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Data Transmission Service:Migrate data from a self-managed Redis database to a Tair instance

Last Updated:Dec 04, 2024

This topic describes how to migrate data from a self-managed Redis database to a Tair instance by using Data Transmission Service (DTS). DTS supports full data migration and incremental data migration. When you migrate data from a self-managed Redis database to Alibaba Cloud, you can select the two migration types to ensure service continuity.

Prerequisites

  • A self-managed Redis database and a Tair instance are created. For more information about how to create a Tair instance, see Step 1: Create a Tair instance.

    Note
    • DTS supports only Tair instances for which the direct connection mode is enabled.

    • DTS also allows you to migrate data from an Tair (Redis OSS-Compatible) instance to a Tair instance or between Tair instances. You can refer to the procedure that is described in this topic to configure the migration task.

  • The engine version of the self-managed Redis database is 2.8, 3.0, 3.2, 4.0, 5.0, or 6.0.

  • The PSYNC or SYNC command can be run on the self-managed Redis database.

  • The available storage space of the destination Tair instance is larger than the total size of the data in the source self-managed Redis database.

Limits

Category

Description

Limits on the source database

  • Bandwidth requirements: The server on which the source database is deployed must have sufficient outbound bandwidth. Otherwise, the data migration speed decreases.

  • Limits on operations: If you perform only full data migration, do not write data to the source database during data migration. Otherwise, data may be inconsistent between the source and destination databases. To ensure data consistency, we recommend that you select full data migration and incremental data migration as the migration types.

  • Limits on data migration from a standalone Redis database to a database deployed in the cluster architecture: Each command can be run only on a single slot in a database deployed in the cluster architecture. If you perform operations on multiple keys in the source database and the keys belong to different slots, an error occurs.

    CROSSSLOT Keys in request don't hash to the same slot

    We recommend that you perform operations on only one key during data migration. This prevents the data migration task from being interrupted.

  • If an expiration policy is enabled for specific keys in the source database, these keys may not be immediately deleted after they expire. Therefore, the number of keys in the destination instance may be less than that in the source database. You can run the INFO command to view the number of keys in the destination database.

    Note

    The number of keys with the expiration policy disabled or valid keys is the same between the source and destination databases.

  • To ensure the stability of data migration, DTS inserts a key prefixed with DTS_REDIS_TIMESTAMP_HEARTBEAT into the source database to record when data is updated. If the source database is deployed in a cluster architecture, DTS inserts the key into each shard of the cluster. The key is filtered out during data migration. After the data migration task is complete, the key expires.

  • If the source database is a read-only database or the source database account that is used to run the data migration task does not have the permissions to run the SETEX command, the reported latency may be inaccurate.

Other limits

  • DTS consumes the resources of the source and destination databases during full data migration. This may increase the loads on the database servers. If you migrate a large volume of data or the server specifications cannot meet your business requirements, database services may become unavailable. Before you migrate data, evaluate the impact of data migration on the performance of the source and destination databases. We recommend that you migrate data during off-peak hours.

  • If data eviction is triggered due to insufficient memory of the destination database, data inconsistency may occur between the source and destination databases. This is because the default data eviction policy (maxmemory-policy) of the destination database is volatile-lru. However, this does not affect the migration task.

    In this case, we recommend that you set the data eviction policy of the destination database to noeviction. If the memory of the destination database is insufficient, DTS fails to write data to the destination database and the migration task fails, but data of the destination database is not lost due to data eviction.

    Note

    For more information about data eviction policies, see What is the default eviction policy of Tair?

  • If Lua scripts are called by running the EVAL or EVALSHA command, DTS cannot identify whether these Lua scripts are executed on the destination database. This is because the destination database does not explicitly return the execution results of Lua scripts during incremental data migration.

  • When DTS runs the PSYNC or SYNC command to transfer data of the LIST type, DTS does not perform the FLUSH operation on the existing data in the destination instance. As a result, the destination instance may contain duplicate data records.

  • During data migration, if the number of shards in the self-managed Redis database is increased or decreased, or if you change the database specifications, such as scaling up the memory capacity, you must reconfigure the data migration task. To ensure data consistency, we recommend that you delete the data that has been migrated to the destination database before you reconfigure the data migration task.

  • During data migration, if the endpoint of the self-managed Redis database is changed, you must reconfigure the data migration task.

  • If a data migration task fails, DTS automatically resumes the task. Before you switch your workloads to the destination database, stop or release the data migration task. This prevents the data in the source database from overwriting the data in the destination database after the task is resumed.

  • If the destination instance is deployed in a cluster architecture and the amount of memory used by a shard in the destination instance reaches the upper limit, or if the available storage space of the destination instance is insufficient, the data synchronization task fails due to out of memory (OOM).

  • If the Transparent Data Encryption (TDE) feature is enabled for the destination database, you cannot use DTS to migrate data.

Billing rules

Migration type

Task configuration fee

Internet traffic fee

Schema migration and full data migration

Free of charge.

Charged only when data is migrated from Alibaba Cloud over the Internet. For more information, see Billing overview.

Incremental data migration

Charged. For more information, see Billing overview.

Migration types

  • Full data migration

    DTS migrates existing data of objects from the source self-managed Redis database to the destination Tair instance.

    Note

    If you perform only full data migration, we recommend that you do not write data to the self-managed Redis database during the full data migration. This ensures data consistency.

  • Incremental data migration

    After full data migration is complete, DTS migrates incremental data from the self-managed Redis database to the Tair instance. Incremental data migration allows data to be smoothly migrated without interrupting services of self-managed applications during data migration.

Commands that can be incrementally migrated

  • APPEND

  • BITOP, BLPOP, BRPOP, and BRPOPLPUSH

  • DECR, DECRBY, and DEL

  • EVAL, EVALSHA, EXEC, EXPIRE, and EXPIREAT

  • FLUSHALL and FLUSHDB

  • GEOADD and GETSET

  • HDEL, HINCRBY, HINCRBYFLOAT, HMSET, HSET, and HSETNX

  • INCR, INCRBY, and INCRBYFLOAT

  • LINSERT, LPOP, LPUSH, LPUSHX, LREM, LSET, and LTRIM

  • MOVE, MSET, MSETNX, and MULTI

  • PERSIST, PEXPIRE, PEXPIREAT, PFADD, PFMERGE, PSETEX, and PUBLISH

  • RENAME, RENAMENX, RESTORE, RPOP, RPOPLPUSH, RPUSH, and RPUSHX

  • SADD, SDIFFSTORE, SELECT, SET, SETBIT, SETEX, SETNX, SETRANGE, SINTERSTORE, SMOVE, SPOP, SREM, and SUNIONSTORE

  • ZADD, ZINCRBY, ZINTERSTORE, ZREM, ZREMRANGEBYLEX, ZUNIONSTORE, ZREMRANGEBYRANK, and ZREMRANGEBYSCORE

  • XADD, XCLAIM, XDEL, XAUTOCLAIM, XGROUP CREATECONSUMER, and XTRIM

Preparations before incremental data migration

To ensure that the incremental data migration task runs as expected, we recommend that you remove the limit on the replication output buffer. In this topic, a server that runs on Linux is used in the example.

Note

If you perform only full data migration, skip the following steps.

  1. Use the redis-cli program to connect to the self-managed Redis database.

    Note

    You can use the redis-cli program after you install the Redis client. For more information, visit Redis community official website.

    redis-cli -h <host> -p <port> -a <password>
    Note
    • <host>: the endpoint that is used to connect to the self-managed Redis database. You can use 127.0.0.1 in this example.

    • <port>: the service port number used to connect to the self-managed Redis database. The default port number is 6379.

    • <password>: the password used to connect to the self-managed Redis database.

    Example:

    redis-cli -h 127.0.0.1 -p 6379 -a Test123456
  2. Run the following command to remove the limit on the replication output buffer:

    config set client-output-buffer-limit 'slave 0 0 0'

Procedure

  1. Go to the Data Migration Tasks page.

    1. Log on to the Data Management (DMS) console.

    2. In the top navigation bar, move the pointer over DTS.

    3. Choose DTS (DTS) > Data Migration.

    Note
  2. From the drop-down list on the right side of Data Migration Tasks, select the region in which your data migration instance resides.

    Note

    If you use the new DTS console, you must select the region in which the data migration instance resides in the upper-left corner.

  3. Click Create Task. On the Create Task page, configure the source and destination databases. The following table describes the parameters.

    Section

    Parameter

    Description

    N/A

    Task Name

    The name of the DTS task. DTS automatically generates a task name. 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 a DMS database instance

    The database that you want to use. You can choose whether to use an existing database based on your business requirements.

    • If you select an existing database, DTS automatically populates the parameters for the database.

    • If you do not select an existing database, you must configure the following database information.

    Database Type

    The type of the source database. Select Tair/Redis.

    Access Method

    The access method of the source database. In this example, Self-managed Database on ECS is selected.

    Note

    If your source database is a self-managed database, you must deploy the network environment for the database. For more information, see Preparation overview.

    Instance Region

    The region in which the source self-managed Redis database resides.

    Replicate Data Across Alibaba Cloud Accounts

    Specifies whether to migrate data across Alibaba Cloud accounts. In this example, No is selected.

    ECS Instance ID

    The ID of the Elastic Compute Service (ECS) instance that hosts the source self-managed Redis database.

    Note

    If the source Redis database is deployed in a cluster architecture, select the ID of the ECS instance on which a master node resides.

    Instance Mode

    The architecture in which the source Redis database is deployed. Select Standalone or Cluster.

    Port Number

    The service port number of the source self-managed Redis database. Default value: 6379.

    Note

    If the source self-managed Redis database is deployed in a cluster architecture, enter the service port number of a master node.

    Database Password

    The password of the source self-managed Redis database.

    Note
    • This parameter is optional and can be left empty if no password is set.

    • The database password is in the <user>:<password> format. For example, if the username of the account that you use to log on to the source self-managed Redis database is admin and the password is Rp829dlwa, the database password is admin:Rp829dlwa.

    Encryption

    Specifies whether to encrypt the connection to the source database. Select Non-encrypted or SSL-encrypted based on your business requirements.

    • If the SSL encryption feature is disabled for the source self-managed Redis instance, select Non-encrypted.

    • If the SSL encryption feature is enabled for the source self-managed Redis database, select SSL-encrypted. In this case, you must upload a CA Certificate and configure the CA Key parameter.

    Destination Database

    Select a DMS database instance

    The database that you want to use. You can choose whether to use an existing database based on your business requirements.

    • If you select an existing database, DTS automatically populates the parameters for the database.

    • If you do not select an existing database, you must configure the following database information.

    Database Type

    The type of the destination database. Set this parameter to Tair/Redis.

    Access Method

    The access method of the destination database. Select Alibaba Cloud Instance.

    Instance Region

    The region in which the destination Tair instance resides.

    Instance ID

    The ID of the destination Tair instance.

    Database Password

    The database password of the destination Tair instance.

    Note

    The database password is in the <user>:<password> format. For example, if the username of the account that you use to log on to the destination Tair instance is admin and the password is Rp829dlwa, the database password is admin:Rp829dlwa.

  4. In the lower part of the page for this step, click Test Connectivity and Proceed.

    Warning
    • 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. For more information, see Add the CIDR blocks of DTS servers. 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.

    • If the CIDR blocks of DTS servers are automatically or manually added to the whitelist of the database, Alibaba Cloud database instance, or ECS security group rules, 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 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.

    • After the DTS task is complete or released, we recommend that you manually detect and remove the added CIDR blocks from the whitelist or ECS security group rules.

  5. Configure the objects to be migrated and advanced settings.

    Parameter

    Description

    Migration Types

    The migration type. Select Full Data Migration and Incremental Data Migration.

    Note

    If you do not have the permissions to run the SYNC or PSYNC command on the source database, select Full Data Migration.

    Processing Mode of Conflicting Tables

    • Precheck and Report Errors: checks whether the destination database is empty. If the destination database is empty, the precheck is passed. Otherwise, an error is returned during the precheck and the data migration task cannot be started.

    • Ignore Errors and Proceed: skips the Check the existence of objects in the destination database. check item.

      Warning

      If you select Ignore Errors and Proceed, the data in the source database overwrites the data in the destination database that has the same keys as the source data. This may cause data loss in the destination database. Proceed with caution.

    Source Objects

    Select one or more objects from the Source Objects section. Click the 向右小箭头 icon to add the objects to the Selected Objects section.

    Note

    You can select only databases as the objects to be migrated. Keys cannot be selected as the objects to be migrated.

    Selected Objects

    If you want to select a database to which data is migrated from DB 0 to DB 255 or filter the data to be migrated by prefix, you can use the object name mapping feature or the filtering feature. In the Selected Objects section, right-click the database that you want to migrate. In the Edit Schema dialog box, configure the parameters. For more information, see Map object names and Set filter conditions.

    Note

    You cannot map multiple object names at a time.

  6. 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

      Monitoring and Alerting

      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:

      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: 120. 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 share the same source or destination database, the value that is set later 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 the earliest opportunity after the source database and destination instance 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 data migration task fails.

      Important

      The 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 Incremental Data Migration

      The load on the destination instance may increase when DTS migrates incremental data to the destination instance. You can configure throttling thresholds for the number of rows and the amount of data that can be incrementally migrated per second based on your business requirements. This helps reduce the load on the destination instance.

      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, you do not need to select an environment tag.

      Extend Expiration Time of Destination Database Key

      The extended time period for keys migrated from the source database to the destination database to remain valid. Unit: seconds. If specific commands such as the following commands are run, we recommend that you set the value of the parameter to 600 to ensure data consistency.

      EXPIRE key seconds
      PEXPIRE key milliseconds
      EXPIREAT key timestamp
      PEXPIREAT key timestampMs

      Use Slave Node

      Specifies whether to read data from replica nodes. If the Instance Mode parameter of the source self-managed Redis database is set to Cluster, you can specify whether to read data from the replica nodes. By default, No is selected, which indicates that DTS reads data from the master nodes.

      Configure ETL

      Specifies whether to enable the extract, transform, and load (ETL) feature. For more information, see What is ETL? Valid values:

  7. In the lower part of the page, click Next: Save Task Settings and Precheck.

    Note
    • Before 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.

  8. Wait until the Success Rate becomes 100%. Then, click Next: Purchase Instance.

  9. 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

    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 Instance classes of data migration instances.

  10. Read and select Data Transmission Service (Pay-as-you-go) Service Terms.

  11. Click Buy and Start. In the message that appears, click OK.

    You can view the progress of the task on the Data Migration page.