Data quality overview

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Dataplex provides the following two options to validate data quality:

  • Auto data quality (Public Preview) provides an automated experience for getting quality insights about your data. Auto data quality automates and simplifies quality definition with recommendations and UI-driven workflows. It standardizes on insights with built-in reports and drives actions through alerting and troubleshooting.

  • Dataplex data quality task (Generally Available) offers a highly customizable experience to manage your own rule repository and customize execution and results, using Dataplex for managed / serverless execution. Dataplex data quality task uses an open source component, CloudDQ, that can also open up choices for customers who want to enhance the code to their needs.

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