Data quality rule configuration

Rule configuration

Configure monitoring rules for a single table, or use a template to configure rules for multiple tables in batches.

• Configure monitoring rules for a single table

  For details, see Configure rules for a single table.

• Configure monitoring rules for multiple tables by using a template

  The workflow for configuring rules from a template is as follows:

  1. Select a template and configure the check method.

     Data Quality provides table-level and field-level built-in rule templates. Select a template and define the check method for the target table to validate its data quality.

  2. Add the tables or fields to be validated in batches.

     Select the tables or fields to check and apply the rule template to them in batches.

  3. Create or associate a monitor.

     A monitor targets a specific Data Scope, such as a partition in a partitioned table. By associating a rule with a monitor, you define which quality checks to run on the data within that range.

  For details, see Configure rules for multiple tables based on a template.

  Note

  This batch configuration is ideal for applying consistent quality standards across multiple tables.

Access the Rule List page

1. Log on to the DataWorks console. In the target region, click Data Governance > Data Quality in the left-side navigation pane. Select a workspace from the drop-down list and click Go to Data Quality.

2. In the left-side navigation pane, choose Quality Assets > Rules.

Manage rules