Updated on 2024-04-03 GMT+08:00

Creating a Quality Job

Scenario

You can use a quality job to monitor data quality. This section describes how to create a quality job.

Procedure

  1. On the DataArts Studio console, locate an instance and click Access. On the displayed page, locate a workspace and click DataArts Quality.

    Figure 1 DataArts Quality

  1. Create a rule template.

    1. In the navigation pane on the left, choose Rule Templates. System templates are displayed. Rule templates have six dimensions: completeness, uniqueness, timeliness, validity, accuracy, and consistency.
    2. Optional: Click Create to create a rule template.

      In this example, use a system rule.

  2. Create a quality job.

    1. In the navigation pane on the left, choose Quality Jobs.
    2. Click Create. On the Create Quality Job page, set basic information about the quality job.

    3. Click Next to go to the Define Rule page. Click on the rule card to configure the rule.

    4. Click Next and set alarm parameters.

    5. Click Next and set subscription parameters.

    6. Click Next and set scheduling parameters.

    7. Click Submit.

  3. In the quality job list, locate the created job and click Run in the Operation column.

    1. After the quality job is successfully run, choose Quality Reports in the navigation pane on the left.
    2. The Technical Reports page is displayed by default.
      Figure 2 Technical report
    3. Click the Business Reports tab and view the business reports.
      Figure 3 Business report