You can create a data synchronization task in the Alibaba Cloud Data Transmission Service (DTS) console to synchronize incremental data from a ApsaraDB RDS for MySQL instance to a function in Function Compute in real time or at regular intervals. After that, you can write code in Function Compute to process the synchronized incremental data, such as analyzing and storing the data.
Prerequisites
The source ApsaraDB RDS for MySQL instance is created. For more information, see Create an ApsaraDB RDS for MySQL instance.
The destination service and the function are created and the Handler Type parameter is set to Event Handler for the function. For more information about how to create a function, see Quickly create a function.
Limits
Category | Description |
Limits on the source database |
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Other limits |
|
Special cases |
|
Billing
Synchronization type | Task configuration fee |
Full data synchronization | Free of charge. |
Incremental data synchronization | Charged. For more information, see Billing overview. |
SQL operations that support data synchronization
Operation type | SQL statement |
DML | INSERT, UPDATE, and DELETE |
DDL |
|
Permissions required for database accounts
Database | Required permissions | References |
Source ApsaraDB RDS for MySQL instance | The read permissions on the objects to be synchronized. | Create an account on an ApsaraDB RDS for MySQL instance and Modify the permissions of a standard account on an ApsaraDB RDS for MySQL instance. |
If the source database account that you use is not created and authorized in the ApsaraDB RDS console, make sure that the account has the REPLICATION CLIENT, REPLICATION SLAVE, SHOW VIEW, and SELECT permissions.
Procedure
Go to the Data Synchronization Tasks page.
Log on to the DMS console.
In the top navigation bar, click DTS.
In the left-side navigation pane, choose .
NoteThe actual operation may vary depending on the mode and layout of DMS. For more information, see Simple mode and Customize the layout and style of the DMS console.
You can also go to the Data Synchronization Tasks page of the new DTS console.
From the drop-down list to the right of Data Synchronization Tasks, select the region in which you want to create the data synchronization task.
NoteIf you use the new DTS console, select the region in which you want to create the data synchronization task in the upper-left corner of the page.
Click Create Task. On the Create Task wizard page, configure the source and destination databases.
Section
Parameter
Description
N/A
Task Name
The name of the task. DTS automatically assigns a name to the task. We recommend that you specify a descriptive name that makes it easy to identify the task. You do not need to specify a unique task name.
Source Database
Select an existing DMS database instance. (Optional. If you have not registered a DMS database instance, ignore this option and configure database settings in the section below.)
The database instance that you want to use. You can choose whether to select an existing instance based on your business requirements.
If you select an existing instance, DTS automatically populates the parameters for the database.
If you do not select an existing instance, you must manually configure parameters for the database.
Database Type
The type of the source database. Select MySQL.
Access Method
The access method of the source database. Select Alibaba Cloud Instance.
Instance Region
The region in which the source ApsaraDB RDS for MySQL instance resides.
Replicate Data Across Alibaba Cloud Accounts
Specifies whether to synchronize data across Alibaba Cloud accounts. In this example, No is selected.
RDS Instance ID
The ID of the source ApsaraDB RDS for MySQL instance.
Database Account
The database account of the source ApsaraDB RDS for MySQL instance. For information about the permissions that are required for the account, see the Permissions required for database accounts section of this topic.
Database Password
The password of the database account.
Encryption
Specifies whether to encrypt the connection to the database. Select Non-encrypted or SSL-encrypted based on your business requirements. If you select SSL-encrypted, you must enable SSL encryption for the ApsaraDB RDS for MySQL instance before you configure the data synchronization task. For more information, see Configure the SSL encryption feature.
Destination Database
Select an existing DMS database instance. (Optional. If you have not registered a DMS database instance, ignore this option and configure database settings in the section below.)
The database instance that you want to use. You can choose whether to select an existing instance based on your business requirements.
If you select an existing instance, DTS automatically populates the parameters for the database.
If you do not select an existing instance, you must manually configure parameters for the database.
Database Type
The type of the destination database. Select Function Compute.
Access Method
The access method of the destination database. Select Alibaba Cloud Instance.
Instance Region
The region in which the destination database resides. By default, the value is the same as that of the Instance Region parameter of the source database and cannot be changed.
Service
The name of the service to which the destination function belongs.
Function
The destination function that receives the synchronized data.
Service Version and Alias
The version or alias of the service. Configure this parameter based on your business requirements.
If you select Default Version, the value of the Service Version parameter is fixed to LATEST.
If you select Specified Version, you must configure the Service Version parameter.
If you select Specified Alias, you must configure the Service Alias parameter.
NoteFor more information about the terms of Function Compute, see Terms.
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 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 ensure that the ECS instance can access the database. 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 whitelist of the database to allow DTS to access the database. For more information, see Add the CIDR blocks of DTS servers to the security settings of on-premises databases.
WarningIf the CIDR blocks of DTS servers are automatically or manually added to the whitelist of the database or instance, or to the ECS security group rules, security risks may arise. Therefore, before you use DTS to synchronize 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 ECS security group rules and forbidding unauthorized CIDR blocks, or connecting the database to DTS by using Express Connect, VPN Gateway, or Smart Access Gateway.
Configure the objects to be synchronized and advanced settings.
Parameter
Description
Synchronization Types
By default, Incremental Data Synchronization is selected. If you want to synchronize historical data, you must also select Full Data Synchronization.
Data Format
The format in which the data that is synchronized to the destination function is stored. Only the Canal Json format is supported.
NoteFor more information about the parameters of the Canal JSON format, see the "Canal Json" section of the Data formats of a Kafka cluster topic.
Source Objects
Select one or more objects from the Source Objects section and click the icon to add the objects to the Selected Objects section.
NoteSelect databases or tables as the objects to be synchronized.
Selected Objects
In the Selected Objects section, check the data that you want to synchronize.
NoteTo remove a selected object, select the objects that you want to remove in the Selected Objects section and click the icon.
Click Next: Advanced Settings to configure advanced settings.
Parameter
Description
Select the dedicated cluster used to schedule the task
By default, DTS schedules tasks to shared clusters. You do not need to configure this parameter. You can purchase a dedicated cluster of specified specifications to run DTS synchronization tasks. For more information, see What is a DTS dedicated cluster.
Set Alerts
Specifies whether to configure alerting for the data synchronization task. If the task fails or the synchronization latency exceeds the specified threshold, alert contacts will receive notifications. Valid values:
No: does not configure alerting.
Yes: configures alerting. In this case, you must also configure the alert threshold and alert contacts. For more information, see Configure monitoring and alerting for a new 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 synchronization 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 synchronization task. Otherwise, the data synchronization task fails.
NoteIf you set different retry time ranges for multiple DTS 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.
The wait time before a retry when other issues occur in the source and destination databases.
The retry time range for other issues. For example, if the DDL or DML operations fail to be performed after the data synchronization task is started, DTS immediately retries the operations within the 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 time range, DTS resumes the data synchronization task. Otherwise, the data synchronization task fails.
ImportantThe value of the The wait time before a retry when other issues occur in the source and destination databases parameter must be smaller than the value of the Retry Time for Failed Connection parameter.
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 configure the Queries per second (QPS) to the source database, RPS of Full Data Migration, and BPS of Full Data Migration parameters for full data synchronization tasks to reduce the pressure on the destination database.
NoteThis parameter can be configured only if Full Data Synchronization is selected as Synchronization Types.
Enable Throttling for Incremental Data Synchronization
You can configure the RPS of Incremental Data Migration and BPS of Incremental Data Migration parameters for incremental data synchronization tasks to reduce the pressure on the destination database.
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.
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.
Click Next: Save Task Settings and Precheck in the lower part of the page.
You can move the pointer over Next: Save Task Settings and Precheck and click Preview OpenAPI parameters to view the parameter settings of the API operation that is called to configure the instance.
NoteBefore you can start the data synchronization task, DTS performs a precheck. You can start the data synchronization task only after the task passes the precheck.
If the task fails to pass the precheck, click View Details next to each failed item. After you troubleshoot the issues based on the causes, 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 an 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 the success rate becomes 100%. Then, click Next: Purchase Instance.
On the Purchase Instance page, configure the Billing Method and Instance Class parameters for the data synchronization instance. The following table describes the parameters.
Section
Parameter
Description
New Instance Class
Billing Method
Subscription: You pay for the instance when you create an instance. The subscription billing method is more cost-effective than the pay-as-you-go billing method for long-term use.
Pay-as-you-go: A pay-as-you-go instance is charged on an hourly basis. The pay-as-you-go billing method is suitable for short-term use. If you no longer require a pay-as-you-go instance, you can release the pay-as-you-go instance to reduce costs.
Resource Group
The resource group on which the instance is run. Default value: default resource group. For more information, see What is Resource Management?.
Instance Class
DTS provides various synchronization specifications that provide different performance. The synchronization speed varies based on the synchronization specifications that you select. You can select a synchronization specification based on your business scenario. For more information, see Specifications of data synchronization instances.
Subscription Duration
If you select the subscription billing method, set the subscription duration and the number of instances that you want to create. The subscription duration can be one to nine months, one year, two years, three years, or five years.
NoteThis parameter is available only if you select the Subscription billing method.
Read and select the check box to agree to the Data Transmission Service (Pay-as-you-go) Service Terms.
Click Buy and Start to start the data synchronization task. You can view the progress of the task in the task list.
Formats of data received by the destination function
The data received by the destination function is of the Object type. Incremental data of the source database is stored in the Records field in the array format. Each element in the array indicates a data record of the Object type. The following table describes the fields in the data records of the Object type.
A destination function receives data that records the following two types of SQL operations:
DDL data: operations on data schema changes.
DML data: operations on data management.
Field | Type | Description |
| Boolean | Indicates whether the operation is a DDL operation. Valid values:
|
| String | The type of the SQL operation.
Important During full data synchronization, the value of the field is fixed to INIT. |
| String | The name of the source MySQL database. |
| String | The name of the table in the source MySQL database. |
| String | The name of the primary key contained in the table. |
| Long | The time when the operation is performed on the source database. The value is a 13-bit UNIX timestamp. Unit: millisecond. Note You can use a search engine to obtain a UNIX timestamp converter. |
| Long | The time when the operation starts to be performed on the destination database. The value is a 13-bit UNIX timestamp. Unit: millisecond. Note You can use a search engine to obtain a UNIX timestamp converter. |
| Object Array | The array that contains only one element of the Object type. The key of the element is the column name, and the value of the element is the value contained in the column. |
old | Object Array | The array in which the original data is stored. The format of the field is the same as that of the data field. Important This field is available and has the same format as the |
sql | String |
|
| Int | The serial number of the operation. |
Examples of DDL operations and data received by the destination function
Modify a table
SQL statement
ALTER TABLE `demoTable`
ADD COLUMN `address` varchar(20) NULL AFTER `sex`
;
Data received by the destination function
{
'Records': [{
'type': 'DDL',
'serverId': '27142679',
'es': 1690000000000,
'sql': '/* Query from DMS-WEBSQL-0-Eid_15682857722282385K by user 14xxxxxxxx */ ALTER TABLE `demoDatabase`.`DDL` \n\tADD COLUMN `address` varchar(20) NULL AFTER `sex`',
'database': 'demoDatabase',
'id': 63151,
'isDdl': True,
'table': 'demoTable',
'ts': 1690000000000
}]
}
Examples of DML operations and data received by the destination function
Insert data
SQL statement
INSERT INTO demoTable VALUES("xiaoming", 10, "man");
Data received by the destination function
{
'Records': [{
'data': [{
'sex': 'man',
'name': 'xiaoming',
'age': '10'
}],
'pkNames': ['name'],
'type': 'INSERT',
'serverId': '27142678',
'es': 1690000000000,
'sql': '',
'database': 'demoDatabase',
'sqlType': {
'sex': 253,
'name': 253,
'age': 3
},
'mysqlType': {
'sex': 'varchar',
'name': 'varchar',
'age': 'int'
},
'id': 62051,
'isDdl': False,
'table': 'demoTable',
'ts': 1690000000000
}]
}
Update data
SQL statement
UPDATE `demoDatabase`.`demoTable` SET `age`=11 WHERE `name`='xiaoming';
Data received by the destination function
{
'Records': [{
'data': [{
'sex': 'man',
'name': 'xiaoming',
'age': '11'
}],
'pkNames': ['name'],
'old': [{
'sex': 'man',
'name': 'xiaoming',
'age': '10'
}],
'type': 'UPDATE',
'serverId': '27142679',
'es': 1690000000000,
'sql': '',
'database': 'demoDatabase',
'sqlType': {
'sex': 253,
'name': 253,
'age': 3
},
'mysqlType': {
'sex': 'varchar',
'name': 'varchar',
'age': 'int'
},
'id': 62373,
'isDdl': False,
'table': 'demoTable',
'ts': 1690000000000
}]
}
Delete data
SQL statement
DELETE FROM `demoDatabase`.`demoTable` WHERE `name`='xiaoming';
Data received by the destination function
{
'Records': [{
'data': [{
'sex': 'man',
'name': 'xiaoming',
'age': '11'
}],
'pkNames': ['name'],
'type': 'DELETE',
'serverId': '27142679',
'es': 1690000000000,
'sql': '',
'database': 'demoDatabase',
'sqlType': {
'sex': 253,
'name': 253,
'age': 3
},
'mysqlType': {
'sex': 'varchar',
'name': 'varchar',
'age': 'int'
},
'id': 62635,
'isDdl': False,
'table': 'demoTable',
'ts': 1690000000000
}]
}
References
For more information about data synchronization scenarios, see Overview of data synchronization scenarios.
If a single piece of data to be synchronized is larger than 16 MB, an error is reported for the DTS task. You can modify the objects to be synchronized or use the ETL feature to filter data of large fields. For more information, see Modify the objects to be synchronized.
Write function code based on your business requirements. For more information, see Overview.