.
A destination AnalyticDB for PostgreSQL instance is created. The available storage space of the destination AnalyticDB for PostgreSQL instance is larger than the total size of the data in the source ApsaraDB RDS for SQL Server instance. For more information, see Create an instance.
A database is created in the destination AnalyticDB for PostgreSQL instance to receive data. For more information, see the CREATE DATABASE section of the "SQL syntax" topic.
If the source ApsaraDB RDS for SQL Server instance meets one of the following conditions, we recommend that you split the migration task into multiple subtasks:
The source instance contains more than 10 databases.
A single database of the source instance backs up its logs at an interval of less than 1 hour.
A single database of the source instance executes more than 100 DDL statements each hour.
Logs are written at a rate of 20 MB/s for a single database of the source instance.
The change data capture (CDC) feature needs to be enabled for more than 1,000 tables in the source ApsaraDB RDS for SQL Server instance.
Limits
During schema migration, DTS migrates foreign keys from the source database to the destination database.
During full data migration and incremental data migration, DTS temporarily disables the constraint check and cascade operations on foreign keys at the session level. If you perform the cascade update and delete operations on the source database during data migration, data inconsistency may occur.
Limit type | Description |
Limits on the source database |
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Other limits |
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Special cases | If the source instance is an ApsaraDB RDS for SQL Server instance, DTS automatically creates an account named |
Billing
Migration type | Task configuration fee | Internet traffic fee |
Schema migration and full data migration | Free of charge. | Free of charge in this example. |
Incremental data migration | Charged. For more information, see Billing overview. |
Migration types
- Schema migration
DTS migrates the schemas of the selected objects from the source database to the destination database.
- DTS supports schema migration for the following types of objects: schema, table, view, function, and procedure.
- DTS does not migrate the schemas of assemblies, service brokers, full-text indexes, full-text catalogs, distributed schemas, distributed functions, Common Language Runtime (CLR) stored procedures, CLR scalar-valued functions, CLR table-valued functions, internal tables, systems, or aggregate functions.
Warning SQL Server and AnalyticDB for PostgreSQL are heterogeneous databases. The data types that they support do not have one-to-one correspondence. We recommend that you evaluate the impact of data type mappings on your business. For more information, see Data type mappings between heterogeneous databases. Full data migration
DTS migrates the historical data of required objects from the source database to the destination database.
Incremental data migration
After full data migration is completed, DTS migrates incremental data from the source database to the destination database. Incremental data migration allows data to be migrated smoothly without interrupting the services of self-managed applications during data migration.
SQL operations that can be incrementally migrated
Operation type | SQL statement |
DML | INSERT, UPDATE, and DELETE |
DDL |
Note
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Permissions required for database accounts
Database | Schema migration | Full data migration | Incremental data migration |
Source ApsaraDB RDS for SQL Server instance | The read and write permissions | The read and write permissions | The owner permissions |
Destination AnalyticDB for PostgreSQL instance |
Note You can also use the initial database account of the AnalyticDB for PostgreSQL instance or the database account that has the RDS_SUPERUSER permission. |
For more information about how to create a database account and grant permissions to the database account, see the following topics:
ApdaraDB RDS for SQL Server instances: Create a privileged account or a standard account and Modify the permissions of an account
AnalyticDB for PostgreSQL instances: Create a database account and Manage users and permissions
Procedure
Go to the Data Migration Tasks page.
Log on to the Data Management (DMS) console.
In the top navigation bar, move the pointer over DTS.
Choose .
NoteThe actual operations may vary based on the mode and layout of the DMS console. For more information, see Simple mode and Customize the layout and style of the DMS console.
You can also go to the Data Migration page of the new DTS console.
From the drop-down list on the right side of Data Migration Tasks, select the region in which your data migration instance resides.
NoteIf you use the new DTS console, you must select the region in which the data migration instance resides in the upper-left corner.
Click Create Task. On the Create Task wizard, configure the source and destination databases. The following table describes the parameters.
Section
Parameter
Description
N/A
Task Name
The name of the task. DTS automatically generates a task name. We recommend that you specify an informative name 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 use 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 SQL Server.
Access Method
The access method of the source database. Select Alibaba Cloud Instance.
Instance Region
The region in which the source ApsaraDB RDS for SQL Server 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 SQL Server instance.
Database Account
The database account of the source ApsaraDB RDS for SQL Server 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 that is used to access the database instance.
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 use 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 AnalyticDB for PostgreSQL.
Access Method
The access method of the destination database. Select Alibaba Cloud Instance.
Instance Region
The region in which the destination AnalyticDB for PostgreSQL instance resides.
Instance ID
The ID of the destination AnalyticDB for PostgreSQL instance.
Database Name
The name of the database that is used to receive the objects to be migrated in the destination AnalyticDB for PostgreSQL instance.
Database Account
The database account of the destination AnalyticDB for PostgreSQL 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 that is used to access the database instance.
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 topic.
WarningIf the public CIDR blocks of DTS servers are automatically or manually added to the 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 username and password, limiting the ports that are exposed, authenticating API calls, regularly checking the whitelist or security group rules and forbidding unauthorized CIDR blocks, or connecting the database instance to DTS by using Express Connect, VPN Gateway, or Smart Access Gateway.
Configure the objects to be migrated and the 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.
NoteIf 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.
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:
This mode supports heap tables, tables without primary keys, compressed tables, and tables with computed columns.
This mode provides higher stability and a variety of complete DDL statements.
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 and enables change data capture (CDC) for the source database and specific tables.
You cannot execute the SELECT INTO or TRUNCATE statement on tables with CDC 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 does not modify the settings of the source database.
Disadvantages:
This mode does not support heap tables, tables without primary keys, compressed tables, or tables with computed columns.
Select Polling and querying CDC instances for incremental synchronization.
Advantages:
Full or incremental migration is supported when the source database is Amazon RDS SQL Server, Azure SQL Database, or Google Cloud SQL for SQL Server.
If you use the native CDC component of SQL Server to obtain incremental data, incremental migration is more stable and occupies less network bandwidth.
Disadvantages:
The source database account that is used by the DTS instance must have the permission to enable CDC. Incremental data migration takes about 10 seconds.
If you configure a task to migrate multiple tables in multiple databases, stability and performance issues may occur.
NoteThis parameter is available only if you select Full Data Migration as Migration Types.
DDL and DML Operations to Be Synchronized
The SQL operations that you want to migrate at the instance level. For information about the supported SQL operations, see the SQL operations that can be incrementally migrated section of this topic.
NoteTo select the SQL operations performed on a specific database or table, right-click an object in the Selected Objects section. In the dialog box that appears, select the SQL operations that you want to incrementally migrate.
Processing Mode of Conflicting Tables
Precheck and Report Errors: checks whether the destination database contains tables that use 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.
NoteIf the source and destination databases contain tables with identical names and the tables in the destination database cannot be deleted or renamed, you can use the object name mapping feature to rename the tables that are migrated to the destination database. For more information, see Map object names.
Ignore Errors and Proceed: skips the precheck for identical table names in the source and destination databases.
WarningIf 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 schema, and a data record has the same primary key as an existing data record in the destination database, the following scenarios may occur:
During full data migration, DTS does not migrate the data record to the destination database. The existing data record in the destination database is retained.
During incremental data migration, DTS migrates the data record to the destination database. The existing data record in the destination database is overwritten.
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 of 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. Click the icon to add the objects to the Selected Objects section.
NoteIn this scenario, data migration is performed between heterogeneous databases. Therefore, only tables can be migrated. Other objects such as views, triggers, or stored procedures are not migrated to the destination database.
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.
NoteIf you use the object name mapping feature to rename an object, other objects that are dependent on the object may fail to be migrated.
To specify WHERE conditions to filter data, right-click a table in the Selected Objects section. In the dialog box that appears, specify the conditions. For more information, see Specify filter conditions.
To incrementally migrate SQL operations performed on a specific database or table, right-click the object in the Selected Objects section. In the dialog box that appears, select the SQL operations that you want to incrementally migrate. For more information, see the SQL operations that can be incrementally migrated section of this topic.
Click Next: Advanced Settings to configure advanced settings.
Data Verification Settings
For more information about how to configure the data verification feature, see Configure a data verification task.
Advanced Settings
Parameter
Description
Dedicated Cluster for Task Scheduling
By default, DTS schedules the data migration task to the shared cluster if you do not specify a dedicated cluster. If you want to improve the stability of data migration tasks, purchase a dedicated cluster. 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 receive notifications. Valid values:
No: does not configure alerting.
Yes: configures alerting. In this case, you must also configure the alert threshold and alert notification settings. For more information, see Configure monitoring and alerting when you create a DTS task.
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 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 reconnects to the source and destination databases within the specified time range, DTS resumes the data migration task. Otherwise, the data migration task fails.Note- If you set different retry time ranges for multiple data migration tasks that have the same source or destination database, the shortest retry time range that is set 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.
Retry Time for Other Issues
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 change tracking task fails.
ImportantThe value of the Retry Time for Other Issues 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.
NoteYou can configure this parameter only if you select Full Data Migration for the Migration Types parameter.
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.
NoteYou can configure this parameter only if you select Incremental Data Migration for the Migration Types parameter.
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, no environment tag is selected.
Enclose Object Names in Quotation Marks
Specify whether to enclose object names in quotation marks.
If you select Yes, DTS automatically encloses the names of schemas, tables, and columns that meet specific requirements in single quotation marks (') or double quotation marks (") during schema migration and incremental data migration in the following scenarios:
The business environment of the source database is case-sensitive, and the database name contains both uppercase and lowercase letters.
A source table name does not start with a letter and contains characters other than letters, digits, and special characters.
NoteA source table name can contain only the following special characters: underscores (_), number signs (#), and dollar signs ($).
The names of the schemas, tables, or columns that you want to migrate are keywords, reserved keywords, or invalid characters in the destination database.
If you select No, DTS does not enclose object names in quotation marks.
Configure ETL
Specifies whether to enable the extract, transform, and load (ETL) feature. For more information, see What is ETL? Valid values:
Yes: configures the ETL feature. You can enter data processing statements in the code editor. For more information, see Configure ETL in a data migration or data synchronization task.
No: does not configure the ETL feature.
Optional. Click Next: Configure Database and Table Fields to configure the Type, Primary Key Column, and Distribution Key parameters for the tables that you want to migrate to the AnalyticDB for PostgreSQL instance.
NoteThis step is available only if you select Schema Migration as Migration Types when you configure the objects to be migrated for the task. You can set the Definition Status parameter to All and modify the database and table fields.
In the Primary Key Column field, you can specify multiple columns to form a composite primary key. In this case, you must specify one or more Primary Key Column as the Distribution Key columns. For more information, see Manage tables and Define table distribution.
In the lower part of the page, click Next: Save Task Settings and Precheck.
You can move the pointer over Next: Save Task Settings and Precheck and click Preview OpenAPI parameters to view the parameters to be specified when you call the relevant API operation to configure the DTS task.
NoteBefore 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 analyze the causes based on the check results, troubleshoot the issues. Then, run a precheck again.
If an alert is triggered for an item during the precheck:
If an 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.
Wait until Success Rate becomes 100%. Then, click Next: Purchase Instance.
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 Settings
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.
Read and agree to Data Transmission Service (Pay-as-you-go) Service Terms by selecting the check box.
Click Buy and Start. In the dialog box that appears, click OK.
You can view the progress of the task in the task list.