Updated on 2024-05-29 GMT+08:00

Synchronizing Data from Hudi to DWS

Scenario

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

Prerequisites

  • The CDL and Hudi services have been installed in a cluster and are running properly.
  • The prerequisites for the DWS database have been met. For details, see Prerequisites for the DWS database.
  • You have created a human-machine user, 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.

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 dws and hudi links by referring to the following tables. Creating a Database Link describes the data link parameters.

    Table 1 DWS data link parameters

    Parameter

    Example

    Link Type

    dws

    Name

    dwstest

    Host

    10.10.10.10

    Port

    8000

    DB Name

    dwsdb

    User

    dbuser

    Password

    Password of the dbuser 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

    xxx

  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_huditodws

    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":"dwsdb","source.tablename":"tabletest","target.tablename":"tabletest"}]}

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

  7. Configure DWS job parameters.

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

      Parameter

      Example

      Link

      dwstest

      Query Timeout

      180000

      Batch Size

      10

      • Data can be synchronized from Hudi to GaussDB(DWS) only when both Hudi and GaussDB(DWS) contain the precombine field.
      • GaussDB(DWS) tables must contain the precombine field and the primary key.
      • By default, the Hudi built-in field _hoodie_event_time is used. If this field is not used, enable.sink.precombine must be specified. An example is as follows:

    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 DWS.