Help Center/ MapReduce Service/ Component Operation Guide (LTS)/ Using CDL/ Creating a CDL Job/ Synchronizing Data from Hudi to ClickHouse Using CDL
Updated on 2024-10-09 GMT+08:00

Synchronizing Data from Hudi to ClickHouse Using CDL

Scenario

This section describes how to import data from Hudi to ClickHouse by using the CDLService web UI of a cluster with Kerberos authentication enabled in MRS 3.2.0.

Prerequisites

  • The CDL, Hudi, and ClickHouse services have been installed in a cluster and are running properly.
  • You have operation permissions on ClickHouse. For details, see Creating a ClickHouse Role.
  • You have created a human-machine user with the ClickHouse administrator permissions (for details, see Creating a ClickHouse Role), for example, cdluser, added the user to user groups cdladmin (primary group), hadoop, kafka, and supergroup, and associated the user with the System_administrator role on FusionInsight Manager.
  • You have manually created a local table and distributed table on ClickHouse. The local table uses the ReplicatedReplacingMergeTree engine. For details, see ClickHouse Client Practices.

Procedure

  1. Log in to FusionInsight Manager as user cdluser (change the password upon your first login), choose Cluster > Services > CDL, and click the link next to CDLService UI to go to the CDLService web UI.
  2. Choose Link Management and click Add Link. In the displayed dialog box, set parameters for adding the clickhouse and hudi links by referring to the following tables. Creating a CDL Database Connection describes the data link parameters.

    Table 1 ClickHouse data link parameters

    Parameter

    Example

    Link Type

    clickhouse

    Name

    cklink

    Host

    10.10.10.10:21428

    User

    cdluser

    Password

    Password of the cdluser user

    Description

    -

    Table 2 Hudi data link parameters

    Parameter

    Example

    Link Type

    hudi

    Name

    hudilink

    Storage Type

    hdfs

    Auth KeytabFile

    /opt/Bigdata/third_lib/CDL/user_libs/cdluser.keytab

    Principal

    cdluser

    Description

    -

  3. After the parameters are configured, click Test to check whether the data link is normal.

    After the test is successful, click OK.

  4. (Optional) Choose ENV Management and click Add Env. In the displayed dialog box, configure the parameters based on the following table.

    Table 3 Parameters for adding an ENV

    Parameter

    Example Value

    Name

    test-env

    Driver Memory

    1 GB

    Type

    spark

    Executor Memory

    1 GB

    Executor Cores

    1

    Number Executors

    1

    Queue

    -

    Description

    -

    Click OK.

  5. Choose Job Management > Data synchronization task and click Add Job. In the displayed dialog box, set parameters and click Next.

    Parameters are as follows.

    Parameter

    Example

    Name

    job_huditock

    Desc

    -

  6. Configure Hudi job parameters.

    1. On the Job Management page, drag the hudi icon in the Source area on the left to the editing area on the right and double-click the icon to go to the Hudi job configuration page. Configure parameters based on the following table. For details about job parameters, see Creating a CDL Data Synchronization Job.
      Table 4 Source Hudi job parameters

      Parameter

      Example

      Link

      hudilink

      Interval

      10

      Table Info

      {"table1":[{"source.database":"db","source.tablename":"tabletest","target.tablename":"default.tabletest"}]}

      NOTE:

      You do not need to configure the fields provided by Hudi. You only need to configure the service fields that need to be synchronized to ClickHouse.

    2. Click OK. The Hudi job parameters are configured.

  7. Configure ClickHouse job parameters.

    1. On the Job Management page, drag the clickhouse icon on the left to the editing area on the right and double-click the icon to go to the ClickHouse job configuration page. Configure parameters based on the following table. For details about job parameters, see Creating a CDL Data Synchronization Job.
      Table 5 ClickHouse job parameters

      Parameter

      Example

      Link

      cklink

      Query Timeout

      60000

      Batch Size

      100

    2. Click OK.

  8. Drag the two icons to associate the job parameters and click Save. The job configuration is complete.

  9. In the job list on the Job Management page, locate the created job, click Start in the Operation column, and wait until the job is started.

    Check whether the data transmission takes effect, for example, insert data into the Hudi table and view the content of the file imported to ClickHouse.