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Use case guides

Last modified on 30-Nov-23

Use the following guides as example implementations based on how you intend to use Soda for data quality testing. For standard set up instructions, see Get started.

Soda + dbt + Airflow

Test data in a pipeline

Use this guide as an example for how to set up and use Soda to test the quality of your data in an Airflow pipeline.

Soda for data migration

Test before data migration

Use this guide to set up Soda to test before and after data migration.

Self-serve Soda

Self-serve Soda

Use this guide to set up Soda Cloud to enable users across your organization to serve themselves when it comes to testing data quality.

Soda + Databricks notebook

Invoke Soda in Databricks

Use this guide to invoke Soda data quality tests in a Databricks notebook.

Soda + GitHub


Test data during development

Use this guide to set up Soda to test the quality of your data during your development lifecycle in a GitHub Workflow.

Soda + automated monitoring

Automate monitoring

Use this guide to set up Soda to automatically monitor data quality.

Need help? Join the Soda community on Slack.


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Documentation always applies to the latest version of Soda products
Last modified on 30-Nov-23