This topic describes how to use Data Transmission Service (DTS) to migrate data from a PolarDB-X 1.0 instance to an Elasticsearch cluster.
Prerequisites
-
You have a source PolarDB-X 1.0 instance. For more information, see Create a PolarDB-X 1.0 instance.
NoteThe PolarDB-X 1.0 instance must use ApsaraDB RDS for MySQL as its storage type. This includes both privately customized and separately purchased RDS instances. PolarDB for MySQL is not supported.
-
You have a destination Elasticsearch cluster. For more information, see Create an Alibaba Cloud Elasticsearch cluster.
-
The available storage space on the destination Elasticsearch cluster must exceed the total data size of the source PolarDB-X 1.0 instance.
Notes
Type | Description |
Source database limitations |
|
Other limitations |
|
Additional considerations | DTS periodically updates the |
Billing
Billing
|
Migration type |
Instance configuration fee |
Internet traffic fee |
|
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. |
|
Incremental data migration |
Charged. For more information, see Billing overview. |
Migration types
-
Schema migration
DTS migrates the schema definitions of the migration objects from the source database to the destination database.
-
Full migration
DTS migrates all historical data of the specified migration objects from the source database to the destination database.
-
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
|
Type |
SQL statement |
|
DML |
INSERT, UPDATE, and DELETE Note
Using an UPDATE statement to remove a column is not a supported operation. |
Database account permissions
|
Database |
Schema migration |
Full migration |
Incremental migration |
|
PolarDB-X instance |
SELECT |
SELECT |
Read and write permissions on the objects to migrate. Note
For more information, see Manage accounts. |
|
Elasticsearch instance |
The database account must have read and write permissions. This account is typically elastic. |
||
Data type mapping
A source database and an Elasticsearch instance support different data types that cannot always be mapped directly. During structure initialization, DTS maps data types based on those supported by the target Elasticsearch instance. For more information, see Data type mapping for structure initialization.
NoteDuring the DTS schema migration process, DTS does not set the
dynamicparameter inmapping. The behavior of this parameter depends on the settings of your Elasticsearch instance. If your source data is of the JSON type, you must ensure that for a specific key, its corresponding values have the same data type across all rows in a table. Otherwise, DTS may encounter synchronization issues. For more information, see dynamic.The mapping between Elasticsearch and a relational database varies by Elasticsearch version.
ImportantStarting with Elasticsearch 7.0, an index no longer supports multiple types, and types were completely removed in Elasticsearch 8.0. By default, when you configure a synchronization or migration task, DTS maps a table from a relational database to an index in Elasticsearch. You can change this mapping when you configure the objects to synchronize or migrate.
Elasticsearch 7.0 and later
Elasticsearch
Relational database
index
table
document
row
field
column
mapping
schema
Versions before Elasticsearch 7.0
Elasticsearch
Relational database
index
database
type
table
document
row
field
column
mapping
schema
Procedure
-
Navigate to the migration task list page for the destination region using one of the following methods.
From the DTS console
-
Log on to the Data Transmission Service (DTS) console.
-
In the navigation pane on the left, click Data Migration.
-
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.
-
Log on to the Data Management (DMS) console.
-
In the top menu bar, choose .
-
To the right of Data Migration Tasks, select the region where the migration instance is located.
-
-
Click Create Task to navigate to the task configuration page.
-
Configure the source and destination databases.
Section
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
Select Existing Connection
-
To use a database instance that has been added to the system (created or saved), select the desired database instance from the drop-down list. The database information below will be automatically configured.
NoteIn the DMS console, this parameter is named Select a DMS database instance..
-
If you have not registered the database instance with the system, or do not need to use a registered instance, manually configure the database information below.
Database Type
Select PolarDB-X 1.0.
Connection Type
Select Alibaba Cloud Instance.
Instance Region
Select the region where the source PolarDB-X 1.0 instance is located.
Replicate Data Across Alibaba Cloud Accounts
This topic uses a data migration task within the same Alibaba Cloud account as an example. Select No.
RDS Instance ID
Select the ID of the source PolarDB-X 1.0 instance.
Database Account
Enter the database account for the source PolarDB-X 1.0 instance. For information about the required permissions, see Permissions required for database accounts.
Database Password
Enter the password for the database account.
Destination Database
Select Existing Connection
-
To use a database instance that has been added to the system (created or saved), select the desired database instance from the drop-down list. The database information below will be automatically configured.
NoteIn the DMS console, this parameter is named Select a DMS database instance..
-
If you have not registered the database instance with the system, or do not need to use a registered instance, manually configure the database information below.
Database Type
Select Elasticsearch.
Connection Type
Select Alibaba Cloud Instance.
Instance Region
Select the region where the destination Elasticsearch instance is located.
Type
Select Cluster or Serverless based on your business requirements.
Instance ID
Select the ID of the destination Elasticsearch instance.
Database Account
Enter the account for your Elasticsearch instance. This is the Username that you specified when you created the instance. The default account is elastic.
Database Password
Enter the password for the database account.
Encryption
Select HTTP or HTTPS as needed.
-
-
After you complete the configuration, click Test Connectivity and Proceed at the bottom of the page.
Note-
Ensure that the IP address segment of the DTS service is 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.
-
If the source or destination database is a self-managed database (the Access Method is not Alibaba Cloud Instance), you must also click Test Connectivity in the CIDR Blocks of DTS Servers dialog box that appears.
-
-
Configure the task objects.
-
On the Configure Objects page, configure the objects that you want to migrate.
Parameter
Description
Synchronization Type
-
If you only need to perform a full migration, select both Schema Migration and Full Data Migration.
-
To perform a migration with no downtime, select Schema Migration, Full Data Migration, and Incremental Data Migration.
Note-
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.
-
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
-
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.
-
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:
-
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:
-
During full migration, DTS keeps the record in the destination database. The record from the source database is not migrated.
-
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.
-
-
If the table schemas are inconsistent, only some columns of data may be migrated, or the migration may fail. Proceed with caution.
-
Index Name
-
If you select Table Name, the index created in the destination Elasticsearch instance uses the same name as the source table.
-
If you select Database Name_Table Name, the index created in the destination Elasticsearch instance is named in the
database_name_table_nameformat.
NoteThe index name mapping configuration takes effect for all tables.
Case Policy for Destination Object Names
You can configure the case sensitivity of database, table, and column names for the migrated objects in the destination instance. By default, DTS default policy is selected. You can also choose to align with the default policies of the source or destination database. For more information, see Case sensitivity of object names in the destination database.
Source Objects
In the Source Objects box, click the objects to migrate, and then click
to move them to the Selected Objects box.NoteSelect objects to migrate at the table level. If you select an entire database, any changes to add or delete tables in that database will not be migrated to the destination.
Selected Objects
-
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.
-
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.
Note-
Only underscores (_) are supported as special characters in index and type names.
-
If you use the object name mapping feature, other objects that depend on the renamed object may fail to be migrated.
-
To filter data by using WHERE conditions, right-click a table in the Selected Objects box and specify the filter conditions in the dialog box that appears. For more information, see Set filter conditions.
-
To select the SQL operations to be migrated at the database or table level, right-click a migration object in the Selected Objects box and select the desired SQL operations in the dialog box that appears.
-
-
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.
Note-
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.
-
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.
Note-
This configuration item is available only if you select Full Data Migration for Migration Types.
-
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.
Note-
This configuration item is available only if you select Incremental Data Migration for Migration Types.
-
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. For this example, no tag is needed.
Shard Configuration
Set the number of primary shards and replica shards for the index based on the maximum shard configuration of the indexes in the destination Elasticsearch cluster.
String Index
The method used to index strings in the destination Elasticsearch instance.
-
analyzed: The string is analyzed and then indexed. You also need to select a specific analyzer. For more information about analyzer types and their functions, see Analyzers.
-
not analyzed: The string is indexed with its original value without analysis.
-
no: The string is not indexed.
Time Zone
When DTS migrates time-related data types such as DATETIME and TIMESTAMP to the destination Elasticsearch instance, you can select a time zone for the data.
NoteIf this type of data in the destination instance does not require a time zone, you must set the document type (type) for this data type in the destination instance in advance.
DOCID
By default, the DOCID is the primary key of the table. If the table does not have a primary key, the DOCID is an ID column automatically generated by Elasticsearch.
Configure ETL
Based on your business needs, select whether to configure the ETL feature to process data.
-
Yes: Configures the ETL feature. You must also enter data processing statements in the text box.
-
No: Does not configure the ETL feature.
Monitoring and Alerting
Select whether to set alerts and receive alert notifications based on your business needs.
-
No: Does not set an alert.
-
Yes: Configure alerts by setting an alert threshold and an alert notifications. If a migration fails or the latency exceeds the threshold, the system sends an alert notification.
-
-
After you complete the settings, click Next: Configure Database and Table Fields. On the next page, set the _routing policy and _id value for the tables to be migrated to the destination Elasticsearch cluster.
Type
Description
Set _routing
The _routing feature allows you to route documents to a specific shard in the destination Elasticsearch instance. For more information, see _routing.
-
If you select Yes, you can specify custom columns for routing.
-
If you select No, the _id value is used for routing.
NoteIf the destination Elasticsearch instance is version 7.x, you must select No.
_routing Column
Select the column to use for routing.
NoteThis parameter is required only if you select Yes for Set _routing.
Value of _id
Select the column to use as the document ID.
-
-
-
Save the task and run a precheck.
-
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.
-
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.
Note-
Before the migration task starts, DTS performs a precheck. The task starts only after it passes the precheck.
-
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.
-
If a warning is reported during the precheck:
-
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.
-
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.
-
-
-
Purchase the instance.
-
When the Success Rate is 100%, click Next: Purchase Instance.
-
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.
-
After the configuration is complete, read and select Data Transmission Service (Pay-as-you-go) Service Terms.
-
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.
Note-
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.
-
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.
-
-