Data Transmission Service (DTS) enables you to migrate data from a self-managed SQL Server to AnalyticDB for PostgreSQL for real-time analysis.
Prerequisites
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This data migration task can only be configured in the new console.
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Your self-managed SQL Server database must use a supported version. For more information, see Overview of migration solutions.
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Create the destination AnalyticDB for PostgreSQL instance. For more information, see Create an instance.
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The destination AnalyticDB for PostgreSQL instance must have more available storage space than the self-managed SQL Server database.
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If the source instance meets any of the following conditions, split it into multiple migration 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
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During schema migration, DTS migrates foreign keys from the source database to the destination database.
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During full data migration and incremental data migration, DTS temporarily disables constraint checks and foreign key cascade operations at the session level. Performing cascade update or delete operations on the source database while the task is running may cause data inconsistency.
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Type |
Description |
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Source database limits |
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Other limits |
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Special cases |
If the source instance is an RDS for SQL Server instance, DTS creates an |
Billing
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Migration type |
Instance configuration fee |
Internet traffic fee |
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Schema migration and full data migration |
Free of charge. |
When the Access Method parameter of the destination database is set to Public IP Address, you are charged for Internet traffic. For more information, see Billing overview. |
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Incremental data migration |
Charged. For more information, see Billing overview. |
Migration types
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Schema migration
DTS migrates the schema definitions of the migration objects from the source database to the destination database.
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Supported schema objects include schemas, tables, views, functions, and procedures.
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Unsupported schema objects include 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, system objects, and aggregate functions.
WarningFor heterogeneous database migrations, data types may not map directly. Carefully evaluate the business impact of data type mappings. For more information, see Data type mapping for heterogeneous databases.
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Full migration
DTS migrates all historical data of the specified migration objects from the source database to the destination database.
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Incremental migration
After a full migration is complete, DTS migrates incremental data updates from the source database to the destination database. Incremental migration lets you smoothly migrate data without interrupting your self-managed applications.
SQL operations for incremental migration
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Type |
SQL statement |
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DML |
Note
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DDL |
Note
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Database account permissions
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Database |
Schema migration |
Full migration |
Incremental migration |
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Self-managed SQL Server database |
SELECT permission |
SELECT permission |
sysadmin |
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AnalyticDB for PostgreSQL instance |
Note
You can also use the initial account of the AnalyticDB for PostgreSQL instance. |
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To learn more about creating and granting permissions for database accounts, see the following topics:
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Self-managed SQL Server database: CREATE USER and GRANT (Transact-SQL).
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AnalyticDB for PostgreSQL instance: Create and manage a database account and Manage users and permissions.
Prerequisites
To perform an incremental migration, you must configure log settings and create clustered indexes on your self-managed SQL Server database before configuring the data migration task.
If you need to migrate multiple databases, you must repeat steps 1 through 3 for each database. Failure to do so may result in data inconsistency.
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Run the following command on your self-managed SQL Server database to change the recovery model of the source database to the full recovery model.
use master; GO ALTER DATABASE <database_name> SET RECOVERY FULL WITH ROLLBACK IMMEDIATE; GOParameters:
<database_name>: The name of the source database.
Example:
use master; GO ALTER DATABASE mytestdata SET RECOVERY FULL WITH ROLLBACK IMMEDIATE; GO -
Run the following command to create a logical backup of the source database. You can skip this step if a logical backup already exists.
BACKUP DATABASE <database_name> TO DISK='<physical_backup_device_name>'; GOParameters:
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<database_name>: The name of the source database.
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<physical_backup_device_name>: The path and filename for the backup file.
Example:
BACKUP DATABASE mytestdata TO DISK='D:\backup\dbdata.bak'; GO -
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Run the following command to back up the transaction log of the source database.
BACKUP LOG <database_name> to DISK='<physical_backup_device_name>' WITH init; GOParameters:
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<database_name>: The name of the source database.
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<physical_backup_device_name>: The path and filename for the backup file.
Example:
BACKUP LOG mytestdata TO DISK='D:\backup\dblog.bak' WITH init; GO -
Procedure
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Navigate to the migration task list page for the destination region using one of the following methods.
From the DTS console
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Log on to the Data Transmission Service (DTS) console.
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In the navigation pane on the left, click Data Migration.
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In the upper-left corner of the page, select the region where the migration instance is located.
From the DMS console
NoteThe actual operations may vary based on the mode and layout of the DMS console. For more information, see Simple mode console and Customize the layout and style of the DMS console.
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Log on to the Data Management (DMS) console.
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In the top menu bar, choose .
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To the right of Data Migration Tasks, select the region where the migration instance is located.
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Click Create Task to navigate to the task configuration page.
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Configure the source and destination databases.
WarningAfter you select the source and destination instances, we recommend that you carefully read the limits displayed at the top of the page. Otherwise, the task may fail or data inconsistency may occur.
Category
Parameter
Description
N/A
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
Database Type
Select SQL Server.
Connection Type
Select Self-managed Database on ECS.
NoteIf you select a self-managed database on ECS, you must complete the required preparations. For more information, see Preparation overview.
Instance Region
Select the region where the self-managed SQL Server database is located.
ECS Instance ID
Enter the instance ID of the Elastic Compute Service (ECS) instance that hosts the self-managed SQL Server database.
Port Number
Enter the service port number of the self-managed SQL Server database. The default value is 1433.
Database Account
Enter the database account of the self-managed SQL Server. For information about the required permissions, see Permissions required for database accounts.
Database Password
Enter the password for the database account.
Encryption
Select Non-encrypted or SSL-encrypted based on your business requirements.
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If SSL encryption is disabled for the source database, select Non-encrypted.
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If SSL encryption is enabled for the source database, select SSL-encrypted. By default, DTS trusts the server certificate.
Destination Database
Database Type
Select AnalyticDB for PostgreSQL.
Connection Type
Select Alibaba Cloud Instance.
Instance Region
Select the region where the destination AnalyticDB for PostgreSQL instance is located.
Instance ID
Select the instance ID of the destination AnalyticDB for PostgreSQL instance.
Database Name
Enter the name of the database that contains the migration objects in the destination AnalyticDB for PostgreSQL instance.
Database Account
Enter the database account of the destination AnalyticDB for PostgreSQL instance. For information about the required permissions, see Permissions required for database accounts.
Database Password
Enter the password for the database account.
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After you complete the configuration, click Test Connectivity and Proceed at the bottom of the page. In the CIDR Blocks of DTS Servers dialog box that appears, click Test Connectivity.
NoteEnsure that the IP address segments of the DTS service are automatically or manually added to the security settings of the source and destination databases to allow access from DTS servers. For more information, see Add DTS server IP addresses to a whitelist.
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Configure the task objects.
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On the Configure Objects page, configure the objects that you want to migrate.
Parameter
Description
Migration Types
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If you only need to perform a full migration, select both Schema Migration and Full Data Migration.
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To perform a migration with no downtime, select Schema Migration, Full Data Migration, and Incremental Data Migration.
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If you do not select Schema Migration, you must ensure that a database and tables to receive the data exist in the destination database. You can also use the object name mapping feature in the Selected Objects box as needed.
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If you do not select Incremental Data Migration, do not write new data to the source instance during data migration to ensure data consistency.
Processing Mode for Existing Destination Tables
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Precheck and Report Errors: Checks whether tables with the same names exist in the destination database. If no tables with the same names exist, the precheck is passed. If tables with the same names exist, an error is reported during the precheck, and the data migration task does not start.
NoteIf a table in the destination database has the same name but cannot be easily deleted or renamed, you can change the name of the table in the destination database. For more information, see Object name mapping.
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Ignore Errors and Proceed: Skips the check for tables with the same names.
WarningSelecting Ignore Errors and Proceed may cause data inconsistency and business risks. For example:
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If the table schemas are consistent and a record in the destination database has the same primary key value as a record in the source database:
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During full migration, DTS keeps the record in the destination database. The record from the source database is not migrated.
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During incremental migration, DTS does not keep the record in the destination database. The record from the source database overwrites the record in the destination database.
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If the table schemas are inconsistent, only some columns of data may be migrated, or the migration may fail. Proceed with caution.
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SQL Server Incremental Synchronization Mode
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Log-based Parsing for Non-heap Tables and CDC-based Incremental Synchronization for Heap Tables (Hybrid Log-based Parsing):
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Advantages:
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Supports scenarios that involve source heap tables, tables without primary keys, compressed tables, or tables with computed columns.
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Provides high link stability. This mode can obtain complete DDL statements and supports a wide range of DDL scenarios.
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Disadvantages:
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DTS creates the `dts_cdc_sync_ddl` trigger, the `dts_sync_progress` heartbeat table, and the `dts_cdc_ddl_history` DDL storage table in the source database. It also enables database-level CDC and CDC for some tables.
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You cannot execute `SELECT INTO`, `TRUNCATE`, or `RENAME COLUMN` statements on tables with CDC enabled in the source database. You cannot manually delete triggers created by DTS in the source database.
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Incremental Synchronization Based on Logs of Source Database (Heap tables are not supported):
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Advantage:
This mode is non-intrusive to the source database.
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Disadvantage:
This mode does not support scenarios that involve source heap tables, tables without primary keys, compressed tables, or tables with computed columns.
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Polling and querying CDC instances for incremental synchronization:
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Advantages:
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Supports full and incremental migration 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.
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This mode uses the native CDC component of SQL Server to obtain incremental data, which improves the stability of incremental migration and reduces network bandwidth usage.
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Disadvantages:
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The source database account used by the DTS instance must have the permissions to enable CDC. Incremental data migration has a latency of about 10 seconds.
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When you migrate multiple tables across multiple databases, you may encounter stability and performance issues.
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NoteThis parameter is available only if you select Migration Types for Incremental Data Migration.
The maximum number of tables for which CDC is enabled that DTS supports.
You can set a limit on the number of CDC-enabled tables for the current migration instance based on your business requirements. 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).
Select DDL and DML to Sync at the Instance Level
Select the SQL operations for incremental data migration at the instance level. For information about supported operations, see Supported SQL operations for incremental migration.
NoteTo select SQL operations for incremental migration at the database or table level, right-click a migration object in the Selected Objects box and select the desired SQL operations.
Storage Engine Type
Select a storage engine for the destination tables based on your business requirements. The default value is Beam.
NoteThis parameter is available only if the destination AnalyticDB for PostgreSQL instance has a kernel version of v7.0.6.6 or later and you selected Migration Types for the Schema Migration parameter.
Source Objects
In the Source Objects box, click the objects to migrate, and then click
to move them to the Selected Objects box.NoteThis scenario is a migration between heterogeneous databases. Therefore, the granularity for selecting migration objects is table. Other objects such as views, triggers, and stored procedures are not migrated to the destination database.
Selected Objects
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To change the name of a single migration object in the target instance, right-click the object in the Selected Objects box. For more information, see Map individual schema, table, and column names.
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To change the names of multiple migration objects in the target instance, click Selected Objects in the upper-right corner of the Batch Edit box. For more information, see Map multiple schema, table, and column names.
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If you use the object name mapping feature, other objects that depend on the renamed object might fail to migrate.
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To filter data by using WHERE conditions, right-click a table to migrate in the Selected Objects pane and specify the filter conditions in the dialog box that appears. For more information, see Set filter conditions.
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To select the SQL operations for migration at the database or table level, right-click a migration object in the Selected Objects pane and select the required SQL operations in the dialog box that appears.
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Click Next: Advanced Settings to configure advanced parameters.
Parameter
Description
Dedicated Cluster for Task Scheduling
By default, DTS schedules tasks on a shared cluster. You do not need to select one. If you want more stable tasks, you can purchase a dedicated cluster to run DTS migration tasks.
Retry Time for Failed Connections
After the migration task starts, if the connection to the source or destination database fails, 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 1440 minutes. We recommend that you set the duration to more than 30 minutes. If DTS reconnects to the source and destination databases within the specified duration, the migration task automatically resumes. Otherwise, the task fails.
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For multiple DTS instances that share the same source or destination, the network retry time is determined by the setting of the last created task.
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Because you are charged for the task during the connection retry period, we recommend that you customize the retry time based on your business needs, or release the DTS instance as soon as possible after the source and destination database instances are released.
Retry Time for Other Issues
After the migration task starts, if a non-connectivity issue, such as a DDL or DML execution exception, occurs in the source or destination database, DTS reports an error and immediately begins to retry the operation. The default retry duration is 10 minutes. You can customize the retry time to a value from 1 to 1440 minutes. We recommend that you set the duration to more than 10 minutes. If the related operations succeed within the specified retry duration, the migration task automatically resumes. Otherwise, the task fails.
ImportantThe value of Retry Time for Other Issues must be less than the value of Retry Time for Failed Connections.
Enable Throttling for Full Data Migration
During full migration, DTS consumes read and write resources on the source and destination databases, which may increase the database load. If required, you can enable throttling for the full migration task. You can set Queries per second (QPS) to the source database, RPS of Full Data Migration, and Data migration speed for full migration (MB/s) to reduce the load on the destination database.
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This configuration item is available only if you select Full Data Migration for Migration Types.
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You can also adjust the full migration speed after the migration instance is running.
Enable Throttling for Incremental Data Migration
If required, you can also choose to set speed limits for the incremental migration task. You can set RPS of Incremental Data Migration and Data migration speed for incremental migration (MB/s) to reduce the load on the destination database.
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This configuration item is available only if you select Incremental Data Migration for Migration Types.
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You can also adjust the incremental migration speed after the migration instance is running.
Environment Tag
You can select an environment tag to identify the instance based on your business requirements. This is not required for this example.
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
Select whether to set alerts and receive alert notifications based on your business needs.
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No: Does not set an alert.
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Yes: Configure alerts by setting an alert threshold and an alert contact. If a migration fails or the latency exceeds the threshold, the system sends an alert notification.
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Click Next: Data Validation to configure a data validation task.
For more information about the data validation feature, see Configure data validation.
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Optional: After completing the preceding configurations, click Next: Configure Database and Table Fields to set the Type, Primary Key Column, and Distribution Key for the tables to be migrated in the destination AnalyticDB for PostgreSQL instance.
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This step is available only if you select Migration Types for Schema Migration when you configure migration objects. To make modifications, you can set Definition Status to All.
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You can select multiple columns for the Primary Key Column to form a composite primary key. You must also select one or more columns from the Primary Key Column to serve as the Distribution Key. For more information, see Manage data tables and Table distribution.
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Save the task and run a precheck.
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To view the parameters for configuring this instance when you call the API operation, move the pointer over the Next: Save Task Settings and Precheck button and click Preview OpenAPI parameters in the bubble that appears.
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If you do not need to view or have finished viewing the API parameters, click Next: Save Task Settings and Precheck at the bottom of the page.
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Before the migration task starts, DTS performs a precheck. The task starts only after it passes the precheck.
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If the precheck fails, click View Details next to the failed check item, fix the issue based on the prompt, and then run the precheck again.
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If a warning is reported during the precheck:
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For check items that cannot be ignored, click View Details next to the failed item, fix the issue based on the prompt, and then run the precheck again.
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For check items that can be ignored, you can click Confirm Alert Details, Ignore, OK, and Precheck Again to skip the alert item and run the precheck again. If you choose to ignore a warning, it may cause issues such as data inconsistency and pose risks to your business.
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Purchase the instance.
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When the Success Rate is 100%, click Next: Purchase Instance.
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On the Purchase page, select the link specification for the data migration instance. For more information, see the following table.
Category
Parameter
Description
New Instance Class
Resource Group Settings
Select the resource group to which the instance belongs. The default value is default resource group. For more information, see What is Resource Management?
Instance Class
DTS provides migration specifications with different performance levels. The link specification affects the migration speed. You can select a specification based on your business scenario. For more information, see Data migration link specifications.
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After the configuration is complete, read and select Data Transmission Service (Pay-as-you-go) Service Terms.
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Click Buy and Start. In the OK dialog box that appears, click OK.
You can view the progress of the migration task on the Data Migration Tasks list page.
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If the migration task does not include incremental migration, it stops automatically after the full migration is complete. After the task stops, its Status changes to Completed.
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If the migration task includes incremental migration, it does not stop automatically. The incremental migration task continues to run. While the incremental migration task is running, the Status of the task is Running.
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